diff --git a/results/llama-3.1-8b-instruct/creative-writing/m5-max-48gb-40gpu_ollama.json b/results/llama-3.1-8b-instruct/creative-writing/m5-max-48gb-40gpu_ollama.json
new file mode 100644
index 0000000..b2d9ddd
--- /dev/null
+++ b/results/llama-3.1-8b-instruct/creative-writing/m5-max-48gb-40gpu_ollama.json
@@ -0,0 +1,79 @@
+{
+ "meta": {
+ "scenario": "creative-writing",
+ "mode": "single-shot",
+ "label": "m5-max-48gb-40gpu ollama",
+ "backend": "ollama",
+ "model_info": {
+ "name": "llama3.1:8b",
+ "format": "gguf",
+ "family": "llama",
+ "parameter_size": "8.0B",
+ "quantization": "Q4_K_M"
+ },
+ "runs": 1,
+ "max_tokens": 2000,
+ "cold": false,
+ "warm_up_time": 0.183,
+ "system": {
+ "os": "Darwin",
+ "os_version": "26.6",
+ "arch": "arm64",
+ "chip": "Apple M5 Max",
+ "memory_gb": 48,
+ "cpu_cores": 18,
+ "cpu_cores_performance": 6,
+ "cpu_cores_efficiency": 12,
+ "gpu_cores": 40,
+ "gpu_wired_limit_mb": 0
+ },
+ "timestamp": "2026-07-28T15:30:51"
+ },
+ "results": [
+ {
+ "turn": 1,
+ "run": 1,
+ "ctx_tokens_est": 57,
+ "new_tokens_est": 29,
+ "ttft": 0.149,
+ "gen_time": 3.839,
+ "gen_tps": 88.8,
+ "total": 3.987,
+ "output_tokens": 341,
+ "prompt_eval_count": 67,
+ "prompt_eval_duration_ms": 58.5,
+ "_response": "In subterranean silence, they reside,\nA murmuration of machines, side by side.\nTheir soft susurrations weave a gentle hush,\nAs bytes and bits converge, a digital rush.\n\nIn this dimly lit lair, where shadows play,\nThey stand vigilant, night and endless day.\nTheir humming hearts beat in harmony and time,\nPreserving the past, in virtual prime.\n\nA family's history, a tapestry so fine,\nUnfurls within their circuitry's gentle design.\nLaughter, tears, and whispers of love now past,\nAre stored within these servers, forever to last.\n\nPhotographs of holidays, birthday cakes aglow,\nAnd snapshots of childhood, with memories that grow.\nThe creaks of floorboards, beneath the weight of years,\nAre digitized and preserved through joyous tears.\n\nTheir processors hum, a soothing serenade,\nAs mother's recipes, and father's favorite shade,\nOf blue are saved within these digital stores,\nA sanctuary for moments they've lived before.\n\nIn this underground sanctum, where data reigns,\nThe family's legacy is safeguarded from life's pains.\nTheir memories, a testament to love's enduring might,\nA treasure trove of moments, shining with delight.\n\nAs seasons change above, and years go by like sand,\nThese servers remain, steadfast, hand in digital hand.\nTheir hum, a lullaby, that rocks the family's past,\nA reassuring heartbeat, forever meant to last.\n\nIn this dark basement, where light dare not tread,\nThe servers' gentle song, the memories are fed.\nThey nourish and sustain, through joy and sorrow's sway,\nA repository of love, in digital array.",
+ "_user": "Write a poem about a mass of servers humming in a dark basement, keeping a family's memories alive. At least 30 lines."
+ },
+ {
+ "turn": 2,
+ "run": 1,
+ "ctx_tokens_est": 60,
+ "new_tokens_est": 32,
+ "ttft": 0.147,
+ "gen_time": 4.242,
+ "gen_tps": 84.9,
+ "total": 4.389,
+ "output_tokens": 360,
+ "prompt_eval_count": 69,
+ "prompt_eval_duration_ms": 53.6,
+ "_response": "In a land of sun-baked stone and scrubby trees, a tortoise named Theo toiled away in his underground lair. His eyes shone bright with purpose as he tinkered with wires and circuit boards, crafting a tiny computer from scavenged parts.\n\nThe hare, Reginald, laughed at Theo's endeavor. \"What use is speed if you can't enjoy it?\" he said, sipping nectar from a nearby flower. \"My gaming rig hums like a thousand hummingbirds; it leaves your clumsy contraption in the dust!\"\n\nTheo smiled knowingly as his computer, named Terra, whirred to life with a gentle beep. Its processor creaked and groaned, but with a steady heartbeat, it churned through calculations.\n\n\"Speed may be fleeting,\" Theo said, \"but persistence is eternal.\"\n\nAnd so, while Reginald slept the day away, his rig humming in standby mode, Terra worked tirelessly, churning out masterpieces of code. It calculated pi to 10,000 digits, composed sonatas on a virtual piano, and even simulated the dance of galaxies.\n\nOne morning, as Reginald yawned awake, he beheld a stunning display: a galaxy rendered with pixel-perfect precision, swirling through space like a cosmic ballet. \"How...?\" he stammered.\n\nTheo poked his head out from his lair, grinning. \"Terra's magic, my friend. No need for haste when you have patience.\"\n\nReginald scratched his ears in wonder, and Terra continued to hum along, its processor glowing softly like a tiny star. For in this tale of tortoise and hare, it was not speed that won the day, but the steady pulse of dedication and the infinite power of persistence.",
+ "_user": "Write a short fable about a tortoise who built a tiny computer that was slower than the hare's gaming rig but never needed to rest."
+ },
+ {
+ "turn": 3,
+ "run": 1,
+ "ctx_tokens_est": 58,
+ "new_tokens_est": 31,
+ "ttft": 0.151,
+ "gen_time": 3.538,
+ "gen_tps": 82.0,
+ "total": 3.688,
+ "output_tokens": 290,
+ "prompt_eval_count": 68,
+ "prompt_eval_duration_ms": 56.9,
+ "_response": "In dusty attic air, where shadows play,\nA relic lies, a fading ray\nOf memory's warmth, a moment's past\nThe final print, forever to last\n\nOn yellowed paper, edges worn thin\nA face, a smile, a glimmer within\nEyes that sparkled like stars at night\nNow dim and faded, yet still alight\n\nThe subject's name, long since unknown\nLeaves only whispers, echoes thrown\nAbout a life lived, loved, and lost\nIn the silence, memories cross\n\nThe print itself, a work of art\nCrafted with care, within the heart\nOf machines that churned out scores\nOf photographs, before the digital scores\n\nBut this one stands alone, apart\nA solitary keeper of the past's heart\nA testament to moments shared\nBetween loved ones, unimpeded and unafraid\n\nThe ink is faded, colors blend\nYet in its lines, a story does tend\nTo capture love, in all its forms\nTo hold the memories that forever swarm\n\nIn attics, trunks, and boxes high\nLies hidden treasure, before our wondering eye\nThis photograph, a relic of a bygone age\nA reminder of lives lived, turned to a page\n\nWhen photographs were printed on paper's skin\nAnd love was captured in the moment within\nBefore the digital took its place\nAnd memories were lost in cyberspace.",
+ "_user": "Write a poem about the last photograph ever printed on paper, found in an attic a hundred years from now. At least 25 lines."
+ }
+ ]
+}
\ No newline at end of file
diff --git a/results/llama-3.1-8b-instruct/creative-writing/m5-max-48gb-40gpu_ollama.md b/results/llama-3.1-8b-instruct/creative-writing/m5-max-48gb-40gpu_ollama.md
new file mode 100644
index 0000000..d839b7d
--- /dev/null
+++ b/results/llama-3.1-8b-instruct/creative-writing/m5-max-48gb-40gpu_ollama.md
@@ -0,0 +1,17 @@
+# Apple M5 Max / 48GB / 40 GPU cores
+
+**Model:** llama3.1:8b (8.0B, Q4_K_M)
+**Backend:** ollama
+**Scenario:** creative-writing (single-shot)
+
+| Turn | Context | Prefill | Gen | Gen tok/s | Effective tok/s | Total | Output |
+|-----:|--------:|--------:|----:|----------:|----------------:|------:|-------:|
+| 1 | 57 | 0.15s | 3.84s | 88.8 | **85.5** | 3.99s | 341 |
+| 2 | 60 | 0.15s | 4.24s | 84.9 | **82.0** | 4.39s | 360 |
+| 3 | 58 | 0.15s | 3.54s | 82.0 | **78.6** | 3.69s | 290 |
+
+**Total prefill:** 0.4s
+**Total generation:** 11.6s
+**Total time:** 12.1s
+**Avg generation tok/s:** 85.2
+**Avg effective tok/s:** 82.1
diff --git a/results/llama-3.1-8b-instruct/doc-summary/m5-max-48gb-40gpu_ollama.json b/results/llama-3.1-8b-instruct/doc-summary/m5-max-48gb-40gpu_ollama.json
new file mode 100644
index 0000000..8bdc90e
--- /dev/null
+++ b/results/llama-3.1-8b-instruct/doc-summary/m5-max-48gb-40gpu_ollama.json
@@ -0,0 +1,108 @@
+{
+ "meta": {
+ "scenario": "doc-summary",
+ "mode": "single-shot",
+ "label": "m5-max-48gb-40gpu ollama",
+ "backend": "ollama",
+ "model_info": {
+ "name": "llama3.1:8b",
+ "format": "gguf",
+ "family": "llama",
+ "parameter_size": "8.0B",
+ "quantization": "Q4_K_M"
+ },
+ "runs": 1,
+ "max_tokens": 150,
+ "cold": false,
+ "system": {
+ "os": "Darwin",
+ "os_version": "26.6",
+ "arch": "arm64",
+ "chip": "Apple M5 Max",
+ "memory_gb": 48,
+ "cpu_cores": 18,
+ "cpu_cores_performance": 6,
+ "cpu_cores_efficiency": 12,
+ "gpu_cores": 40,
+ "gpu_wired_limit_mb": 0
+ },
+ "timestamp": "2026-07-28T15:30:58"
+ },
+ "results": [
+ {
+ "turn": 1,
+ "run": 1,
+ "ctx_tokens_est": 425,
+ "new_tokens_est": 324,
+ "ttft": 0.316,
+ "gen_time": 0.838,
+ "gen_tps": 88.3,
+ "total": 1.154,
+ "output_tokens": 74,
+ "prompt_eval_count": 454,
+ "prompt_eval_duration_ms": 185.3,
+ "_response": "**Category**: Invoice\n**Tags**: Electricity, Bill, Portland Electric Utility\n**Summary**: The Miller Family's electricity usage for 2025 was 4,135 kWh, with a total charge of $1,046.49 and a balance due of $26.49. Their new monthly payment starting in March 2026 will be $88.00.",
+ "_user": "Please process this document:\n\n---\nPORTLAND ELECTRIC UTILITY\nCustomer Service | PO Box 4400 | Portland, OR 97208\n\nThe Miller Family\n742 Maple Street\nPortland, OR 97201\n\nAnnual Electricity Statement 2025\nAccount Number: PE-2025-44812\nBilling Period: 01/01/2025 - 12/31/2025\nMeter Number: EMH-0048712\n\nUsage:\n Meter reading 01/01/2025: 34,812 kWh\n Meter reading 12/31/2025: 38,947 kWh\n Annual consumption: 4,135 kWh\n\nCharges:\n Energy charge 4,135 kWh x $0.1147/kWh $474.28\n Base charge 12 months x $12.50 $150.00\n Transmission & distribution $287.40\n Public purpose charge $85.19\n Renewable energy surcharge $0.00\n Franchise fee $49.62\n ---------------------------------------------------\n Total charges $1,046.49\n Payments received (12 x $85.00) $1,020.00\n ---------------------------------------------------\n Balance due $26.49\n\nYour new monthly payment starting 03/01/2026: $88.00\n\nThe balance will be charged to your account on 03/15/2026.\nBank account ending in: ****4130\n\nQuestions? Call 1-800-555-4321 (toll free)\nor email: service@portlandelectric.example.com\n---"
+ },
+ {
+ "turn": 2,
+ "run": 1,
+ "ctx_tokens_est": 612,
+ "new_tokens_est": 512,
+ "ttft": 0.28,
+ "gen_time": 0.821,
+ "gen_tps": 87.7,
+ "total": 1.1,
+ "output_tokens": 72,
+ "prompt_eval_count": 503,
+ "prompt_eval_duration_ms": 185.1,
+ "_response": "**Category**: School Report\n**Tags**: Education, Student Evaluation, Academic Performance\n**Summary**: Emma Miller's mid-year report card from Forest Grove Elementary School (2025/26) shows strong performance in English Language Arts and Mathematics, with notable strengths in Science and Physical Education. She is described as friendly, helpful, and respectful towards classmates and teachers.",
+ "_user": "Next document:\n\n---\nFOREST GROVE ELEMENTARY SCHOOL\nPrincipal's Office | 15 Forest Road | Portland, OR 97201\n\nMid-Year Report Card \u2014 School Year 2025/26\n\nStudent: Emma Miller\nGrade: 3B\nTeacher: Dr. Schneider\nDate: 02/14/2026\n\nEnglish Language Arts:\nEmma reads fluently and with good expression. She understands texts quickly and can summarize their content accurately. Her essays are creative and well-structured. Spelling is solid, with occasional errors on double consonants. She participates regularly in class discussions and contributes her own ideas.\n\nMathematics:\nEmma has a strong grasp of numbers up to 1,000. She completes addition and subtraction problems quickly and accurately. She shows good understanding of written multiplication, though division sometimes takes her a bit longer. She solves word problems methodically and can explain her reasoning. She identifies and names geometric shapes reliably.\n\nScience:\nEmma shows strong interest in natural science topics. For the \"Our Forest\" project she prepared an excellent presentation on mushrooms. She asks thoughtful questions and works carefully during experiments.\n\nArt:\nEmma creates with imagination and persistence. Her color compositions are mature for her age. She enjoys trying new techniques and helps classmates with their projects.\n\nPhysical Education:\nEmma is physically coordinated and shows good effort. In team sports she is fair and supports weaker teammates. In swimming class she earned her Bronze swimming badge.\n\nSocial Skills:\nEmma is friendly, helpful, and respectful toward classmates and teachers. She resolves conflicts calmly and gladly takes on classroom responsibilities.\n\nWork Habits:\nEmma works independently and reliably. Her notebooks are neatly kept. She completes homework conscientiously. She concentrates well and manages her time effectively.\n\nDays absent: 3 (excused)\n\nPortland, 02/14/2026\n\n_________________________ _________________________\nDr. Schneider Mr. Brown\nClassroom Teacher Principal\n---"
+ },
+ {
+ "turn": 3,
+ "run": 1,
+ "ctx_tokens_est": 535,
+ "new_tokens_est": 434,
+ "ttft": 0.291,
+ "gen_time": 0.672,
+ "gen_tps": 80.4,
+ "total": 0.963,
+ "output_tokens": 54,
+ "prompt_eval_count": 561,
+ "prompt_eval_duration_ms": 195.0,
+ "_response": "1. **Medical**\n2. Max Miller, well-child visit, speech therapy\n3. The report details a routine checkup for Max Miller on March 3, 2026, with no major concerns but recommendations for speech therapy and an annual dental checkup.",
+ "_user": "And this one:\n\n---\nDR. KARLA HOFFMAN, MD\nFamily Medicine\n3 Linden Plaza | Portland, OR 97205\nTel: 503-555-7890 | Fax: 503-555-7891\n\nWELL-CHILD VISIT REPORT\n\nPatient: Max Miller, DOB 07/15/2019\nDate of examination: 03/03/2026\n\nReason for visit:\n5-year well-child checkup\n\nFindings:\n\nPhysical Development:\n Height: 46.5 in (75th percentile)\n Weight: 47.0 lbs (65th percentile)\n BMI: 15.3 (normal range)\n General condition good, age-appropriate nutrition\n\nVision:\n Vision screening passed both eyes (Lea Symbols)\n No strabismus, stereopsis present\n\nHearing:\n Audiometry screening unremarkable both ears\n\nMotor Skills:\n Gross motor: Hops on one foot confidently, catches ball, rides bicycle without training wheels\n Fine motor: Draws person with 6+ details, cuts out shapes, ties simple knots\n Age-appropriate development\n\nSpeech & Language:\n Speaks in complete, grammatically correct sentences\n Counts to 20, knows colors and shapes\n Tells coherent stories\n Mild difficulty with /sh/ and /ch/ sounds \u2014 speech therapy evaluation recommended\n\nSocial-Emotional Development:\n Age-appropriate. Plays cooperatively, can wait turns, understands simple rules.\n Parents report occasional tantrums during transitions (leaving playground, etc.) \u2014 within normal range for age.\n\nImmunizations:\n DTaP/IPV booster administered (Kinrix)\n Next due: flu vaccine in fall 2026\n\nRecommendations:\n 1. Schedule speech therapy appointment for /sh/ and /ch/ sounds\n 2. Annual dental checkup (last visit >12 months ago)\n 3. Next well-child visit: age 7-8 (pre-kindergarten)\n\nSchool readiness from medical perspective: likely ready.\nSchool district screening still pending.\n\nPortland, 03/03/2026\n\n_________________________\nDr. Karla Hoffman, MD\n---"
+ },
+ {
+ "turn": 4,
+ "run": 1,
+ "ctx_tokens_est": 524,
+ "new_tokens_est": 423,
+ "ttft": 0.293,
+ "gen_time": 0.701,
+ "gen_tps": 79.8,
+ "total": 0.994,
+ "output_tokens": 56,
+ "prompt_eval_count": 524,
+ "prompt_eval_duration_ms": 197.8,
+ "_response": "1. **Insurance**\n2. Policy adjustment, rate increase, homeowner's insurance\n3. Effective 04/01/2026, Thomas Miller's home insurance coverage increased by 3% to $293,550 with an annual premium of $1,866.36.",
+ "_user": "Next:\n\n---\nPACIFIC NORTHWEST INSURANCE GROUP\n500 Congress Center Blvd | Portland, OR 97204\n\nNotice of Policy Adjustment\n\nPolicyholder: Thomas Miller\nPolicy Number: HO-2019-887432\nPolicy: Homeowner's Insurance Plus\n\nDear Mr. Miller,\n\nDue to the annual adjustment of your insurance policy to the current homeowner's insurance index, we are notifying you of the following changes, effective 04/01/2026:\n\nPrevious coverage amount: $285,000.00\nNew coverage amount: $293,550.00 (increase 3.0%)\n\nPrevious annual premium: $1,812.00\nNew annual premium: $1,866.36 (increase 3.0%)\nMonthly premium: $155.53\n\nYour coverage summary:\n - Dwelling and personal property against fire, theft, water damage, windstorm/hail\n - Bicycle theft up to $2,000 (including away from home)\n - Power surge damage from lightning\n - Hotel costs if uninhabitable up to $100/day, max 30 days\n - Deductible: $500 per claim\n - Guaranteed replacement cost with accurate square footage\n\nCurrent square footage on file: 1,022 sq ft\n\nImportant: If your home's square footage has changed (e.g., addition, finished basement), please notify us within 30 days to ensure your coverage remains adequate.\n\nYou have the right to object to this adjustment within one month of receiving this notice. In that case, your policy will terminate at the next renewal date.\n\nQuestions? Contact us:\nPhone: 503-922-1000 (Mon-Fri 8am-6pm)\nEmail: service@pnw-insurance.example.com\nOnline: www.my-pnw-insurance.example.com\n\nSincerely,\n\nS. Lechner\nProperty Insurance Department\nPacific Northwest Insurance Group\n\nEnclosures:\n- Updated premium schedule\n- Revised policy terms (2026 edition)\n---"
+ },
+ {
+ "turn": 5,
+ "run": 1,
+ "ctx_tokens_est": 1518,
+ "new_tokens_est": 1417,
+ "ttft": 0.839,
+ "gen_time": 1.05,
+ "gen_tps": 77.2,
+ "total": 1.889,
+ "output_tokens": 81,
+ "prompt_eval_count": 1508,
+ "prompt_eval_duration_ms": 741.1,
+ "_response": "**Category**: Legal\n**Tags**: Lease, Rental Agreement, Oregon Law\n**Summary**: The Millers enter into a residential lease agreement with Cascade Property Management LLC to rent a 4-bedroom apartment in Portland, OR, from May 1, 2021. Rent is $1,970/month, paid on the 1st of each month with a 30-day notice period for termination.",
+ "_user": "Process this multi-page document:\n\n---\nRESIDENTIAL LEASE AGREEMENT\n\nBetween\n Cascade Property Management LLC\n represented by Stefan Huber, Managing Partner\n 500 Congress Center Blvd, Suite 400, Portland, OR 97204\n Tax ID: 93-1234567\n \u2014 hereinafter \"Landlord\" \u2014\n\nand\n Thomas Miller and Sarah Miller\n currently residing at: 12 Birch Lane, Portland, OR 97225\n \u2014 hereinafter \"Tenant\" \u2014\n\nThe following lease agreement is entered into:\n\nSECTION 1: PREMISES\n\nThe Landlord leases to the Tenant the following dwelling:\n Address: 742 Maple Street, Unit 2A, Portland, OR 97201\n Living area: approximately 1,022 sq ft\n Rooms: 4 (3 bedrooms, kitchen, bathroom, hallway, storage closet)\n Year built: 1962, last renovation: 2019\n Energy rating: 87 kBtu/sq ft/yr, Class C\n Heating: Central gas furnace\n\nIncluded with the unit:\n - Storage unit #7 in basement (approx. 85 sq ft)\n - 1 parking space in underground garage (#TG-14)\n - Shared use: laundry room, drying room, bicycle storage, garden\n\nNot included:\n - Attic (restricted access)\n - Community sauna in basement (separate agreement required)\n\nSECTION 2: LEASE TERM\n\nThe lease begins on 05/01/2021 and runs for an indefinite period.\nEither party may terminate with 30 days written notice before the end of the month.\nAfter 12 months of tenancy, the Landlord's notice period extends to 60 days.\nAfter 24 months, the Landlord's notice period extends to 90 days.\nOregon state law (ORS 90.427) governs all termination procedures.\n\nSECTION 3: RENT AND UTILITIES\n\n3.1 Base Rent:\n Dwelling: $1,850.00/month\n Parking: $120.00/month\n Total: $1,970.00/month\n\n3.2 Utilities included in rent:\n Water/sewer, garbage collection, recycling\n\n3.3 Utilities paid by Tenant:\n Electricity, gas (heating), internet, renter's insurance\n\n3.4 Estimated monthly utility costs (for reference only):\n Gas (heating/hot water): $145.00/month (winter avg)\n Electricity: $85.00/month\n Internet: $65.00/month\n\n3.5 Total estimated monthly cost: $2,265.00/month\n\n3.6 Rent is due on the 1st of each month. A grace period of 4 days\n is provided. Late fee of $50.00 applies after the 5th.\n Payment by check or electronic transfer to:\n Cascade Property Management LLC\n Account ending in: ****3456\n Reference: Rent 742Maple/2A - Miller\n\nSECTION 4: SECURITY DEPOSIT\n\n4.1 The Tenant shall pay a security deposit equal to one month's rent:\n $1,970.00\n\n4.2 The deposit shall be held in a trust account per Oregon law (ORS 90.300).\n\n4.3 The deposit shall be returned within 31 days of lease termination,\n less any lawful deductions for:\n - Unpaid rent or utilities\n - Damage beyond normal wear and tear\n - Cleaning costs if unit is not left in reasonable condition\n\n4.4 An itemized statement of any deductions shall accompany\n the deposit return.\n\nSECTION 5: CONDITION OF PREMISES\n\n5.1 The Tenant has inspected the unit and accepts it in its\n current condition, subject to the following noted defects:\n\n5.2 Move-in condition report (attached as Exhibit C):\n - Bedroom 2: Scratch on hardwood floor near window (approx. 12x8 in)\n - Bathroom: Caulking around bathtub discolored (Landlord will replace\n within 4 weeks of move-in)\n - Kitchen: Dishwasher connection leaking (will be repaired before move-in)\n\n5.3 A detailed move-in checklist with photographs is attached as Exhibit C.\n\nSECTION 6: MAINTENANCE AND REPAIRS\n\n6.1 The Landlord is responsible for:\n - Structural repairs and maintenance\n - Plumbing, electrical, and HVAC systems\n - Appliance repair/replacement (those provided by Landlord)\n - Common area maintenance\n - Pest control\n\n6.2 The Tenant is responsible for:\n - Keeping the unit clean and sanitary\n - Minor maintenance (light bulbs, HVAC filters, smoke detector batteries)\n - Reporting maintenance issues promptly in writing\n - Damage caused by Tenant, household members, or guests\n\n6.3 Emergency maintenance (burst pipe, no heat in winter, electrical hazard)\n should be reported immediately to: 503-555-9111 (24-hour line)\n\nSECTION 7: HOUSE RULES\n\nThe attached house rules (Exhibit B) are part of this agreement.\nKey provisions:\n - Quiet hours: 10:00 PM - 7:00 AM daily\n - No charcoal or gas grills on balconies. Electric grills permitted.\n - Smoking: Permitted inside unit only, not in common areas or balcony\n - Pets: Small caged animals (fish, hamsters) allowed. Dogs and cats\n require prior written approval from Landlord. Pet deposit of $500 applies.\n - Musical instruments: Maximum 2 hours daily, not during quiet hours\n - Parking: One assigned space only. No vehicle repairs in garage.\n - Storage: No flammable materials in storage unit or common areas.\n\nSECTION 8: GENERAL PROVISIONS\n\n8.1 Amendments to this agreement must be in writing and signed by both parties.\n8.2 If any provision is found unenforceable, the remaining provisions\n shall remain in effect.\n8.3 This agreement is governed by Oregon Residential Landlord and Tenant Act.\n8.4 Two copies of this agreement are prepared, one for each party.\n\nExhibits:\n A. Floor plan of the unit\n B. House rules\n C. Move-in condition report with photographs\n D. Lead-based paint disclosure (pre-1978 building)\n E. Mold information disclosure\n F. Security deposit receipt\n\nPortland, OR, 04/15/2021\n\n_________________________ _________________________\nStefan Huber Thomas Miller\nCascade Property Management Tenant\nLLC, Managing Partner\n\n _________________________\n Sarah Miller\n Tenant\n---"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/results/llama-3.1-8b-instruct/doc-summary/m5-max-48gb-40gpu_ollama.md b/results/llama-3.1-8b-instruct/doc-summary/m5-max-48gb-40gpu_ollama.md
new file mode 100644
index 0000000..3890ff8
--- /dev/null
+++ b/results/llama-3.1-8b-instruct/doc-summary/m5-max-48gb-40gpu_ollama.md
@@ -0,0 +1,19 @@
+# Apple M5 Max / 48GB / 40 GPU cores
+
+**Model:** llama3.1:8b (8.0B, Q4_K_M)
+**Backend:** ollama
+**Scenario:** doc-summary (single-shot)
+
+| Turn | Context | Prefill | Gen | Gen tok/s | Effective tok/s | Total | Output |
+|-----:|--------:|--------:|----:|----------:|----------------:|------:|-------:|
+| 1 | 425 | 0.32s | 0.84s | 88.3 | **64.1** | 1.15s | 74 |
+| 2 | 612 | 0.28s | 0.82s | 87.7 | **65.5** | 1.10s | 72 |
+| 3 | 535 | 0.29s | 0.67s | 80.4 | **56.1** | 0.96s | 54 |
+| 4 | 524 | 0.29s | 0.70s | 79.8 | **56.3** | 0.99s | 56 |
+| 5 | 1,518 | 0.84s | 1.05s | 77.2 | **42.9** | 1.89s | 81 |
+
+**Total prefill:** 2.0s
+**Total generation:** 4.1s
+**Total time:** 6.1s
+**Avg generation tok/s:** 82.7
+**Avg effective tok/s:** 55.2
diff --git a/results/llama-3.1-8b-instruct/ops-agent/m5-max-48gb-40gpu_ollama.json b/results/llama-3.1-8b-instruct/ops-agent/m5-max-48gb-40gpu_ollama.json
new file mode 100644
index 0000000..25d185f
--- /dev/null
+++ b/results/llama-3.1-8b-instruct/ops-agent/m5-max-48gb-40gpu_ollama.json
@@ -0,0 +1,161 @@
+{
+ "meta": {
+ "scenario": "ops-agent",
+ "mode": "conversation",
+ "label": "m5-max-48gb-40gpu ollama",
+ "backend": "ollama",
+ "model_info": {
+ "name": "llama3.1:8b",
+ "format": "gguf",
+ "family": "llama",
+ "parameter_size": "8.0B",
+ "quantization": "Q4_K_M"
+ },
+ "runs": 1,
+ "max_tokens": 500,
+ "cold": false,
+ "system": {
+ "os": "Darwin",
+ "os_version": "26.6",
+ "arch": "arm64",
+ "chip": "Apple M5 Max",
+ "memory_gb": 48,
+ "cpu_cores": 18,
+ "cpu_cores_performance": 6,
+ "cpu_cores_efficiency": 12,
+ "gpu_cores": 40,
+ "gpu_wired_limit_mb": 0
+ },
+ "timestamp": "2026-07-28T15:31:16"
+ },
+ "results": [
+ {
+ "turn": 1,
+ "run": 1,
+ "ctx_tokens_est": 575,
+ "new_tokens_est": 421,
+ "ttft": 0.42,
+ "gen_time": 1.87,
+ "gen_tps": 84.5,
+ "total": 2.291,
+ "output_tokens": 158,
+ "tool": "server_status",
+ "prompt_eval_count": 717,
+ "prompt_eval_duration_ms": 282.8,
+ "_response": "The server's been running for 12 days, which is a long time! The load average is a bit high (around 3-2.5), but it might be acceptable given the services running.\n\nLet me highlight some potential issues:\n\n* `immich-ml` is using an unusually high amount of CPU (45.2%). This could be causing performance issues or overheating.\n* `immich-postgres` and other services are running low on memory, which could lead to crashes or slowdowns if the server needs to allocate more resources.\n\nI recommend checking the service logs for `immich-ml` using `service_logs immich-ml`. Additionally, let's check the disk space usage with `disk_usage` to ensure we're not running out of storage.",
+ "_user": "Something feels off with the server. Can you check what's running?"
+ },
+ {
+ "turn": 2,
+ "run": 1,
+ "ctx_tokens_est": 979,
+ "new_tokens_est": 235,
+ "ttft": 0.281,
+ "gen_time": 1.907,
+ "gen_tps": 76.6,
+ "total": 2.188,
+ "output_tokens": 146,
+ "tool": "service_logs",
+ "prompt_eval_count": 1251,
+ "prompt_eval_duration_ms": 183.3,
+ "_response": "It looks like `immich-ml` is running a batch processing job for facial recognition and CLIP embedding. The logs suggest that it's processing a large number of images (1203 batches) and generating embeddings for each one.\n\nThe high CPU usage might be due to the complex computations involved in face detection, clustering, and embedding generation. The WARNING message about low memory condition being detected is also concerning, but the fact that the service triggered garbage collection (GC) and reclaimed 1.2GB of memory suggests it's managing its resources somewhat.\n\nHowever, I'd like to investigate further. Can you try running `docker_exec immich-ml ps` to see if there are any other processes or threads consuming CPU?",
+ "_user": "Immich ML is eating a lot of CPU. What's it doing?"
+ },
+ {
+ "turn": 3,
+ "run": 1,
+ "ctx_tokens_est": 1250,
+ "new_tokens_est": 89,
+ "ttft": 0.229,
+ "gen_time": 2.368,
+ "gen_tps": 76.0,
+ "total": 2.596,
+ "output_tokens": 180,
+ "tool": "docker_exec",
+ "prompt_eval_count": 1541,
+ "prompt_eval_duration_ms": 128.6,
+ "_response": "It looks like the `immich-ml` container is still using a significant amount of memory (8.2GB) and CPU (44.8%). The fact that it's using 68.3% of its allocated 12GB limit suggests that it might start to run low on memory soon.\n\nGiven that we're expecting this job to finish processing the vacation photos, I'd recommend keeping a close eye on the container's resource usage. If it continues to use up all available memory, it could lead to performance issues or even crashes.\n\nTo mitigate this, you could consider increasing the container's memory limit to 16GB or more, depending on your server's configuration and available resources. Alternatively, we could try to optimize the `immich-ml` configuration or investigate other solutions to reduce its resource usage.\n\nLet me know if you'd like to proceed with any of these options!",
+ "_user": "Ah right, we uploaded vacation photos yesterday. Is it going to be OK memory-wise?"
+ },
+ {
+ "turn": 4,
+ "run": 1,
+ "ctx_tokens_est": 1672,
+ "new_tokens_est": 214,
+ "ttft": 0.309,
+ "gen_time": 1.879,
+ "gen_tps": 70.3,
+ "total": 2.188,
+ "output_tokens": 132,
+ "tool": "backup_status",
+ "prompt_eval_count": 2006,
+ "prompt_eval_duration_ms": 207.3,
+ "_response": "The backup job that ran last night (2026-03-07T02:00:05) completed with warnings. It's good to know that it finished, but the warning about Vault eject failing is something we should investigate further.\n\nIt looks like the backup was able to transfer 12.4GB of data and sync 1847 files, which is a significant amount. However, the fact that Vault eject failed might indicate an issue with the backup storage or configuration.\n\nI recommend checking the backup logs for more information about the warning and potential causes. You can use `service_logs` on the backup container to see if there are any additional details.",
+ "_user": "Good. Check if last night's backup ran. I want to make sure the vacation photos are safe."
+ },
+ {
+ "turn": 5,
+ "run": 1,
+ "ctx_tokens_est": 2067,
+ "new_tokens_est": 239,
+ "ttft": 0.325,
+ "gen_time": 2.022,
+ "gen_tps": 73.2,
+ "total": 2.346,
+ "output_tokens": 148,
+ "tool": "disk_usage",
+ "prompt_eval_count": 2463,
+ "prompt_eval_duration_ms": 219.9,
+ "_response": "The disk usage is looking a bit concerning.\n\nThe root volume (`/`) has about 33% usage, which is relatively low. However, the backup vault and Time Machine volumes are both heavily used (69% and 75%, respectively). This might be due to the large amount of data being stored on these volumes.\n\nLooking at the data directory breakdown, I notice that the \"photos\" directory is taking up a significant amount of space (634GB). Given that you uploaded vacation photos yesterday, it's possible that this directory will continue to grow in size.\n\nTo free up some space, we could consider deleting or archiving older photos. We could also look into compressing or optimizing the storage of these files to reduce their footprint.",
+ "_user": "The vault didn't eject again. How's disk space looking on all drives?"
+ },
+ {
+ "turn": 6,
+ "run": 1,
+ "ctx_tokens_est": 2497,
+ "new_tokens_est": 249,
+ "ttft": 0.358,
+ "gen_time": 1.415,
+ "gen_tps": 70.7,
+ "total": 1.773,
+ "output_tokens": 100,
+ "tool": "service_logs",
+ "prompt_eval_count": 2979,
+ "prompt_eval_duration_ms": 252.9,
+ "_response": "It looks like Paperless successfully processed the school documents you scanned this morning.\n\nThe logs show that Paperless detected 3 new files in its consumption directory and processed them accordingly. It completed OCR (Optical Character Recognition) on each file, auto-classified them into relevant categories, and stored the extracted information for easy searching and organization.\n\nAll three documents were processed without any errors, so you can be confident that your school reports, certificates, and invoices are now organized and easily accessible within Paperless.",
+ "_user": "Time Machine is at 75%. Also did Paperless process the school documents I scanned this morning?"
+ },
+ {
+ "turn": 7,
+ "run": 1,
+ "ctx_tokens_est": 2740,
+ "new_tokens_est": 98,
+ "ttft": 0.212,
+ "gen_time": 1.526,
+ "gen_tps": 71.4,
+ "total": 1.739,
+ "output_tokens": 109,
+ "tool": "docker_exec",
+ "prompt_eval_count": 3202,
+ "prompt_eval_duration_ms": 107.5,
+ "_response": "The Matrix database is a bit large, but it's not unexpectedly so given the amount of activity you've been having.\n\nIt looks like most of the data is being stored in the `state_groups_state`, `event_json`, and `events` tables. If you're experiencing performance issues with your server, it might be worth considering optimizing these tables or setting up some form of database replication to reduce the load on your primary database.\n\nHowever, for now, it seems like the database is just reflecting the normal amount of activity on your Matrix instance.",
+ "_user": "Nice, it even picked up the electricity bill. How big is the Matrix database? It's been chatty lately."
+ },
+ {
+ "turn": 8,
+ "run": 1,
+ "ctx_tokens_est": 3066,
+ "new_tokens_est": 188,
+ "ttft": 0.333,
+ "gen_time": 2.033,
+ "gen_tps": 69.3,
+ "total": 2.366,
+ "output_tokens": 141,
+ "tool": "docker_exec",
+ "prompt_eval_count": 3573,
+ "prompt_eval_duration_ms": 221.8,
+ "_response": "The rooms with the most events are `#server` and `#family`, which have 12,847 and 8,934 events respectively. These two rooms seem to be contributing a significant amount of data to the Matrix database.\n\nIt might be worth taking a closer look at these rooms and seeing if there's anything that can be done to reduce the number of events being stored. This could involve adjusting the room settings or using a custom script to prune old events.\n\nThe `#test-room` also has a lot of events (4,521) which is unusual for a test room. It might be worth investigating why this is happening and whether it's contributing to the overall size of the database.",
+ "_user": "2.1GB for Matrix seems like a lot. Can we see which rooms take the most space?"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/results/llama-3.1-8b-instruct/ops-agent/m5-max-48gb-40gpu_ollama.md b/results/llama-3.1-8b-instruct/ops-agent/m5-max-48gb-40gpu_ollama.md
new file mode 100644
index 0000000..f2b7497
--- /dev/null
+++ b/results/llama-3.1-8b-instruct/ops-agent/m5-max-48gb-40gpu_ollama.md
@@ -0,0 +1,22 @@
+# Apple M5 Max / 48GB / 40 GPU cores
+
+**Model:** llama3.1:8b (8.0B, Q4_K_M)
+**Backend:** ollama
+**Scenario:** ops-agent (conversation)
+
+| Turn | Context | Prefill | Gen | Gen tok/s | Effective tok/s | Total | Output |
+|-----:|--------:|--------:|----:|----------:|----------------:|------:|-------:|
+| 1 | 575 | 0.42s | 1.87s | 84.5 | **69.0** | 2.29s | 158 |
+| 2 | 979 | 0.28s | 1.91s | 76.6 | **66.7** | 2.19s | 146 |
+| 3 | 1,250 | 0.23s | 2.37s | 76.0 | **69.3** | 2.60s | 180 |
+| 4 | 1,672 | 0.31s | 1.88s | 70.3 | **60.3** | 2.19s | 132 |
+| 5 | 2,067 | 0.33s | 2.02s | 73.2 | **63.1** | 2.35s | 148 |
+| 6 | 2,497 | 0.36s | 1.42s | 70.7 | **56.4** | 1.77s | 100 |
+| 7 | 2,740 | 0.21s | 1.53s | 71.4 | **62.7** | 1.74s | 109 |
+| 8 | 3,066 | 0.33s | 2.03s | 69.3 | **59.6** | 2.37s | 141 |
+
+**Total prefill:** 2.5s
+**Total generation:** 15.0s
+**Total time:** 17.5s
+**Avg generation tok/s:** 74.0
+**Avg effective tok/s:** 63.7
diff --git a/results/llama-3.1-8b-instruct/prefill-test/m5-max-48gb-40gpu_ollama.json b/results/llama-3.1-8b-instruct/prefill-test/m5-max-48gb-40gpu_ollama.json
new file mode 100644
index 0000000..6f12409
--- /dev/null
+++ b/results/llama-3.1-8b-instruct/prefill-test/m5-max-48gb-40gpu_ollama.json
@@ -0,0 +1,93 @@
+{
+ "meta": {
+ "scenario": "prefill-test",
+ "mode": "single-shot",
+ "label": "m5-max-48gb-40gpu ollama",
+ "backend": "ollama",
+ "model_info": {
+ "name": "llama3.1:8b",
+ "format": "gguf",
+ "family": "llama",
+ "parameter_size": "8.0B",
+ "quantization": "Q4_K_M"
+ },
+ "runs": 1,
+ "max_tokens": 150,
+ "cold": false,
+ "system": {
+ "os": "Darwin",
+ "os_version": "26.6",
+ "arch": "arm64",
+ "chip": "Apple M5 Max",
+ "memory_gb": 48,
+ "cpu_cores": 18,
+ "cpu_cores_performance": 6,
+ "cpu_cores_efficiency": 12,
+ "gpu_cores": 40,
+ "gpu_wired_limit_mb": 0
+ },
+ "timestamp": "2026-07-28T15:31:41"
+ },
+ "results": [
+ {
+ "turn": 1,
+ "run": 1,
+ "ctx_tokens_est": 655,
+ "new_tokens_est": 540,
+ "ttft": 0.48,
+ "gen_time": 1.061,
+ "gen_tps": 86.7,
+ "total": 1.541,
+ "output_tokens": 92,
+ "prompt_eval_count": 760,
+ "prompt_eval_duration_ms": 323.2,
+ "_response": "The error \"address already in use\" suggests another process or container is listening on port 443, preventing Caddy from starting. To resolve this, run `lsof -i :443` to identify the process blocking port 443.\n\nAs for the Synapse issue, it's likely due to PostgreSQL not being ready when Synapse tries to connect. Try restarting PostgreSQL (`docker restart synapse-postgres`) and then try to start Synapse again.",
+ "_user": "After rebooting my Mac Studio, several Docker containers won't start properly. Here's what I see:\n\n```\n$ docker ps -a\nCONTAINER ID IMAGE STATUS NAMES\na1b2c3d4e5f6 caddy:2-custom Exited (1) 5 min ago caddy\nb2c3d4e5f6a1 adguard/adguardhome:latest Up 10 minutes adguard\nc3d4e5f6a1b2 ghcr.io/immich-app/immich-server:release Up 8 minutes immich-server\nd4e5f6a1b2c3 ghcr.io/immich-app/immich-machine-learning Up 8 minutes immich-ml\ne5f6a1b2c3d4 tensorchord/pgvecto-rs:pg14-v0.2.0 Up 10 minutes immich-postgres\nf6a1b2c3d4e5 redis:7-alpine Up 10 minutes immich-redis\na1b2c3d4e5f7 matrixdotorg/synapse:latest Restarting (1) 3 min ago synapse\nb2c3d4e5f6a2 postgres:16-alpine Up 10 minutes synapse-postgres\nc3d4e5f6a1b3 ghcr.io/paperless-ngx/paperless-ngx:latest Up 9 minutes paperless\nd4e5f6a1b2c4 ghcr.io/gethomepage/homepage:latest Up 10 minutes homepage\ne5f6a1b2c3d5 louislam/dockge:1 Up 10 minutes dockge\nf6a1b2c3d4e6 codeberg.org/forgejo/forgejo:10 Up 10 minutes forgejo\n```\n\nCaddy exited and Synapse keeps restarting. The Caddy logs show:\n\n```\n2026-03-07 08:00:01 Error: loading initial config: http app module: start: listening on :443: bind: address already in use\n```\n\nSynapse logs show:\n\n```\n2026-03-07 08:01:12 synapse.storage ERROR - Failed to connect to database: connection to server at \"synapse-postgres\" port 5432 failed: FATAL: the database system is starting up\n2026-03-07 08:02:15 synapse.storage ERROR - Failed to connect to database: connection to server at \"synapse-postgres\" port 5432 failed: FATAL: the database system is starting up\n```\n\nEverything else is up but I can't reach any service through HTTPS because Caddy is down. What's blocking port 443 and how do I fix this? Is the Synapse issue related?"
+ },
+ {
+ "turn": 2,
+ "run": 1,
+ "ctx_tokens_est": 1453,
+ "new_tokens_est": 1338,
+ "ttft": 0.936,
+ "gen_time": 1.935,
+ "gen_tps": 77.5,
+ "total": 2.871,
+ "output_tokens": 150,
+ "prompt_eval_count": 1676,
+ "prompt_eval_duration_ms": 822.9,
+ "_response": "Based on the provided information, here are some potential issues and improvements:\n\n**ML Processing Issues:**\n\n1. **Memory Limit**: The immich-ml container's memory limit is set to 12G, but it consistently uses around 11.8 GB during ML processing. This might be causing the slowdown.\n2. **Cache Volume**: The immich-ml-cache volume is not being used efficiently. Consider increasing its size or using a more efficient caching solution.\n\n**Postgres Database Growth:**\n\n1. **Indexing and Optimization**: Run `ANALYZE` and `VACUUM` on the tables to optimize performance.\n2. **Storage Limitations**: The Postgres database has grown to 8.4 GB,",
+ "_user": "Review this complete Docker Compose stack for our photo service and tell me if anything looks wrong, could cause issues, or should be improved:\n\n```yaml\nversion: \"3.8\"\n\nservices:\n immich-server:\n image: ghcr.io/immich-app/immich-server:release\n container_name: immich-server\n restart: unless-stopped\n ports:\n - \"2283:2283\"\n volumes:\n - /Users/alex/server/data/photos/upload:/usr/src/app/upload\n - /Users/alex/server/data/photos/external:/usr/src/app/external:ro\n environment:\n - DB_HOSTNAME=immich-postgres\n - DB_USERNAME=postgres\n - DB_PASSWORD=${IMMICH_DB_PASSWORD}\n - DB_DATABASE_NAME=immich\n - REDIS_HOSTNAME=immich-redis\n - IMMICH_MEDIA_LOCATION=/usr/src/app/upload\n - TZ=Europe/Berlin\n depends_on:\n immich-postgres:\n condition: service_healthy\n immich-redis:\n condition: service_started\n networks:\n - home\n healthcheck:\n test: [\"CMD-SHELL\", \"curl -f http://localhost:2283/api/server/ping || exit 1\"]\n interval: 30s\n timeout: 10s\n retries: 3\n start_period: 60s\n\n immich-ml:\n image: ghcr.io/immich-app/immich-machine-learning:release\n container_name: immich-ml\n restart: unless-stopped\n volumes:\n - immich-ml-cache:/cache\n environment:\n - MACHINE_LEARNING_CACHE_FOLDER=/cache\n - TRANSFORMERS_CACHE=/cache\n - TZ=Europe/Berlin\n deploy:\n resources:\n limits:\n memory: 12G\n reservations:\n memory: 4G\n networks:\n - home\n healthcheck:\n test: [\"CMD-SHELL\", \"python3 -c 'import urllib.request; urllib.request.urlopen(\\\"http://localhost:3003/ping\\\")' || exit 1\"]\n interval: 60s\n timeout: 15s\n retries: 3\n start_period: 120s\n\n immich-postgres:\n image: tensorchord/pgvecto-rs:pg14-v0.2.0\n container_name: immich-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/photos/db:/var/lib/postgresql/data\n environment:\n - POSTGRES_PASSWORD=${IMMICH_DB_PASSWORD}\n - POSTGRES_USER=postgres\n - POSTGRES_DB=immich\n - POSTGRES_INITDB_ARGS=--encoding=UTF-8 --lc-collate=C --lc-ctype=C\n - TZ=Europe/Berlin\n command:\n - postgres\n - -c\n - shared_preload_libraries=vectors.so\n - -c\n - search_path=\"$$user\",public,vectors\n - -c\n - logging_collector=on\n - -c\n - max_wal_size=2GB\n - -c\n - shared_buffers=512MB\n - -c\n - wal_compression=on\n networks:\n - home\n healthcheck:\n test: [\"CMD-SHELL\", \"pg_isready -U postgres -d immich\"]\n interval: 10s\n timeout: 5s\n retries: 5\n start_period: 30s\n\n immich-redis:\n image: redis:7-alpine\n container_name: immich-redis\n restart: unless-stopped\n command: redis-server --maxmemory 256mb --maxmemory-policy allkeys-lru\n networks:\n - home\n healthcheck:\n test: [\"CMD\", \"redis-cli\", \"ping\"]\n interval: 10s\n timeout: 5s\n retries: 3\n\nvolumes:\n immich-ml-cache:\n driver: local\n\nnetworks:\n home:\n external: true\n```\n\nAnd here is the current Caddy route for this service:\n\n```\n@photos host photos.home.example-home.net\nhandle @photos {\n reverse_proxy immich-server:2283\n}\n```\n\nThe service has been running for 3 months with ~15,000 photos. Recently I noticed:\n1. ML processing takes much longer than it used to (was finishing overnight, now takes 2+ days for a batch of 500 photos)\n2. The Postgres database has grown to 8.4 GB\n3. Memory usage spikes to 11.8 GB during ML processing (limit is 12G)\n4. Occasional 502 errors from Caddy when uploading large videos (>500MB)\n\nHere are the recent resource stats:\n\n```\n$ docker stats --no-stream\nCONTAINER ID NAME CPU % MEM USAGE / LIMIT MEM % NET I/O BLOCK I/O\na1b2c3d4e5f6 immich-server 2.1% 512MB / 64GB 0.8% 2.1GB / 156MB 45MB / 12MB\nb2c3d4e5f6a1 immich-ml 45.2% 11.8GB / 12GB 98.3% 890MB / 234MB 1.2GB / 89MB\nc3d4e5f6a1b2 immich-postgres 1.8% 1.1GB / 64GB 1.7% 234MB / 567MB 3.4GB / 1.8GB\nd4e5f6a1b2c3 immich-redis 0.1% 42MB / 256MB 16.4% 123MB / 98MB 1MB / 0B\n```\n\nAnd the Postgres table sizes:\n\n```\nSELECT schemaname, tablename, pg_size_pretty(pg_total_relation_size(schemaname||'.'||tablename)) AS size\nFROM pg_tables WHERE schemaname = 'public' ORDER BY pg_total_relation_size(schemaname||'.'||tablename) DESC LIMIT 15;\n\n schemaname | tablename | size\n-----------+------------------------------+---------\n public | smart_search | 3.2 GB\n public | asset_faces | 1.8 GB\n public | assets | 1.1 GB\n public | exif | 892 MB\n public | asset_job_status | 456 MB\n public | person | 234 MB\n public | albums_assets_assets | 189 MB\n public | activity | 123 MB\n public | move_history | 98 MB\n public | geodata_places | 87 MB\n public | system_metadata | 45 MB\n public | albums | 23 MB\n public | users | 1.2 MB\n public | api_keys | 48 kB\n public | system_config | 16 kB\n```"
+ },
+ {
+ "turn": 3,
+ "run": 1,
+ "ctx_tokens_est": 3015,
+ "new_tokens_est": 2900,
+ "ttft": 2.442,
+ "gen_time": 1.971,
+ "gen_tps": 76.1,
+ "total": 4.412,
+ "output_tokens": 150,
+ "prompt_eval_count": 3607,
+ "prompt_eval_duration_ms": 2319.2,
+ "_response": "Based on your configuration, here are the key changes and considerations for migrating to a Mac Studio M4 Ultra:\n\n**Changes:**\n\n1. **Update Docker images**: Since the M4 Ultra uses Apple Silicon (M2), you'll need to update your Docker images to use arm64 architectures instead of x86_64.\n2. **Increase memory limits**: With 96GB RAM, you can increase the memory limits for containers that require more resources, such as immich-ml and kit.\n3. **Update Ollama configuration**: As Ollama is not compatible with M1/M2 chips, you'll need to update your Ollama configuration to use a different model or version.\n\n**What can be kept as-is:**\n\n",
+ "_user": "I need help planning a migration. Here's my current complete server configuration. Review it and suggest what needs to change if I move from Mac Studio M1 Max to Mac Studio M4 Ultra:\n\n## Current Caddyfile\n\n```\n{\n acme_dns hetzner {\n api_token {env.HETZNER_API_TOKEN}\n }\n}\n\n*.home.example-home.net {\n tls {\n dns hetzner {env.HETZNER_API_TOKEN}\n propagation_delay 30s\n propagation_timeout 5m\n }\n\n @status host status.home.example-home.net\n handle @status {\n reverse_proxy homepage:3000\n }\n\n @dns host dns.home.example-home.net\n handle @dns {\n reverse_proxy adguard:80\n }\n\n @photos host photos.home.example-home.net\n handle @photos {\n reverse_proxy immich-server:2283 {\n header_up X-Real-IP {remote_host}\n transport http {\n read_timeout 600s\n }\n }\n }\n\n @chat host chat.home.example-home.net\n handle @chat {\n reverse_proxy open-webui:8080\n }\n\n @messages host messages.home.example-home.net\n handle @messages {\n handle /.well-known/matrix/client {\n header Content-Type application/json\n respond `{\"m.homeserver\":{\"base_url\":\"https://messages.home.example-home.net\"}}`\n }\n handle /.well-known/matrix/server {\n header Content-Type application/json\n respond `{\"m.server\":\"messages.home.example-home.net:443\"}`\n }\n handle /_matrix/* {\n reverse_proxy synapse:8008\n }\n handle {\n reverse_proxy element-web:80\n }\n }\n\n @docs host docs.home.example-home.net\n handle @docs {\n reverse_proxy paperless:8000\n }\n\n @manage host manage.home.example-home.net\n handle @manage {\n reverse_proxy dockge:5001\n }\n\n @code host code.home.example-home.net\n handle @code {\n reverse_proxy forgejo:3000\n }\n\n handle {\n respond \"Not found\" 404\n }\n}\n```\n\n## Docker Compose: Infrastructure\n\n```yaml\nversion: \"3.8\"\n\nservices:\n caddy:\n image: caddy:2-custom\n build:\n context: .\n dockerfile: Dockerfile\n container_name: caddy\n restart: unless-stopped\n ports:\n - \"80:80\"\n - \"443:443\"\n volumes:\n - ./Caddyfile:/etc/caddy/Caddyfile\n - caddy-data:/data\n - caddy-config:/config\n networks:\n - home\n environment:\n - HETZNER_API_TOKEN=${HETZNER_API_TOKEN}\n\n adguard:\n image: adguard/adguardhome:latest\n container_name: adguard\n restart: unless-stopped\n ports:\n - \"53:53/tcp\"\n - \"53:53/udp\"\n - \"8080:80\"\n volumes:\n - adguard-work:/opt/adguardhome/work\n - adguard-conf:/opt/adguardhome/conf\n networks:\n - home\n\n homepage:\n image: ghcr.io/gethomepage/homepage:latest\n container_name: homepage\n restart: unless-stopped\n ports:\n - \"3001:3000\"\n volumes:\n - ./homepage-config:/app/config\n networks:\n - home\n\n dockge:\n image: louislam/dockge:1\n container_name: dockge\n restart: unless-stopped\n ports:\n - \"5001:5001\"\n volumes:\n - /var/run/docker.sock:/var/run/docker.sock\n - dockge-data:/app/data\n - /Users/alex/server/family-server/stacks:/opt/stacks\n environment:\n - DOCKGE_STACKS_DIR=/opt/stacks\n networks:\n - home\n\nvolumes:\n caddy-data:\n caddy-config:\n adguard-work:\n adguard-conf:\n dockge-data:\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Photos (Immich)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n immich-server:\n image: ghcr.io/immich-app/immich-server:release\n container_name: immich-server\n restart: unless-stopped\n ports:\n - \"2283:2283\"\n volumes:\n - /Users/alex/server/data/photos/upload:/usr/src/app/upload\n - /Users/alex/server/data/photos/external:/usr/src/app/external:ro\n environment:\n - DB_HOSTNAME=immich-postgres\n - DB_USERNAME=postgres\n - DB_PASSWORD=${IMMICH_DB_PASSWORD}\n - DB_DATABASE_NAME=immich\n - REDIS_HOSTNAME=immich-redis\n - TZ=Europe/Berlin\n depends_on:\n - immich-postgres\n - immich-redis\n networks:\n - home\n\n immich-ml:\n image: ghcr.io/immich-app/immich-machine-learning:release\n container_name: immich-ml\n restart: unless-stopped\n volumes:\n - immich-ml-cache:/cache\n deploy:\n resources:\n limits:\n memory: 12G\n networks:\n - home\n\n immich-postgres:\n image: tensorchord/pgvecto-rs:pg14-v0.2.0\n container_name: immich-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/photos/db:/var/lib/postgresql/data\n environment:\n - POSTGRES_PASSWORD=${IMMICH_DB_PASSWORD}\n - POSTGRES_USER=postgres\n - POSTGRES_DB=immich\n networks:\n - home\n\n immich-redis:\n image: redis:7-alpine\n container_name: immich-redis\n restart: unless-stopped\n networks:\n - home\n\nvolumes:\n immich-ml-cache:\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Messages (Matrix)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n synapse:\n image: matrixdotorg/synapse:latest\n container_name: synapse\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/messages/synapse-data:/data\n environment:\n - SYNAPSE_CONFIG_DIR=/data\n depends_on:\n - synapse-postgres\n networks:\n - home\n\n synapse-postgres:\n image: postgres:16-alpine\n container_name: synapse-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/messages/postgres:/var/lib/postgresql/data\n environment:\n - POSTGRES_USER=synapse\n - POSTGRES_PASSWORD=${SYNAPSE_DB_PASSWORD}\n - POSTGRES_DB=synapse\n - POSTGRES_INITDB_ARGS=--encoding=UTF-8 --lc-collate=C --lc-ctype=C\n networks:\n - home\n\n element-web:\n image: vectorim/element-web:latest\n container_name: element-web\n restart: unless-stopped\n volumes:\n - ./element-config.json:/app/config.json:ro\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Documents (Paperless-ngx)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n paperless:\n image: ghcr.io/paperless-ngx/paperless-ngx:latest\n container_name: paperless\n restart: unless-stopped\n ports:\n - \"8000:8000\"\n volumes:\n - /Users/alex/server/data/documents/data:/usr/src/paperless/data\n - /Users/alex/server/data/documents/media:/usr/src/paperless/media\n - /Users/alex/server/data/documents/consume:/usr/src/paperless/consume\n environment:\n - PAPERLESS_DBENGINE=sqlite\n - PAPERLESS_OCR_LANGUAGE=deu+eng\n - PAPERLESS_URL=https://docs.home.example-home.net\n - PAPERLESS_TIME_ZONE=Europe/Berlin\n - PAPERLESS_OCR_MODE=skip\n - PAPERLESS_TASK_WORKERS=2\n - PAPERLESS_CONSUMER_POLLING=30\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Git (Forgejo)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n forgejo:\n image: codeberg.org/forgejo/forgejo:10\n container_name: forgejo\n restart: unless-stopped\n ports:\n - \"3000:3000\"\n - \"222:22\"\n volumes:\n - /Users/alex/server/data/code-repo:/data\n environment:\n - USER_UID=1000\n - USER_GID=1000\n - FORGEJO__server__ROOT_URL=https://code.home.example-home.net\n - FORGEJO__server__SSH_PORT=222\n - FORGEJO__database__DB_TYPE=sqlite3\n - FORGEJO__service__DISABLE_REGISTRATION=true\n - FORGEJO__repository__DEFAULT_PRIVATE=true\n - FORGEJO__mirror__DEFAULT_INTERVAL=8h\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: AI Bots\n\n```yaml\nversion: \"3.8\"\n\nservices:\n butler:\n image: openclaw-matrix:latest\n build:\n context: ../openclaw\n container_name: butler\n restart: unless-stopped\n volumes:\n - ./config:/root/.openclaw\n environment:\n - OLLAMA_BASE_URL=http://host.docker.internal:11434\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@assistant:example-home.net\n - MATRIX_PASSWORD=${BUTLER_MATRIX_PASSWORD}\n networks:\n - home\n\n alfred:\n image: openclaw-matrix:latest\n container_name: alfred\n restart: unless-stopped\n volumes:\n - ./alfred-config:/root/.openclaw\n environment:\n - OPENROUTER_API_KEY=${OPENROUTER_API_KEY}\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@alfred:example-home.net\n - MATRIX_PASSWORD=${ALFRED_MATRIX_PASSWORD}\n networks:\n - home\n - personal-agent\n\n kit:\n image: kit-assistant:latest\n build:\n context: ../assistant\n container_name: kit\n restart: unless-stopped\n volumes:\n - ./kit-workspace:/workspace\n - /var/run/docker.sock:/var/run/docker.sock:ro\n environment:\n - OLLAMA_BASE_URL=http://host.docker.internal:11434\n - OLLAMA_MODEL=qwen3-coder:30b\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@kit-bot:example-home.net\n - MATRIX_PASSWORD=${KIT_MATRIX_PASSWORD}\n - FK_HOMEPAGE_URL=http://homepage:3000\n - FK_PAPERLESS_URL=http://paperless:8000\n - FK_OLLAMA_URL=http://host.docker.internal:11434\n networks:\n - home\n\nnetworks:\n home:\n external: true\n personal-agent:\n external: true\n```\n\n## Current Resource Usage\n\n```\n$ docker stats --no-stream\nCONTAINER CPU % MEM USAGE / LIMIT NET I/O BLOCK I/O\ncaddy 0.1% 42MB / 64GB 12GB / 8.4GB 45MB / 12MB\nadguard 0.3% 128MB / 64GB 890MB / 234MB 123MB / 67MB\nimmich-server 2.1% 512MB / 64GB 2.1GB / 156MB 45MB / 12MB\nimmich-ml 0.2% 2.1GB / 12GB 890MB / 234MB 1.2GB / 89MB\nimmich-pg 1.8% 1.1GB / 64GB 234MB / 567MB 3.4GB / 1.8GB\nimmich-redis 0.1% 42MB / 64GB 123MB / 98MB 1MB / 0B\nsynapse 0.4% 380MB / 64GB 456MB / 234MB 890MB / 345MB\nsynapse-pg 0.2% 256MB / 64GB 234MB / 123MB 1.2GB / 678MB\nelement-web 0.0% 12MB / 64GB 45MB / 89MB 1MB / 0B\npaperless 0.2% 620MB / 64GB 123MB / 67MB 2.3GB / 1.1GB\nhomepage 0.0% 38MB / 64GB 23MB / 12MB 5MB / 1MB\ndockge 0.1% 52MB / 64GB 12MB / 8MB 3MB / 1MB\nforgejo 0.1% 95MB / 64GB 45MB / 23MB 234MB / 67MB\nbutler 0.1% 180MB / 64GB 23MB / 12MB 12MB / 3MB\nalfred 0.1% 180MB / 64GB 34MB / 18MB 15MB / 4MB\nkit 0.3% 210MB / 64GB 67MB / 34MB 23MB / 8MB\n```\n\n## Disk Usage\n\n```\n$ df -h\nFilesystem Size Used Avail Use% Mounted on\n/dev/disk1s1 3.6T 1.2T 2.4T 33% /\n/dev/disk5s1 5.5T 3.8T 1.7T 69% /Volumes/backup-vault\n/dev/disk4s1 5.5T 4.1T 1.4T 75% /Volumes/time-machine\n\n$ du -sh ~/server/data/*\n634G /Users/alex/server/data/photos\n12G /Users/alex/server/data/documents\n2.1G /Users/alex/server/data/messages\n890M /Users/alex/server/data/code-repo\n```\n\n## Ollama Configuration\n\n```\n$ ollama list\nNAME SIZE MODIFIED\nllama3.1:8b 4.7 GB 2 days ago\nqwen2.5:32b 19 GB 5 days ago\nqwen3-coder:30b 17 GB 1 day ago\nqwen3.5:35b-a3b 21 GB 3 hours ago\n\n$ cat ~/Library/LaunchAgents/com.ollama.plist | grep -A1 OLLAMA\nOLLAMA_HOST\n0.0.0.0\nOLLAMA_KEEP_ALIVE\n5m\n```\n\nWhat needs to change for the M4 Ultra migration? What can I keep as-is? Any performance improvements I should expect?"
+ },
+ {
+ "turn": 4,
+ "run": 1,
+ "ctx_tokens_est": 8496,
+ "new_tokens_est": 8381,
+ "ttft": 13.129,
+ "gen_time": 2.543,
+ "gen_tps": 59.0,
+ "total": 15.672,
+ "output_tokens": 150,
+ "prompt_eval_count": 12477,
+ "prompt_eval_duration_ms": 12973.7,
+ "_response": "I'll review the logs and configuration files to identify potential issues, security concerns, and optimization opportunities.\n\n**Issues:**\n\n1. **Vault-sync script**: The `vault-sync.sh` script uses an outdated approach for interacting with the Time Machine backup drive. It's recommended to use the newer `tmutil` command instead.\n2. **Disk space issues**: The Time Machine disk is approaching 75% capacity, which may cause problems in the future. Consider expanding the disk or implementing a more robust backup strategy.\n3. **Low memory condition**: The immich-ml container triggered a low memory warning due to running out of RAM (98.3%). This might be avoided by increasing the container's memory limit or optimizing its resource usage.\n\n**",
+ "_user": "Here is our complete server configuration and 24-hour log bundle. Audit everything for issues, security concerns, and optimization opportunities:\n\n## Caddyfile\n\n```\n{\n acme_dns hetzner {\n api_token {env.HETZNER_API_TOKEN}\n }\n}\n\n*.home.example-home.net {\n tls {\n dns hetzner {env.HETZNER_API_TOKEN}\n propagation_delay 30s\n propagation_timeout 5m\n }\n\n @status host status.home.example-home.net\n handle @status {\n reverse_proxy homepage:3000\n }\n\n @dns host dns.home.example-home.net\n handle @dns {\n reverse_proxy adguard:80\n }\n\n @photos host photos.home.example-home.net\n handle @photos {\n reverse_proxy immich-server:2283 {\n header_up X-Real-IP {remote_host}\n transport http {\n read_timeout 600s\n }\n }\n }\n\n @chat host chat.home.example-home.net\n handle @chat {\n reverse_proxy open-webui:8080\n }\n\n @messages host messages.home.example-home.net\n handle @messages {\n handle /.well-known/matrix/client {\n header Content-Type application/json\n respond `{\"m.homeserver\":{\"base_url\":\"https://messages.home.example-home.net\"}}`\n }\n handle /.well-known/matrix/server {\n header Content-Type application/json\n respond `{\"m.server\":\"messages.home.example-home.net:443\"}`\n }\n handle /_matrix/* {\n reverse_proxy synapse:8008\n }\n handle {\n reverse_proxy element-web:80\n }\n }\n\n @docs host docs.home.example-home.net\n handle @docs {\n reverse_proxy paperless:8000\n }\n\n @manage host manage.home.example-home.net\n handle @manage {\n reverse_proxy dockge:5001\n }\n\n @code host code.home.example-home.net\n handle @code {\n reverse_proxy forgejo:3000\n }\n\n handle {\n respond \"Not found\" 404\n }\n}\n```\n\n## Docker Compose: Infrastructure\n\n```yaml\nversion: \"3.8\"\n\nservices:\n caddy:\n image: caddy:2-custom\n build:\n context: .\n dockerfile: Dockerfile\n container_name: caddy\n restart: unless-stopped\n ports:\n - \"80:80\"\n - \"443:443\"\n volumes:\n - ./Caddyfile:/etc/caddy/Caddyfile\n - caddy-data:/data\n - caddy-config:/config\n networks:\n - home\n environment:\n - HETZNER_API_TOKEN=${HETZNER_API_TOKEN}\n\n adguard:\n image: adguard/adguardhome:latest\n container_name: adguard\n restart: unless-stopped\n ports:\n - \"53:53/tcp\"\n - \"53:53/udp\"\n - \"8080:80\"\n volumes:\n - adguard-work:/opt/adguardhome/work\n - adguard-conf:/opt/adguardhome/conf\n networks:\n - home\n\n homepage:\n image: ghcr.io/gethomepage/homepage:latest\n container_name: homepage\n restart: unless-stopped\n ports:\n - \"3001:3000\"\n volumes:\n - ./homepage-config:/app/config\n networks:\n - home\n env_file:\n - .env\n\n dockge:\n image: louislam/dockge:1\n container_name: dockge\n restart: unless-stopped\n ports:\n - \"5001:5001\"\n volumes:\n - /var/run/docker.sock:/var/run/docker.sock\n - dockge-data:/app/data\n - /Users/alex/server/family-server/stacks:/opt/stacks\n environment:\n - DOCKGE_STACKS_DIR=/opt/stacks\n networks:\n - home\n\nvolumes:\n caddy-data:\n caddy-config:\n adguard-work:\n adguard-conf:\n dockge-data:\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Photos (Immich)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n immich-server:\n image: ghcr.io/immich-app/immich-server:release\n container_name: immich-server\n restart: unless-stopped\n ports:\n - \"2283:2283\"\n volumes:\n - /Users/alex/server/data/photos/upload:/usr/src/app/upload\n - /Users/alex/server/data/photos/external:/usr/src/app/external:ro\n environment:\n - DB_HOSTNAME=immich-postgres\n - DB_USERNAME=postgres\n - DB_PASSWORD=${IMMICH_DB_PASSWORD}\n - DB_DATABASE_NAME=immich\n - REDIS_HOSTNAME=immich-redis\n - TZ=Europe/Berlin\n depends_on:\n - immich-postgres\n - immich-redis\n networks:\n - home\n\n immich-ml:\n image: ghcr.io/immich-app/immich-machine-learning:release\n container_name: immich-ml\n restart: unless-stopped\n volumes:\n - immich-ml-cache:/cache\n deploy:\n resources:\n limits:\n memory: 12G\n networks:\n - home\n\n immich-postgres:\n image: tensorchord/pgvecto-rs:pg14-v0.2.0\n container_name: immich-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/photos/db:/var/lib/postgresql/data\n environment:\n - POSTGRES_PASSWORD=${IMMICH_DB_PASSWORD}\n - POSTGRES_USER=postgres\n - POSTGRES_DB=immich\n networks:\n - home\n\n immich-redis:\n image: redis:7-alpine\n container_name: immich-redis\n restart: unless-stopped\n networks:\n - home\n\nvolumes:\n immich-ml-cache:\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Messages (Matrix)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n synapse:\n image: matrixdotorg/synapse:latest\n container_name: synapse\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/messages/synapse-data:/data\n environment:\n - SYNAPSE_CONFIG_DIR=/data\n depends_on:\n - synapse-postgres\n networks:\n - home\n\n synapse-postgres:\n image: postgres:16-alpine\n container_name: synapse-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/messages/postgres:/var/lib/postgresql/data\n environment:\n - POSTGRES_USER=synapse\n - POSTGRES_PASSWORD=${SYNAPSE_DB_PASSWORD}\n - POSTGRES_DB=synapse\n - POSTGRES_INITDB_ARGS=--encoding=UTF-8 --lc-collate=C --lc-ctype=C\n networks:\n - home\n\n element-web:\n image: vectorim/element-web:latest\n container_name: element-web\n restart: unless-stopped\n volumes:\n - ./element-config.json:/app/config.json:ro\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Documents (Paperless-ngx)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n paperless:\n image: ghcr.io/paperless-ngx/paperless-ngx:latest\n container_name: paperless\n restart: unless-stopped\n ports:\n - \"8000:8000\"\n volumes:\n - /Users/alex/server/data/documents/data:/usr/src/paperless/data\n - /Users/alex/server/data/documents/media:/usr/src/paperless/media\n - /Users/alex/server/data/documents/consume:/usr/src/paperless/consume\n environment:\n - PAPERLESS_DBENGINE=sqlite\n - PAPERLESS_OCR_LANGUAGE=deu+eng\n - PAPERLESS_URL=https://docs.home.example-home.net\n - PAPERLESS_TIME_ZONE=Europe/Berlin\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Git (Forgejo)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n forgejo:\n image: codeberg.org/forgejo/forgejo:10\n container_name: forgejo\n restart: unless-stopped\n ports:\n - \"3000:3000\"\n - \"222:22\"\n volumes:\n - /Users/alex/server/data/code-repo:/data\n environment:\n - USER_UID=1000\n - USER_GID=1000\n - FORGEJO__server__ROOT_URL=https://code.home.example-home.net\n - FORGEJO__server__SSH_PORT=222\n - FORGEJO__database__DB_TYPE=sqlite3\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: AI Bots\n\n```yaml\nversion: \"3.8\"\n\nservices:\n butler:\n image: openclaw-matrix:latest\n build:\n context: ../openclaw\n container_name: butler\n restart: unless-stopped\n volumes:\n - ./config:/root/.openclaw\n environment:\n - OLLAMA_BASE_URL=http://host.docker.internal:11434\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@assistant:example-home.net\n - MATRIX_PASSWORD=${BUTLER_MATRIX_PASSWORD}\n networks:\n - home\n\n alfred:\n image: openclaw-matrix:latest\n container_name: alfred\n restart: unless-stopped\n volumes:\n - ./alfred-config:/root/.openclaw\n environment:\n - OPENROUTER_API_KEY=${OPENROUTER_API_KEY}\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@alfred:example-home.net\n - MATRIX_PASSWORD=${ALFRED_MATRIX_PASSWORD}\n networks:\n - home\n - personal-agent\n\n kit:\n image: kit-assistant:latest\n build:\n context: ../assistant\n container_name: kit\n restart: unless-stopped\n volumes:\n - ./kit-workspace:/workspace\n - /var/run/docker.sock:/var/run/docker.sock:ro\n environment:\n - OLLAMA_BASE_URL=http://host.docker.internal:11434\n - OLLAMA_MODEL=qwen3-coder:30b\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@kit-bot:example-home.net\n - MATRIX_PASSWORD=${KIT_MATRIX_PASSWORD}\n - FK_HOMEPAGE_URL=http://homepage:3000\n - FK_PAPERLESS_URL=http://paperless:8000\n - FK_OLLAMA_URL=http://host.docker.internal:11434\n networks:\n - home\n\nnetworks:\n home:\n external: true\n personal-agent:\n external: true\n```\n\n## Backup Configuration (vault-sync.sh excerpt)\n\n```bash\n#!/bin/bash\nset -euo pipefail\n\nVAULT_NAME=\"backup-vault\"\nDATA_DIR=\"$HOME/server/data\"\nSNAPSHOT_DIR=\"/Volumes/$VAULT_NAME/snapshots/$(date +%Y-%m-%d)\"\nLOG_FILE=\"$DATA_DIR/logs/vault-sync.log\"\n\n# Unlock vault drive from keychain\nPASS=$(security find-generic-password -s \"$VAULT_NAME\" -w 2>/dev/null)\necho \"$PASS\" | diskutil apfs unlockVolume \"$VAULT_NAME\" -stdinpassphrase\n\n# Rsync with delete (mirror)\nrsync -av --delete \\\n --exclude '.DS_Store' \\\n --exclude '*.tmp' \\\n --exclude 'immich-ml-cache/' \\\n \"$DATA_DIR/\" \"$SNAPSHOT_DIR/\"\n\n# Apply WORM protection\nchflags -R uchg \"$SNAPSHOT_DIR/\"\n\n# Try to eject (non-fatal if it fails)\ndiskutil eject \"$VAULT_NAME\" 2>/dev/null || true\n```\n\n## Ollama Configuration\n\n```\n$ ollama list\nNAME SIZE MODIFIED\nllama3.1:8b 4.7 GB 2 days ago\nqwen2.5:32b 19 GB 5 days ago\nqwen3-coder:30b 17 GB 1 day ago\nqwen3.5:35b-a3b 21 GB 3 hours ago\n\n$ ollama ps\nNAME SIZE PROCESSOR UNTIL\nqwen3.5:35b-a3b 21 GB 100% GPU 4 minutes from now\n```\n\n## Server Logs: Last 24 Hours\n\n```\n=== 2026-03-06 22:00 - EVENING STATUS ===\n\n2026-03-06 22:00:00 [docker] INFO: Container health check summary:\n2026-03-06 22:00:00 [docker] caddy: healthy (uptime: 3d 15h)\n2026-03-06 22:00:00 [docker] adguard: healthy (uptime: 3d 15h)\n2026-03-06 22:00:00 [docker] immich-server: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] immich-ml: healthy (uptime: 3d 15h) [idle]\n2026-03-06 22:00:01 [docker] immich-postgres: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] immich-redis: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] synapse: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] synapse-postgres: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] element-web: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] paperless: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] homepage: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] dockge: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] forgejo: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] butler: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] alfred: healthy (uptime: 3d 15h)\n2026-03-06 22:00:03 [docker] kit: healthy (uptime: 23h)\n2026-03-06 22:00:03 [docker] server-bot: healthy (uptime: 3d 15h)\n2026-03-06 22:00:03 [docker] INFO: 17/17 containers healthy. Memory: 38.4GB / 64GB\n\n2026-03-06 22:00:05 [adguard] INFO: Daily DNS statistics:\n2026-03-06 22:00:05 [adguard] INFO: Total queries today: 134,521\n2026-03-06 22:00:05 [adguard] INFO: Blocked: 36,847 (27.4%)\n2026-03-06 22:00:05 [adguard] INFO: Average response time: 13ms\n2026-03-06 22:00:06 [adguard] INFO: Top blocked domains:\n2026-03-06 22:00:06 [adguard] INFO: 1. telemetry.microsoft.com (7,842 queries)\n2026-03-06 22:00:06 [adguard] INFO: 2. ads.google.com (3,921 queries)\n2026-03-06 22:00:06 [adguard] INFO: 3. graph.facebook.com (3,456 queries)\n2026-03-06 22:00:06 [adguard] INFO: 4. app-measurement.com (2,847 queries)\n2026-03-06 22:00:06 [adguard] INFO: 5. analytics.google.com (2,134 queries)\n2026-03-06 22:00:07 [adguard] INFO: Unique clients: 8\n2026-03-06 22:00:07 [adguard] INFO: Client breakdown:\n2026-03-06 22:00:07 [adguard] INFO: 192.168.188.46 (mac-alex): 42,847 queries\n2026-03-06 22:00:07 [adguard] INFO: 192.168.188.101 (iphone-alex): 31,234 queries\n2026-03-06 22:00:07 [adguard] INFO: 192.168.188.102 (ipad-kids): 24,567 queries\n2026-03-06 22:00:07 [adguard] INFO: 192.168.188.105 (macbook-alex): 18,934 queries\n2026-03-06 22:00:08 [adguard] INFO: 192.168.188.110 (smart-tv): 8,234 queries\n2026-03-06 22:00:08 [adguard] INFO: 192.168.188.111 (echo-kitchen): 5,123 queries\n2026-03-06 22:00:08 [adguard] INFO: 192.168.188.112 (echo-living): 3,456 queries\n2026-03-06 22:00:08 [adguard] WARNING: Client 192.168.188.103 (laptop-guest) bypassed AdGuard for 24h\n2026-03-06 22:00:08 [adguard] WARNING: 1,847 direct queries to external DNS detected\n2026-03-06 22:00:08 [adguard] INFO: Upstream DNS performance:\n2026-03-06 22:00:09 [adguard] INFO: 1.1.1.1 (Cloudflare): avg 11ms, p99 45ms\n2026-03-06 22:00:09 [adguard] INFO: 8.8.8.8 (Google): avg 16ms, p99 67ms\n\n2026-03-06 22:15:00 [synapse] INFO: POST /_matrix/client/v3/rooms/!fam123:example-home.net/send/m.room.message - 200 OK (8ms)\n2026-03-06 22:15:01 [synapse] INFO: PUT /_matrix/client/v3/rooms/!fam123:example-home.net/read_markers - 200 OK (3ms)\n2026-03-06 22:30:00 [synapse] INFO: Background job: purge_old_device_messages completed (12ms)\n2026-03-06 23:00:00 [synapse] INFO: Background job: purge_expired_account_data completed (45ms)\n\n=== 2026-03-07 00:00 - MIDNIGHT ===\n\n2026-03-07 00:00:00 [adguard] INFO: DNS filter list update check\n2026-03-07 00:00:02 [adguard] INFO: AdGuard DNS filter: 48,234 rules (no update)\n2026-03-07 00:00:02 [adguard] INFO: OISD Full: 312,847 rules (updated, +234 rules)\n2026-03-07 00:00:03 [adguard] INFO: Steven Black hosts: 89,234 rules (no update)\n2026-03-07 00:00:03 [adguard] INFO: Total active rules: 450,315\n\n2026-03-07 00:30:00 [forgejo] INFO: Repository statistics update\n2026-03-07 00:30:01 [forgejo] INFO: Repositories: 8 (5 active, 2 mirrors, 1 archived)\n2026-03-07 00:30:01 [forgejo] INFO: Total git objects: 12,847\n2026-03-07 00:30:01 [forgejo] INFO: Total LFS objects: 0\n2026-03-07 00:30:02 [forgejo] INFO: Database size: 23MB\n\n=== 2026-03-07 02:00 - BACKUP JOB ===\n\n2026-03-07 01:55:00 [cron] Starting vault-sync backup job\n2026-03-07 01:55:01 [vault-sync] INFO: Checking vault drive status...\n2026-03-07 01:55:01 [vault-sync] INFO: Volume 'backup-vault' not mounted, attempting unlock\n2026-03-07 01:55:02 [vault-sync] INFO: Retrieving passphrase from login keychain\n2026-03-07 01:55:02 [vault-sync] INFO: Running: diskutil apfs unlockVolume backup-vault -stdinpassphrase\n2026-03-07 01:55:08 [vault-sync] INFO: Volume backup-vault mounted at /Volumes/backup-vault\n2026-03-07 01:55:08 [vault-sync] INFO: Previous snapshot found: 2026-03-06 (823.4 GB)\n2026-03-07 01:55:08 [vault-sync] INFO: Starting rsync: /Users/alex/server/data/ -> /Volumes/backup-vault/snapshots/2026-03-07/\n2026-03-07 01:55:08 [rsync] building file list... done\n2026-03-07 01:55:09 [rsync] photos/upload/library/2026/03/06/IMG_4501.jpg (4.2MB)\n2026-03-07 01:55:09 [rsync] photos/upload/library/2026/03/06/IMG_4502.jpg (3.8MB)\n2026-03-07 01:55:09 [rsync] photos/upload/library/2026/03/06/IMG_4503.jpg (5.1MB)\n2026-03-07 01:55:10 [rsync] photos/upload/library/2026/03/06/IMG_4504.jpg (4.7MB)\n2026-03-07 01:55:10 [rsync] photos/upload/library/2026/03/06/IMG_4505.jpg (3.9MB)\n2026-03-07 01:55:11 [rsync] photos/upload/library/2026/03/06/IMG_4506.jpg (4.4MB)\n2026-03-07 01:55:11 [rsync] photos/upload/library/2026/03/06/IMG_4507.heic (2.1MB)\n2026-03-07 01:55:12 [rsync] photos/upload/library/2026/03/06/IMG_4508.heic (2.3MB)\n2026-03-07 01:55:12 [rsync] photos/upload/library/2026/03/06/IMG_4509.heic (1.9MB)\n2026-03-07 01:55:13 [rsync] photos/upload/library/2026/03/06/IMG_4510.heic (2.5MB)\n2026-03-07 01:55:13 [rsync] photos/upload/library/2026/03/06/IMG_4511.mov (234MB)\n2026-03-07 01:55:18 [rsync] photos/upload/library/2026/03/06/IMG_4512.mov (189MB)\n2026-03-07 01:55:24 [rsync] photos/upload/library/2026/03/06/IMG_4513.mov (312MB)\n2026-03-07 01:55:30 [rsync] photos/upload/library/2026/03/06/IMG_4514.jpg (4.8MB)\n2026-03-07 01:55:30 [rsync] photos/upload/library/2026/03/06/IMG_4515.jpg (3.6MB)\n2026-03-07 01:55:31 [rsync] photos/upload/library/2026/03/06/IMG_4516.jpg (5.2MB)\n2026-03-07 01:55:31 [rsync] photos/upload/library/2026/03/06/IMG_4517.jpg (4.1MB)\n2026-03-07 01:55:32 [rsync] photos/upload/library/2026/03/06/IMG_4518.jpg (3.7MB)\n2026-03-07 01:55:32 [rsync] photos/upload/library/2026/03/06/IMG_4519.jpg (4.9MB)\n2026-03-07 01:55:33 [rsync] photos/upload/library/2026/03/06/IMG_4520.jpg (3.4MB)\n2026-03-07 01:55:33 [rsync] photos/upload/library/2026/03/06/IMG_4521.jpg (4.6MB)\n2026-03-07 01:55:34 [rsync] photos/upload/thumbs/2026/03/06/ (42 files, 8.4MB total)\n2026-03-07 01:55:36 [rsync] photos/upload/encoded-video/2026/03/06/ (3 files, 67MB total)\n2026-03-07 01:55:40 [rsync] photos/db/base/16384/ (delta sync, 12MB)\n2026-03-07 01:55:41 [rsync] documents/data/index/whoosh/ (12 files, 45MB)\n2026-03-07 01:55:41 [rsync] documents/media/documents/originals/2026/03/ (3 files, 2.1MB)\n2026-03-07 01:55:41 [rsync] documents/media/documents/thumbnails/2026/03/ (3 files, 890KB)\n2026-03-07 01:55:42 [rsync] documents/data/db.sqlite3 (234MB)\n2026-03-07 01:55:43 [rsync] messages/synapse-data/media_store/local_content/ (8 files, 12MB)\n2026-03-07 01:55:43 [rsync] messages/synapse-data/media_store/local_thumbnails/ (8 files, 1.2MB)\n2026-03-07 01:55:44 [rsync] messages/postgres/base/16384/ (14 files, delta)\n2026-03-07 01:55:44 [rsync] messages/postgres/pg_wal/000000010000000000000047 (16MB)\n2026-03-07 01:55:44 [rsync] messages/postgres/pg_wal/000000010000000000000048 (16MB)\n2026-03-07 01:55:45 [rsync] code-repo/data/gitea-repositories/alex/ (4 repos, delta)\n2026-03-07 01:55:45 [rsync] code-repo/data/gitea.db (23MB)\n2026-03-07 01:55:46 [rsync] logs/ (2 files, 1.2MB)\n2026-03-07 01:55:46 [rsync] sent 12,438,291,456 bytes received 48,721 bytes 24,876,580,354.00 bytes/sec\n2026-03-07 01:55:46 [rsync] total size is 892,341,567,488 speedup is 71.74\n2026-03-07 01:55:46 [vault-sync] INFO: rsync completed: 1,847 files, 12.4 GB transferred\n2026-03-07 01:55:47 [vault-sync] INFO: Applying uchg flags to snapshot...\n2026-03-07 01:55:48 [vault-sync] INFO: chflags -R uchg /Volumes/backup-vault/snapshots/2026-03-07/\n2026-03-07 01:56:12 [vault-sync] INFO: uchg flags applied to 23,847 items (24.2s)\n2026-03-07 01:56:12 [vault-sync] INFO: Attempting vault eject...\n2026-03-07 01:56:13 [vault-sync] ERROR: diskutil eject failed: 'Dissent error 49153'\n2026-03-07 01:56:13 [vault-sync] WARNING: Vault eject failed (non-fatal). Drive remains mounted but protected by uchg.\n2026-03-07 01:56:14 [vault-sync] INFO: Sending notification...\n2026-03-07 01:56:14 [vault-sync] INFO: macOS notification sent: \"Backup completed with warnings\"\n2026-03-07 01:56:14 [vault-sync] INFO: Backup completed with warnings. Duration: 1m 14s\n2026-03-07 02:00:00 [cron] Next vault-sync scheduled: 2026-03-08 02:00:00\n\n=== 2026-03-07 03:00 - TIME MACHINE ===\n\n2026-03-07 03:00:01 [timemachine] INFO: Starting automatic backup\n2026-03-07 03:00:02 [timemachine] INFO: Destination: time-machine (APFS, /Volumes/time-machine)\n2026-03-07 03:00:03 [timemachine] INFO: Preparing backup...\n2026-03-07 03:00:15 [timemachine] INFO: Calculating changes since 2026-03-06 03:00:00\n2026-03-07 03:00:45 [timemachine] INFO: 4,521 items changed (12.8 GB)\n2026-03-07 03:01:00 [timemachine] INFO: Copying files...\n2026-03-07 03:08:42 [timemachine] INFO: Creating snapshot...\n2026-03-07 03:08:55 [timemachine] INFO: Verifying backup integrity...\n2026-03-07 03:09:12 [timemachine] INFO: Backup completed successfully\n2026-03-07 03:09:12 [timemachine] INFO: Duration: 9m 11s\n2026-03-07 03:09:12 [timemachine] INFO: Total backups on disk: 51 (oldest: 2026-01-15)\n2026-03-07 03:09:13 [timemachine] INFO: Disk usage: 4.1TB / 5.5TB (75%)\n2026-03-07 03:09:13 [timemachine] WARNING: Time Machine disk above 70% - oldest backups will be pruned automatically\n\n=== 2026-03-07 06:00 - MORNING ===\n\n2026-03-07 06:00:00 [docker] INFO: Container health check summary:\n2026-03-07 06:00:00 [docker] All 17 containers healthy. Memory: 36.2GB / 64GB\n\n2026-03-07 06:00:01 [caddy] INFO: TLS certificate renewal check\n2026-03-07 06:00:02 [caddy] INFO: Certificate for *.home.example-home.net valid until 2026-06-05 (90 days)\n2026-03-07 06:00:02 [caddy] INFO: No renewal needed\n\n2026-03-07 06:30:00 [adguard] INFO: Hourly DNS: 1,234 queries, 312 blocked (25.3%)\n2026-03-07 07:00:00 [adguard] INFO: Hourly DNS: 4,567 queries, 1,234 blocked (27.0%)\n2026-03-07 07:00:01 [adguard] INFO: Top client this hour: 192.168.188.101 (iphone-alex) - woke up\n\n=== 2026-03-07 07:30 - USER ACTIVITY ===\n\n2026-03-07 07:30:12 [synapse] INFO: POST /_matrix/client/v3/login - @admin:example-home.net - 200 OK (18ms)\n2026-03-07 07:30:13 [synapse] INFO: GET /_matrix/client/v3/sync - @admin:example-home.net - 200 OK (234ms)\n2026-03-07 07:30:15 [synapse] INFO: GET /_matrix/client/v3/sync - @kit-bot:example-home.net - 200 OK (89ms)\n2026-03-07 07:30:16 [synapse] INFO: GET /_matrix/client/v3/sync - @server-bot:example-home.net - 200 OK (45ms)\n2026-03-07 07:30:45 [synapse] INFO: PUT /_matrix/client/v3/rooms/!srv123:example-home.net/send/m.room.message - 200 OK (8ms)\n2026-03-07 07:30:46 [kit] INFO: Received message in #server from @admin:example-home.net: \"good morning, how's the server?\"\n2026-03-07 07:30:46 [kit] INFO: Processing with qwen3-coder:30b via Ollama\n2026-03-07 07:30:47 [ollama] INFO: Model qwen3-coder:30b not loaded, loading... (17.3GB)\n2026-03-07 07:31:02 [ollama] INFO: Model loaded in 15.4s (GPU: 100%)\n2026-03-07 07:31:02 [kit] INFO: Sending prompt (847 tokens, including system + tools)\n2026-03-07 07:31:05 [kit] INFO: TTFT: 3.2s\n2026-03-07 07:31:05 [kit] INFO: Running tool: fk status\n2026-03-07 07:31:06 [kit] INFO: Tool result: 1,234 chars\n2026-03-07 07:31:06 [kit] INFO: Sending follow-up (2,081 tokens with tool result)\n2026-03-07 07:31:12 [kit] INFO: TTFT: 5.8s\n2026-03-07 07:31:28 [kit] INFO: Response complete: 278 tokens in 16.2s (17.1 tok/s generation)\n2026-03-07 07:31:28 [synapse] INFO: PUT /_matrix/client/v3/rooms/!srv123:example-home.net/send/m.room.message - 200 OK (6ms)\n\n=== 2026-03-07 07:45 - PAPERLESS CONSUMPTION ===\n\n2026-03-07 07:45:00 [paperless] INFO: Starting scheduled document consumption\n2026-03-07 07:45:01 [paperless] INFO: Checking consume directory: /usr/src/paperless/consume\n2026-03-07 07:45:01 [paperless] INFO: Found 3 new files\n2026-03-07 07:45:02 [paperless] INFO: Processing: school-report-emma-2026.pdf (845KB, 3 pages)\n2026-03-07 07:45:07 [paperless] INFO: OCR completed (lang=deu, confidence=0.97)\n2026-03-07 07:45:08 [paperless] INFO: Text extraction: 2,847 chars\n2026-03-07 07:45:08 [paperless] INFO: Running classifier...\n2026-03-07 07:45:09 [paperless] INFO: Auto-classified: Type=School, Correspondent=Grundschule am Waldrand\n2026-03-07 07:45:09 [paperless] INFO: Auto-tagged: [education, emma, zwischenzeugnis, 2026]\n2026-03-07 07:45:10 [paperless] INFO: Stored as document #847\n2026-03-07 07:45:11 [paperless] INFO: Processing: swimming-certificate-max.pdf (234KB, 1 page)\n2026-03-07 07:45:14 [paperless] INFO: OCR completed (lang=deu, confidence=0.94)\n2026-03-07 07:45:15 [paperless] INFO: Auto-classified: Type=Certificate, Correspondent=DLRG\n2026-03-07 07:45:15 [paperless] INFO: Auto-tagged: [sports, max, swimming, bronze, 2026]\n2026-03-07 07:45:16 [paperless] INFO: Stored as document #848\n2026-03-07 07:45:17 [paperless] INFO: Processing: electricity-bill-march-2026.pdf (567KB, 2 pages)\n2026-03-07 07:45:21 [paperless] INFO: OCR completed (lang=deu, confidence=0.99)\n2026-03-07 07:45:22 [paperless] INFO: Auto-classified: Type=Invoice, Correspondent=Stadtwerke Musterstadt\n2026-03-07 07:45:22 [paperless] INFO: Auto-tagged: [utilities, electricity, invoice, 2026]\n2026-03-07 07:45:22 [paperless] INFO: Detected amount: 1,735.80 EUR\n2026-03-07 07:45:23 [paperless] INFO: Stored as document #849\n2026-03-07 07:45:23 [paperless] INFO: Consumption complete. 3 documents processed, 0 errors.\n\n2026-03-07 07:45:30 [archivist-bot] INFO: Received notification: 3 new documents in Paperless\n2026-03-07 07:45:31 [archivist-bot] INFO: Posting summary to #documents room\n2026-03-07 07:45:31 [synapse] INFO: PUT /_matrix/client/v3/rooms/!doc123:example-home.net/send/m.room.message - 200 OK (5ms)\n\n=== 2026-03-07 08:00 - IMMICH ML PROCESSING ===\n\n2026-03-07 08:00:01 [immich-server] INFO: Server health check: OK\n2026-03-07 08:00:01 [immich-server] INFO: Connected to database: OK (latency: 2ms)\n2026-03-07 08:00:01 [immich-server] INFO: Connected to Redis: OK\n2026-03-07 08:00:02 [immich-server] INFO: Asset statistics: 15,234 photos, 892 videos, 634GB total\n2026-03-07 08:00:05 [immich-ml] INFO: Loading CLIP model: ViT-B-32__openai\n2026-03-07 08:00:12 [immich-ml] INFO: CLIP model loaded (7.2s, 890MB GPU memory)\n2026-03-07 08:00:13 [immich-ml] INFO: Loading facial recognition model: buffalo_l\n2026-03-07 08:00:18 [immich-ml] INFO: Facial recognition model loaded (5.1s, 1.2GB GPU memory)\n2026-03-07 08:00:18 [immich-ml] INFO: Starting job queue processing\n2026-03-07 08:00:19 [immich-ml] INFO: Found 1,203 unprocessed assets in queue (from yesterday's upload)\n2026-03-07 08:00:20 [immich-ml] INFO: Processing batch 1/1203 - facial recognition\n2026-03-07 08:00:22 [immich-ml] INFO: Found 2 faces in IMG_4501.jpg (confidence: 0.97, 0.91)\n2026-03-07 08:00:22 [immich-ml] INFO: Matched: Person #1 (Emma), Person #3 (Max)\n2026-03-07 08:00:24 [immich-ml] INFO: Processing batch 2/1203 - CLIP embedding\n2026-03-07 08:00:26 [immich-ml] INFO: Generated CLIP embedding for IMG_4501.jpg (512-dim, 1.8s)\n2026-03-07 08:00:28 [immich-ml] INFO: Processing batch 3/1203 - facial recognition\n2026-03-07 08:00:30 [immich-ml] INFO: Found 4 faces in IMG_4502.jpg (confidence: 0.98, 0.95, 0.88, 0.71)\n2026-03-07 08:00:30 [immich-ml] INFO: Matched: Person #1 (Emma), Person #3 (Max), Person #5 (Alex)\n2026-03-07 08:00:30 [immich-ml] INFO: New face detected (confidence: 0.71) - added to unmatched queue\n2026-03-07 08:00:32 [immich-ml] INFO: Processing batch 4/1203 - CLIP embedding\n2026-03-07 08:00:34 [immich-ml] INFO: Generated CLIP embedding for IMG_4502.jpg (512-dim, 1.6s)\n2026-03-07 08:05:00 [immich-ml] INFO: Progress: 67/1203 (5.6%), ETA: ~2h 15min\n2026-03-07 08:10:00 [immich-ml] INFO: Progress: 134/1203 (11.1%), memory: 9.8GB/12GB\n2026-03-07 08:12:33 [immich-ml] INFO: Processing batch 847/1203 - facial recognition\n2026-03-07 08:12:34 [immich-ml] INFO: Found 3 faces in IMG_4521.jpg (confidence: 0.94, 0.87, 0.72)\n2026-03-07 08:12:35 [immich-ml] INFO: Clustering face embeddings... 12,847 vectors\n2026-03-07 08:12:38 [immich-ml] INFO: Clustering complete: 23 persons identified, 47 unmatched\n2026-03-07 08:12:39 [immich-ml] INFO: Processing batch 848/1203 - facial recognition\n2026-03-07 08:12:40 [immich-ml] INFO: Processing batch 849/1203 - CLIP embedding\n2026-03-07 08:12:42 [immich-ml] INFO: Generated CLIP embedding for IMG_4522.jpg (512-dim)\n2026-03-07 08:12:44 [immich-ml] WARNING: Low memory condition detected (11.8GB/12GB = 98.3%)\n2026-03-07 08:12:44 [immich-ml] WARNING: Triggering garbage collection...\n2026-03-07 08:12:45 [immich-ml] INFO: Memory reclaimed: 1.2GB freed (now 10.6GB/12GB)\n2026-03-07 08:12:46 [immich-ml] INFO: Processing batch 850/1203 - facial recognition\n2026-03-07 08:12:50 [immich-ml] INFO: Queue status: 353 remaining, ETA: ~47 minutes\n2026-03-07 08:30:00 [immich-ml] INFO: Progress: 956/1203 (79.5%), memory: 11.2GB/12GB\n2026-03-07 08:45:00 [immich-ml] INFO: Progress: 1089/1203 (90.5%)\n2026-03-07 08:55:00 [immich-ml] INFO: Progress: 1198/1203 (99.6%)\n2026-03-07 08:56:12 [immich-ml] INFO: Queue processing complete: 1,203 assets processed\n2026-03-07 08:56:12 [immich-ml] INFO: Results: 3,847 faces found, 23 persons, 1,203 CLIP embeddings\n2026-03-07 08:56:13 [immich-ml] INFO: Total processing time: 56m 13s\n2026-03-07 08:56:13 [immich-ml] INFO: Entering idle mode\n\n=== 2026-03-07 10:00 - MIDMORNING ===\n\n2026-03-07 10:00:00 [adguard] INFO: Hourly DNS: 12,847 queries, 3,421 blocked (26.6%)\n2026-03-07 10:00:01 [adguard] WARNING: Client 192.168.188.103 still bypassing AdGuard DNS\n\n2026-03-07 10:15:00 [homepage] INFO: Widget refresh cycle\n2026-03-07 10:15:01 [homepage] INFO: AdGuard widget: OK (23ms)\n2026-03-07 10:15:01 [homepage] INFO: Immich widget: OK (124ms) - 15,234 photos\n2026-03-07 10:15:02 [homepage] WARNING: Paperless widget: timeout (5000ms)\n2026-03-07 10:15:02 [homepage] INFO: Forgejo widget: OK (87ms)\n2026-03-07 10:15:03 [homepage] INFO: Synapse widget: OK (201ms)\n2026-03-07 10:15:03 [homepage] INFO: Retrying Paperless widget...\n2026-03-07 10:15:05 [homepage] INFO: Paperless widget: OK (1,847ms) - 849 documents\n2026-03-07 10:15:05 [homepage] WARNING: Paperless response slow (>1s) - possible index rebuild\n\n2026-03-07 11:00:00 [forgejo] INFO: Scheduled mirror sync\n2026-03-07 11:00:01 [forgejo] INFO: Syncing alex/nanobot from https://github.com/HKUDS/nanobot.git\n2026-03-07 11:00:04 [forgejo] INFO: alex/nanobot: up to date (last commit: 2026-03-01)\n2026-03-07 11:00:04 [forgejo] INFO: Mirror sync complete. Next sync: 2026-03-07 19:00:00\n\n=== 2026-03-07 12:00 - MIDDAY STATUS ===\n\n2026-03-07 12:00:00 [docker] INFO: Container health check summary:\n2026-03-07 12:00:00 [docker] caddy: healthy (uptime: 4d 3h)\n2026-03-07 12:00:00 [docker] adguard: healthy (uptime: 4d 3h)\n2026-03-07 12:00:00 [docker] immich-server: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] immich-ml: healthy (uptime: 4d 3h) [idle]\n2026-03-07 12:00:01 [docker] immich-postgres: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] immich-redis: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] synapse: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] synapse-postgres: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] element-web: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] paperless: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] homepage: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] dockge: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] forgejo: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] butler: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] alfred: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] kit: healthy (uptime: 1d 7h)\n2026-03-07 12:00:03 [docker] server-bot: healthy (uptime: 4d 3h)\n2026-03-07 12:00:03 [docker] INFO: 17/17 containers healthy. Memory: 39.1GB / 64GB\n\n2026-03-07 14:00:00 [timemachine] INFO: Status check: last backup 2026-03-07 03:09 (successful)\n2026-03-07 14:00:01 [timemachine] INFO: Disk: 4.1TB / 5.5TB (75%), 51 snapshots\n\n2026-03-07 15:00:00 [adguard] INFO: Hourly DNS: 8,234 queries, 2,134 blocked (25.9%)\n\n=== 2026-03-07 16:00 - AFTERNOON ACTIVITY ===\n\n2026-03-07 16:12:00 [immich-server] INFO: Upload started from 192.168.188.101 (iphone-alex)\n2026-03-07 16:12:01 [immich-server] INFO: Receiving: 12 new photos (48MB total)\n2026-03-07 16:12:15 [immich-server] INFO: Upload complete: 12 assets stored\n2026-03-07 16:12:16 [immich-ml] INFO: Waking from idle, 12 new assets queued\n2026-03-07 16:12:20 [immich-ml] INFO: Processing 12 assets (face detection + CLIP)\n2026-03-07 16:13:45 [immich-ml] INFO: Batch complete: 12 assets, 28 faces, 12 CLIP embeddings (85s)\n2026-03-07 16:13:46 [immich-ml] INFO: Entering idle mode\n\n2026-03-07 16:30:00 [synapse] INFO: POST /_matrix/client/v3/rooms/!fam123:example-home.net/send/m.room.message - 200 OK (7ms)\n2026-03-07 16:30:01 [synapse] INFO: POST /_matrix/media/v3/upload - 200 OK (234ms, 2.3MB image)\n2026-03-07 16:30:05 [synapse] INFO: GET /_matrix/client/v3/sync - 3 clients synced\n\n2026-03-07 17:00:00 [adguard] INFO: Hourly DNS: 11,234 queries, 3,012 blocked (26.8%)\n\n=== 2026-03-07 18:00 - EVENING ===\n\n2026-03-07 18:00:00 [docker] INFO: Container health check: 17/17 healthy. Memory: 38.7GB / 64GB\n\n2026-03-07 19:00:00 [forgejo] INFO: Scheduled mirror sync\n2026-03-07 19:00:01 [forgejo] INFO: Syncing alex/nanobot: up to date\n2026-03-07 19:00:02 [forgejo] INFO: Mirror sync complete\n\n2026-03-07 20:00:00 [synapse] INFO: Database maintenance: VACUUM ANALYZE\n2026-03-07 20:00:14 [synapse] INFO: VACUUM completed in 14.2s\n2026-03-07 20:00:15 [synapse] INFO: Database size: 2.1GB (reclaimed 45MB)\n2026-03-07 20:00:15 [synapse] INFO: Largest tables: state_groups_state (845MB), event_json (412MB), events (298MB)\n\n2026-03-07 21:00:00 [adguard] INFO: Hourly DNS: 6,847 queries, 1,823 blocked (26.6%)\n\n2026-03-07 21:30:00 [ollama] INFO: Model qwen3-coder:30b unloaded (idle timeout: 5m)\n2026-03-07 21:30:00 [ollama] INFO: GPU memory freed: 17.3GB\n\n2026-03-07 22:00:00 [adguard] INFO: Daily DNS statistics:\n2026-03-07 22:00:00 [adguard] INFO: Total queries: 148,234\n2026-03-07 22:00:00 [adguard] INFO: Blocked: 39,847 (26.9%)\n2026-03-07 22:00:01 [adguard] INFO: Average response time: 14ms\n2026-03-07 22:00:01 [adguard] INFO: Unique clients: 8\n2026-03-07 22:00:01 [adguard] WARNING: Client 192.168.188.103 bypassed AdGuard all day (2,134 direct queries)\n\n2026-03-07 22:00:05 [docker] INFO: Evening health check: 17/17 healthy. Memory: 21.4GB / 64GB (Ollama models unloaded)\n```"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/results/llama-3.1-8b-instruct/prefill-test/m5-max-48gb-40gpu_ollama.md b/results/llama-3.1-8b-instruct/prefill-test/m5-max-48gb-40gpu_ollama.md
new file mode 100644
index 0000000..3b87579
--- /dev/null
+++ b/results/llama-3.1-8b-instruct/prefill-test/m5-max-48gb-40gpu_ollama.md
@@ -0,0 +1,18 @@
+# Apple M5 Max / 48GB / 40 GPU cores
+
+**Model:** llama3.1:8b (8.0B, Q4_K_M)
+**Backend:** ollama
+**Scenario:** prefill-test (single-shot)
+
+| Turn | Context | Prefill | Gen | Gen tok/s | Effective tok/s | Total | Output |
+|-----:|--------:|--------:|----:|----------:|----------------:|------:|-------:|
+| 1 | 655 | 0.48s | 1.06s | 86.7 | **59.7** | 1.54s | 92 |
+| 2 | 1,453 | 0.94s | 1.94s | 77.5 | **52.2** | 2.87s | 150 |
+| 3 | 3,015 | 2.44s | 1.97s | 76.1 | **34.0** | 4.41s | 150 |
+| 4 | 8,496 | 13.13s | 2.54s | 59.0 | **9.6** | 15.67s | 150 |
+
+**Total prefill:** 17.0s
+**Total generation:** 7.5s
+**Total time:** 24.5s
+**Avg generation tok/s:** 74.8
+**Avg effective tok/s:** 22.1
diff --git a/results/qwen3.5-35b-a3b/creative-writing/m5-max-48gb-40gpu_omlx.json b/results/qwen3.5-35b-a3b/creative-writing/m5-max-48gb-40gpu_omlx.json
new file mode 100644
index 0000000..2a96332
--- /dev/null
+++ b/results/qwen3.5-35b-a3b/creative-writing/m5-max-48gb-40gpu_omlx.json
@@ -0,0 +1,70 @@
+{
+ "meta": {
+ "scenario": "creative-writing",
+ "mode": "single-shot",
+ "label": "m5-max-48gb-40gpu omlx",
+ "backend": "omlx",
+ "model_info": {
+ "name": "Qwen3.5-35B-A3B-4bit",
+ "format": "mlx"
+ },
+ "runs": 1,
+ "max_tokens": 2000,
+ "cold": false,
+ "warm_up_time": 0.249,
+ "system": {
+ "os": "Darwin",
+ "os_version": "26.6",
+ "arch": "arm64",
+ "chip": "Apple M5 Max",
+ "memory_gb": 48,
+ "cpu_cores": 18,
+ "cpu_cores_performance": 6,
+ "cpu_cores_efficiency": 12,
+ "gpu_cores": 40,
+ "gpu_wired_limit_mb": 0
+ },
+ "timestamp": "2026-07-28T16:15:51"
+ },
+ "results": [
+ {
+ "turn": 1,
+ "run": 1,
+ "ctx_tokens_est": 57,
+ "new_tokens_est": 29,
+ "ttft": 15.363,
+ "gen_time": 0.0,
+ "gen_tps": 7397.4,
+ "total": 15.364,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * **Role:** Poet and storyteller.\n * **Task:** Write a poem about a mass of servers humming in a dark basement, keeping a family's memories alive.\n * **Constraints:** At least 30 lines. No commentary, no preamble. Just the creative text.\n * **Tone:** Vivid, original, evocative.\n\n2. **Brainstorming Imagery & Themes:**\n * *Setting:* Dark basement, cold, concrete, humming noise, blinking lights, heat, dust, isolation.\n * *Subject:* Servers, hard drives, data, digital ghosts, archives.\n * *Content:* Family memories (photos, videos, messages, documents), the passage of time, the fragility of digital vs. physical, the persistence of the machine.\n * *Metaphor:* The servers as a choir, a heartbeat, a crypt, a library of the dead/future, a tomb of data.\n * *Emotion:* Nostalgia, reverence, slight eeriness, warmth amidst cold.\n\n3. **Drafting - Stanza by Stanza (aiming for >30 lines):**\n\n * *Stanza 1: Setting the scene.* Dark, humming, cold.\n * *Stanza 2: The specific data.* Photos, voices, the mundane turned eternal.\n * *Stanza 3: The physical aspect of the machine.* Heat, fans, blinking LEDs.\n * *Stanza 4: The human connection.* Why is it there? Who maintains it?\n * *Stanza 5: The future/legacy.* What happens when the power cuts? The eternal loop.\n\n *Drafting lines:*\n 1. Below the floorboards, beneath the kitchen's warm floor,\n 2. A canyon of steel where the air is never aired.\n 3. A choir of black boxes breathing in unison, low and deep,\n 4. Where the photons die and the electrons sleep.\n 5. No windows here, only the blue LED blink,\n 6. A slow, rhythmic pulse, a mechanical task in the dark.\n 7. They hold the summer of '98, the cake on the table,\n 8. The voice of a father who is no longer able.\n 9. The laughter, compressed into streams of ones and zeros,\n 10. Stored in the silent, spinning, heavy iron cores.\n 11. Dust motes dance in the beam of the cooling fans,\n 12. Around the heartbeat of a forgotten family plan.\n 13. A video file of a birthday party, paused in time,\n 14. A wedding vow saved in the cloud, or so the code will climb.\n 15. It hums a song of static and of heat,\n 16. Keeping the ghost of the mom and the pop from retreat.\n 17. Hard drives spin like planets in a private galaxy,\n 18. Mapping the history of the people and the memory they buy.\n 19. There is no smell of decay here, only ozone and plastic,\n 20. A sterile preservation of the past and the actual.\n 21. The cables snake like roots beneath the concrete floor,\n 22. Feeding on the electricity, nothing more, nothing more.\n 23. Sometimes the screen glitches, a frame out of place,\n 23. A digital tear in the fabric of the space.\n 25. But the backboard holds the promise of the morning,\n 26. It keeps the family\u2019s story from the silence of the falling.\n 27. In the dark, the servers watch with unblinking eyes,\n 28. Guarding the archives beneath the suburban skies.\n 29. They are the keepers of the unspoken words,\n 30. The silent witnesses to the living and the birds.\n 31. If the power dies, the night swallows the sound,\n 32. But until then, the hum keeps the world found.\n\n *Review:* Needs more poetry, less clunky rhymes. Let's refine the imagery to be more vivid and less generic. Focus on the *humming* and the *darkness*.\n\n *Revised Draft:*\n 1. Beneath the living room where the floorboards creak,\n 2. A subterranean church of racks and steel.\n 3. The air is thick with heat and cold machine,\n 4. Where data flows like a subterranean stream.\n 5. They do not sleep, these towers of the mind,\n 6. But hum a low and constant, electric hum.\n 7. Inside the casing, the magnetic platters spin,\n 8. Capturing the moment, the beginning, and the end.\n 9. A million megabytes of Tuesday afternoons,\n 10. A grandchild's drawing, a grandmother's tune.\n 11. The video feed of the first Christmas, frozen in time,\n 12. A digital echo, imperfect, undefined.\n 13. The cooling fans scream like jet engines in flight,\n 14. But the silence inside is the quietest night.\n 15. They hold the text messages that never got sent,\n 16. The deleted songs and the photos that were spent.\n 17. It is a library built on sand and silicon,\n 18. Preserving the laughter, the pain, the original sin.\n 19. The blue LEDs blink like fireflies in a jar,\n 20. Reading the code of the human heart, the scar.\n 21. No mold can grow here, no time can rust,\n 22. The bytes remain untouched by the dust.\n 23. A mother's voice recorded in 2010,\n 24. A digital ghost in the concrete and the stone.\n 25. The basement breathes out warmth to the house above,\n 26. While the machine keeps the heavy, digital love.\n 27. If the grid should fail, the silence will return,\n 28. The story will vanish, the memory will burn.\n 29. But while the power flows through the copper veins,\n 30. The family exists in the server's domains.\n 31. They are the librarians of the invisible past,\n 32. Standing guard with a futuristic cast.\n\n *Critique:* A bit repetitive. Let's make it more atmospheric. Focus on the *hum*.\n\n *Second Revision (More Poetic):*\n 1. Below the threshold of the kitchen light,\n 2. Where the foundation meets the shifting earth,\n 3. A thousand racks stand in the proper row,\n 4. Cold as a winter's breath, hard as the stone.\n 5. They do not sleep, they do not dream of rest,\n 6. They hum the low and electric dirge of the night.\n 7. The air is filtered, dry, and recycled,\n 8. No dust can settle on the magnetic platters.\n 9. Here is the archive of the living and the lost,\n 10. The grain of the video from the summer house.\n 11. The scanned negatives of a wedding dress,\n 12. The voice mails of a father gone to dust.\n 13. They spin in circles, a galaxy of data,\n 14. Where the electrons dance in binary patterns.\n 15. A child's drawing, orange crayon on white,\n 16. Is saved in the hex of the server's core.\n 17. No decay here, only the slow degradation of the code,\n 18. A silent vigil kept by the blinking LEDs.\n 19. They keep the history from the slow decay,\n 20. While the family walks above, and wakes, and sleeps.\n 21. The basement is a crypt of copper and glass,\n 22. A tomb for the past that refuses to be laid.\n 23. The fans spin up when the data is accessed,\n 24. A sudden shriek in the quiet of the dark.\n 25. A request for the photo, a retrieval of the clip,\n 26. A hard drive seeks the track, a physical click.\n 27. It is the heart of the family, beating in the dark,\n 28. Pumping the blood of the information.\n 29. If the power fails, the ghost will cease",
+ "_user": "Write a poem about a mass of servers humming in a dark basement, keeping a family's memories alive. At least 30 lines."
+ },
+ {
+ "turn": 2,
+ "run": 1,
+ "ctx_tokens_est": 60,
+ "new_tokens_est": 32,
+ "ttft": 11.566,
+ "gen_time": 3.502,
+ "gen_tps": 9.4,
+ "total": 15.069,
+ "output_tokens": 33,
+ "_response": "\n\nIn the deep wood of Silicon Creek, where ferns unfurled like green circuitry, lived the Tortoise and the Hare. The Hare, named Blitz, built his rig upon a desk of polished obsidian. It sang with the roar of liquid nitrogen and pulsed with the violent rainbow of RGB LEDs. It was fast, a jagged lightning bolt trapped in glass, capable of rendering worlds in the time it took a leaf to fall.\n\nThe Tortoise, named Slow, built his computer inside the curve of his own shell. He soldered the motherboard into the wood of his home, weaving copper wire through the moss growing on his carapace. It was tiny, no larger than a boulder, humming with the quiet patience of a sleeping river. It processed data at the speed of a growing root, but it did not heat.\n\nThey were challenged to solve the Great Knot, a puzzle of infinite recursion that required patience to unravel.\n\nBlitz plowed through the initial layers. His fans screamed like trapped birds. He rendered the sky in high definition, the textures crisp, the frame rates soaring. But energy is a fire that needs fuel, and Blitz burned through his reserves in a single afternoon. His cooling system clogged with dust; the overclocked chips melted under the weight of their own ambition. The screen went black. The machine fell into silence, waiting for a rest that could not be rushed.\n\nMeanwhile, Slow turned the crank of his tiny machine. The gears clicked softly, wooden bearings grinding against stone. He did not race the clock. He did not chase the frame rate. He wrote his code in ink that dried slowly and waited for the sun to set before his next calculation. He did not sleep, for his power came from the moss in his shell, drawing from the damp earth below.\n\nWhen the sun rose and Blitz's monitor flickered to life, Slow was already three steps ahead.\n\nBlitz stared at his dead rig, panting like a dog in summer. Slow leaned forward, the tiny screen glowing with a soft amber light. \"You built a rocket,\" Slow said, his voice echoing within the hollow of his shell. \"I built a foundation. A rocket burns out. A foundation holds the house.\"\n\nThe Hare looked at",
+ "_user": "Write a short fable about a tortoise who built a tiny computer that was slower than the hare's gaming rig but never needed to rest."
+ },
+ {
+ "turn": 3,
+ "run": 1,
+ "ctx_tokens_est": 58,
+ "new_tokens_est": 31,
+ "ttft": 15.355,
+ "gen_time": 0.0,
+ "gen_tps": 8905.1,
+ "total": 15.355,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * **Role:** Poet and storyteller.\n * **Task:** Write a poem about the last photograph ever printed on paper.\n * **Setting/Context:** Found in an attic a hundred years from now.\n * **Constraints:** Vivid, original work. No commentary, no preamble. Just the creative text. At least 25 lines.\n\n2. **Brainstorming Imagery & Themes:**\n * *The Object:* A physical photograph (glossy, silver, grain, chemical smell). Contrast with digital ephemerality.\n * *The Setting:* Dusty attic, time capsule, silence, decay, forgotten.\n * *The Time:* 100 years from now (future perspective on \"the past\").\n * *The \"Last\" Print:* Why was it the last? Technology shift? Human extinction? Curiosity?\n * *Emotional Tone:* Nostalgia, melancholy, wonder, fragility, permanence vs. obsolescence.\n * *Visuals:* Corners yellowing, edges curling, light filtering through dust motes, the face in the photo looking out.\n\n3. **Drafting - Stanza by Stanza (aiming for 25+ lines):**\n\n * *Stanza 1: Discovery.* The attic environment. The object itself.\n * *Stanza 2: The physicality.* The smell, the weight, the process.\n * *Stanza 3: The subject.* Who is in the photo? The eyes.\n * *Stanza 4: The context of \"the last\".* Why it ended.\n * *Stanza 5: Legacy/Conclusion.* Its meaning now.\n\n *Drafting lines:*\n The box was sealed in brown tape and silence,\n Dust motes dancing in the slant of afternoon.\n A cardboard coffin for a frozen moment,\n Found beneath the floorboards of the moon.\n No screen glowed here, no pixel held the light,\n But silver halide crystals sleeping deep.\n A ghost in chemistry, a captured flight,\n Before the uploaders and the webs of sleep.\n\n It smells of vinegar and old rain,\n The scent of darkness where the image grew.\n A tangible weight in a weightless age,\n The final thing they ever made to show.\n The edges curl like leaves in autumn wind,\n The corner holding soft and faded blue.\n A family name is written in the margin,\n The date a hundred years ago, not new.\n\n The woman in the dress stands on the grass,\n Her smile fixed in that silver, heavy grain.\n She does not know the world has turned to glass,\n Or screens that vanish when the power wane.\n She is the last to hold a piece of land,\n A print that bleeds upon the paper skin.\n The camera closed its shutter, took the stand,\n And then the stream began to run within.\n\n No more developing fluid, no more dark,\n The room where light was trapped and made to stay.\n Just static noise and digital spark,\n And all the shadows lost to the display.\n This paper holds the memory of hands,\n Who held the frame with thumb and index thumb.\n It filters out the future, it demands,\n That we remember what the flesh could come.\n\n So let it rest upon the wooden shelf,\n A relic of the time when things were real.\n The last concrete and chemical self,\n Before the ghost became the only meal.\n The face turns back to look at us again,\n A hundred years of silence in its eyes.\n The photograph remains to break the pen,\n And tell the story of the printed days.\n\n *Review:* That's 24 lines. Need one more to hit the 25-line minimum safely. Let's expand the description or add a closing thought.\n\n *Revision:*\n Add a line about the dust covering it. Or the feeling of the paper.\n\n *Revised Line Count Check:*\n 1. The box was sealed in brown tape and silence,\n 2. Dust motes dancing in the slant of afternoon.\n 3. A cardboard coffin for a frozen moment,\n 4. Found beneath the floorboards of the moon. (Wait, \"floorboards of the moon\" is weird imagery. Let's change to \"dust of the room\".)\n 5. No screen glowed here, no pixel held the light,\n 6. But silver halide crystals sleeping deep.\n 7. A ghost in chemistry, a captured flight,\n 8. Before the uploaders and the webs of sleep.\n 9. It smells of vinegar and old rain,\n 10. The scent of darkness where the image grew.\n 11. A tangible weight in a weightless age,\n 12. The final thing they ever made to show.\n 13. The edges curl like leaves in autumn wind,\n 14. The corner holding soft and faded blue.\n 15. A family name is written in the margin,\n 16. The date a hundred years ago, not new.\n 17. The woman in the dress stands on the grass,\n 18. Her smile fixed in that silver, heavy grain.\n 19. She does not know the world has turned to glass,\n 20. Or screens that vanish when the power wane.\n 21. She is the last to hold a piece of land,\n 22. A print that bleeds upon the paper skin.\n 23. The camera closed its shutter, took the stand,\n 24. And then the stream began to run within.\n 25. No more developing fluid, no more dark,\n 26. The room where light was trapped and made to stay.\n 27. Just static noise and digital spark,\n 28. And all the shadows lost to the display.\n 29. This paper holds the memory of hands,\n 30. Who held the frame with thumb and index thumb.\n 31. It filters out the future, it demands,\n 32. That we remember what the flesh could come.\n\n *Critique:* Line 4 \"floorboards of the moon\" is definitely confusing. Change to \"dust of the attic room\". Line 10 \"where the image grew\" is good. Line 20 \"power wane\" should be \"power wanes\". Line 30 \"thumb and index thumb\" is repetitive. Change to \"thumb and gentle skin\". Line 32 \"flesh could come\" is weak. Change to \"what the body lived to be\".\n\n Let's refine for better flow and ensure 25+ lines.\n\n *New Draft Plan:*\n 1-4: Discovery.\n 5-8: Chemical nature.\n 9-12: The face.\n 13-16: The end of print.\n 17-20: The future context.\n 21-25: The meaning.\n\n *Actually writing:*\n The box was sealed in brown tape and silence,\n Dust motes dancing in the slant of afternoon.\n A cardboard coffin for a frozen moment,\n Found beneath the rafters of the room.\n No screen glowed here, no pixel held the light,\n But silver halide crystals sleeping deep.\n A ghost in chemistry, a captured flight,\n Before the uploaders and the webs of sleep.\n\n It smells of vinegar and old rain,\n The scent of darkness where the image grew.\n A tangible weight in a weightless age,\n The final thing they ever made to show.\n The edges curl like leaves in autumn wind,\n The corner holding soft and faded blue.\n A family name is written in the margin,\n The date a hundred years ago, not new.\n\n The woman in the dress stands on the grass,\n Her smile fixed in that silver, heavy grain.\n She does not know the world has turned to glass,\n Or screens that vanish when the power wanes.\n She is the last to hold a piece of land,\n A print that bleeds upon the paper skin.\n The camera closed its shutter, took the stand,\n And then the stream began to run within.\n\n No more developing fluid, no more dark,\n The room where light was trapped and made to stay.\n Just static noise and digital spark,\n And all the shadows lost to the display.\n This paper holds the memory of hands,\n Who touched the frame with thumb and gentle skin.\n It filters out the future, it demands,\n That we remember what the flesh was meant to",
+ "_user": "Write a poem about the last photograph ever printed on paper, found in an attic a hundred years from now. At least 25 lines."
+ }
+ ]
+}
\ No newline at end of file
diff --git a/results/qwen3.5-35b-a3b/creative-writing/m5-max-48gb-40gpu_omlx.md b/results/qwen3.5-35b-a3b/creative-writing/m5-max-48gb-40gpu_omlx.md
new file mode 100644
index 0000000..bc472f0
--- /dev/null
+++ b/results/qwen3.5-35b-a3b/creative-writing/m5-max-48gb-40gpu_omlx.md
@@ -0,0 +1,17 @@
+# Apple M5 Max / 48GB / 40 GPU cores
+
+**Model:** Qwen3.5-35B-A3B-4bit
+**Backend:** omlx
+**Scenario:** creative-writing (single-shot)
+
+| Turn | Context | Prefill | Gen | Gen tok/s | Effective tok/s | Total | Output |
+|-----:|--------:|--------:|----:|----------:|----------------:|------:|-------:|
+| 1 | 57 | 15.36s | 0.00s | 7397.4 | **0.1** | 15.36s | 1 |
+| 2 | 60 | 11.57s | 3.50s | 9.4 | **2.2** | 15.07s | 33 |
+| 3 | 58 | 15.36s | 0.00s | 8905.1 | **0.1** | 15.36s | 1 |
+
+**Total prefill:** 42.3s
+**Total generation:** 3.5s
+**Total time:** 45.8s
+**Avg generation tok/s:** 5437.3
+**Avg effective tok/s:** 0.8
diff --git a/results/qwen3.5-35b-a3b/doc-summary/m5-max-48gb-40gpu_omlx.json b/results/qwen3.5-35b-a3b/doc-summary/m5-max-48gb-40gpu_omlx.json
new file mode 100644
index 0000000..ed14a8d
--- /dev/null
+++ b/results/qwen3.5-35b-a3b/doc-summary/m5-max-48gb-40gpu_omlx.json
@@ -0,0 +1,95 @@
+{
+ "meta": {
+ "scenario": "doc-summary",
+ "mode": "single-shot",
+ "label": "m5-max-48gb-40gpu omlx",
+ "backend": "omlx",
+ "model_info": {
+ "name": "Qwen3.5-35B-A3B-4bit",
+ "format": "mlx"
+ },
+ "runs": 1,
+ "max_tokens": 150,
+ "cold": false,
+ "system": {
+ "os": "Darwin",
+ "os_version": "26.6",
+ "arch": "arm64",
+ "chip": "Apple M5 Max",
+ "memory_gb": 48,
+ "cpu_cores": 18,
+ "cpu_cores_performance": 6,
+ "cpu_cores_efficiency": 12,
+ "gpu_cores": 40,
+ "gpu_wired_limit_mb": 0
+ },
+ "timestamp": "2026-07-28T16:15:59"
+ },
+ "results": [
+ {
+ "turn": 1,
+ "run": 1,
+ "ctx_tokens_est": 425,
+ "new_tokens_est": 324,
+ "ttft": 1.494,
+ "gen_time": 0.0,
+ "gen_tps": 8943.1,
+ "total": 1.494,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * Task: Document classification for a family archive.\n * Input: A document text (Electric Utility Statement).\n * Output Format: Exactly three fields (Category, Tags, Summary).\n * Constraints: No commentary, no extra formatting, specific category list, 3-5 tags, 1-2 sentence summary.\n\n2. **Analyze the Document:**\n * Header: PORTLAND ELECTRIC UTILITY, Customer Service address.\n * Recipient: The Miller Family, 742 Maple Street.\n * Title: Annual Electricity Statement 2025.\n *",
+ "_user": "Please process this document:\n\n---\nPORTLAND ELECTRIC UTILITY\nCustomer Service | PO Box 4400 | Portland, OR 97208\n\nThe Miller Family\n742 Maple Street\nPortland, OR 97201\n\nAnnual Electricity Statement 2025\nAccount Number: PE-2025-44812\nBilling Period: 01/01/2025 - 12/31/2025\nMeter Number: EMH-0048712\n\nUsage:\n Meter reading 01/01/2025: 34,812 kWh\n Meter reading 12/31/2025: 38,947 kWh\n Annual consumption: 4,135 kWh\n\nCharges:\n Energy charge 4,135 kWh x $0.1147/kWh $474.28\n Base charge 12 months x $12.50 $150.00\n Transmission & distribution $287.40\n Public purpose charge $85.19\n Renewable energy surcharge $0.00\n Franchise fee $49.62\n ---------------------------------------------------\n Total charges $1,046.49\n Payments received (12 x $85.00) $1,020.00\n ---------------------------------------------------\n Balance due $26.49\n\nYour new monthly payment starting 03/01/2026: $88.00\n\nThe balance will be charged to your account on 03/15/2026.\nBank account ending in: ****4130\n\nQuestions? Call 1-800-555-4321 (toll free)\nor email: service@portlandelectric.example.com\n---"
+ },
+ {
+ "turn": 2,
+ "run": 1,
+ "ctx_tokens_est": 612,
+ "new_tokens_est": 512,
+ "ttft": 1.447,
+ "gen_time": 0.0,
+ "gen_tps": 4382.8,
+ "total": 1.447,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * Role: Document classifier for a family archive.\n * Input: A document text (a school report card).\n * Output Format: Exactly three fields (Category, Tags, Summary).\n * Constraints: Concise, no commentary, no formatting beyond the three fields (bold labels for fields, bullet points or line breaks as needed for structure, but strictly adhering to the \"1. Category... 2. Tags... 3. Summary...\" structure).\n * Categories allowed: Invoice, School Report, Certificate, Medical, Insurance, Tax, Legal, Correspondence, Recipe, Manual.\n\n2. **An",
+ "_user": "Next document:\n\n---\nFOREST GROVE ELEMENTARY SCHOOL\nPrincipal's Office | 15 Forest Road | Portland, OR 97201\n\nMid-Year Report Card \u2014 School Year 2025/26\n\nStudent: Emma Miller\nGrade: 3B\nTeacher: Dr. Schneider\nDate: 02/14/2026\n\nEnglish Language Arts:\nEmma reads fluently and with good expression. She understands texts quickly and can summarize their content accurately. Her essays are creative and well-structured. Spelling is solid, with occasional errors on double consonants. She participates regularly in class discussions and contributes her own ideas.\n\nMathematics:\nEmma has a strong grasp of numbers up to 1,000. She completes addition and subtraction problems quickly and accurately. She shows good understanding of written multiplication, though division sometimes takes her a bit longer. She solves word problems methodically and can explain her reasoning. She identifies and names geometric shapes reliably.\n\nScience:\nEmma shows strong interest in natural science topics. For the \"Our Forest\" project she prepared an excellent presentation on mushrooms. She asks thoughtful questions and works carefully during experiments.\n\nArt:\nEmma creates with imagination and persistence. Her color compositions are mature for her age. She enjoys trying new techniques and helps classmates with their projects.\n\nPhysical Education:\nEmma is physically coordinated and shows good effort. In team sports she is fair and supports weaker teammates. In swimming class she earned her Bronze swimming badge.\n\nSocial Skills:\nEmma is friendly, helpful, and respectful toward classmates and teachers. She resolves conflicts calmly and gladly takes on classroom responsibilities.\n\nWork Habits:\nEmma works independently and reliably. Her notebooks are neatly kept. She completes homework conscientiously. She concentrates well and manages her time effectively.\n\nDays absent: 3 (excused)\n\nPortland, 02/14/2026\n\n_________________________ _________________________\nDr. Schneider Mr. Brown\nClassroom Teacher Principal\n---"
+ },
+ {
+ "turn": 3,
+ "run": 1,
+ "ctx_tokens_est": 535,
+ "new_tokens_est": 434,
+ "ttft": 1.506,
+ "gen_time": 0.0,
+ "gen_tps": 4739.3,
+ "total": 1.506,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * Role: Document classifier for a family archive.\n * Input: A document text (a \"Well-Child Visit Report\").\n * Output Format: Exactly three fields (Category, Tags, Summary).\n * Constraints: No commentary, no formatting beyond the three fields, concise, specific categories (Invoice, School Report, Certificate, Medical, Insurance, Tax, Legal, Correspondence, Recipe, Manual).\n\n2. **Analyze the Input Document:**\n * Header: DR. KARLA HOFFMAN, MD, Family Medicine.\n * Title: WELL-CHILD VISIT REPORT.\n *",
+ "_user": "And this one:\n\n---\nDR. KARLA HOFFMAN, MD\nFamily Medicine\n3 Linden Plaza | Portland, OR 97205\nTel: 503-555-7890 | Fax: 503-555-7891\n\nWELL-CHILD VISIT REPORT\n\nPatient: Max Miller, DOB 07/15/2019\nDate of examination: 03/03/2026\n\nReason for visit:\n5-year well-child checkup\n\nFindings:\n\nPhysical Development:\n Height: 46.5 in (75th percentile)\n Weight: 47.0 lbs (65th percentile)\n BMI: 15.3 (normal range)\n General condition good, age-appropriate nutrition\n\nVision:\n Vision screening passed both eyes (Lea Symbols)\n No strabismus, stereopsis present\n\nHearing:\n Audiometry screening unremarkable both ears\n\nMotor Skills:\n Gross motor: Hops on one foot confidently, catches ball, rides bicycle without training wheels\n Fine motor: Draws person with 6+ details, cuts out shapes, ties simple knots\n Age-appropriate development\n\nSpeech & Language:\n Speaks in complete, grammatically correct sentences\n Counts to 20, knows colors and shapes\n Tells coherent stories\n Mild difficulty with /sh/ and /ch/ sounds \u2014 speech therapy evaluation recommended\n\nSocial-Emotional Development:\n Age-appropriate. Plays cooperatively, can wait turns, understands simple rules.\n Parents report occasional tantrums during transitions (leaving playground, etc.) \u2014 within normal range for age.\n\nImmunizations:\n DTaP/IPV booster administered (Kinrix)\n Next due: flu vaccine in fall 2026\n\nRecommendations:\n 1. Schedule speech therapy appointment for /sh/ and /ch/ sounds\n 2. Annual dental checkup (last visit >12 months ago)\n 3. Next well-child visit: age 7-8 (pre-kindergarten)\n\nSchool readiness from medical perspective: likely ready.\nSchool district screening still pending.\n\nPortland, 03/03/2026\n\n_________________________\nDr. Karla Hoffman, MD\n---"
+ },
+ {
+ "turn": 4,
+ "run": 1,
+ "ctx_tokens_est": 524,
+ "new_tokens_est": 423,
+ "ttft": 1.459,
+ "gen_time": 0.0,
+ "gen_tps": 4609.1,
+ "total": 1.459,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * Role: Document classifier for a family archive.\n * Input: A document text (Notice of Policy Adjustment from Pacific Northwest Insurance Group).\n * Output Format: Exactly three fields: **Category**, **Tags**, **Summary**.\n * Constraints: No commentary, no extra formatting, concise, specific categories from the list (Invoice, School Report, Certificate, Medical, Insurance, Tax, Legal, Correspondence, Recipe, Manual).\n\n2. **Analyze the Document:**\n * Header: PACIFIC NORTHWEST INSURANCE GROUP.\n * Subject: Notice of Policy Adjustment.\n * Policy",
+ "_user": "Next:\n\n---\nPACIFIC NORTHWEST INSURANCE GROUP\n500 Congress Center Blvd | Portland, OR 97204\n\nNotice of Policy Adjustment\n\nPolicyholder: Thomas Miller\nPolicy Number: HO-2019-887432\nPolicy: Homeowner's Insurance Plus\n\nDear Mr. Miller,\n\nDue to the annual adjustment of your insurance policy to the current homeowner's insurance index, we are notifying you of the following changes, effective 04/01/2026:\n\nPrevious coverage amount: $285,000.00\nNew coverage amount: $293,550.00 (increase 3.0%)\n\nPrevious annual premium: $1,812.00\nNew annual premium: $1,866.36 (increase 3.0%)\nMonthly premium: $155.53\n\nYour coverage summary:\n - Dwelling and personal property against fire, theft, water damage, windstorm/hail\n - Bicycle theft up to $2,000 (including away from home)\n - Power surge damage from lightning\n - Hotel costs if uninhabitable up to $100/day, max 30 days\n - Deductible: $500 per claim\n - Guaranteed replacement cost with accurate square footage\n\nCurrent square footage on file: 1,022 sq ft\n\nImportant: If your home's square footage has changed (e.g., addition, finished basement), please notify us within 30 days to ensure your coverage remains adequate.\n\nYou have the right to object to this adjustment within one month of receiving this notice. In that case, your policy will terminate at the next renewal date.\n\nQuestions? Contact us:\nPhone: 503-922-1000 (Mon-Fri 8am-6pm)\nEmail: service@pnw-insurance.example.com\nOnline: www.my-pnw-insurance.example.com\n\nSincerely,\n\nS. Lechner\nProperty Insurance Department\nPacific Northwest Insurance Group\n\nEnclosures:\n- Updated premium schedule\n- Revised policy terms (2026 edition)\n---"
+ },
+ {
+ "turn": 5,
+ "run": 1,
+ "ctx_tokens_est": 1518,
+ "new_tokens_est": 1417,
+ "ttft": 1.694,
+ "gen_time": 0.0,
+ "gen_tps": 5882.6,
+ "total": 1.694,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * Role: Document classifier for a family archive.\n * Input: A multi-page document (Residential Lease Agreement).\n * Output Format: Exactly three fields (Category, Tags, Summary).\n * Constraints: No commentary, no formatting beyond the three fields, concise.\n\n2. **Analyze the Document:**\n * Title: RESIDENTIAL LEASE AGREEMENT.\n * Parties: Cascade Property Management LLC (Landlord) vs. Thomas Miller and Sarah Miller (Tenants).\n * Property: 742 Maple Street, Unit 2A, Portland, OR.\n ",
+ "_user": "Process this multi-page document:\n\n---\nRESIDENTIAL LEASE AGREEMENT\n\nBetween\n Cascade Property Management LLC\n represented by Stefan Huber, Managing Partner\n 500 Congress Center Blvd, Suite 400, Portland, OR 97204\n Tax ID: 93-1234567\n \u2014 hereinafter \"Landlord\" \u2014\n\nand\n Thomas Miller and Sarah Miller\n currently residing at: 12 Birch Lane, Portland, OR 97225\n \u2014 hereinafter \"Tenant\" \u2014\n\nThe following lease agreement is entered into:\n\nSECTION 1: PREMISES\n\nThe Landlord leases to the Tenant the following dwelling:\n Address: 742 Maple Street, Unit 2A, Portland, OR 97201\n Living area: approximately 1,022 sq ft\n Rooms: 4 (3 bedrooms, kitchen, bathroom, hallway, storage closet)\n Year built: 1962, last renovation: 2019\n Energy rating: 87 kBtu/sq ft/yr, Class C\n Heating: Central gas furnace\n\nIncluded with the unit:\n - Storage unit #7 in basement (approx. 85 sq ft)\n - 1 parking space in underground garage (#TG-14)\n - Shared use: laundry room, drying room, bicycle storage, garden\n\nNot included:\n - Attic (restricted access)\n - Community sauna in basement (separate agreement required)\n\nSECTION 2: LEASE TERM\n\nThe lease begins on 05/01/2021 and runs for an indefinite period.\nEither party may terminate with 30 days written notice before the end of the month.\nAfter 12 months of tenancy, the Landlord's notice period extends to 60 days.\nAfter 24 months, the Landlord's notice period extends to 90 days.\nOregon state law (ORS 90.427) governs all termination procedures.\n\nSECTION 3: RENT AND UTILITIES\n\n3.1 Base Rent:\n Dwelling: $1,850.00/month\n Parking: $120.00/month\n Total: $1,970.00/month\n\n3.2 Utilities included in rent:\n Water/sewer, garbage collection, recycling\n\n3.3 Utilities paid by Tenant:\n Electricity, gas (heating), internet, renter's insurance\n\n3.4 Estimated monthly utility costs (for reference only):\n Gas (heating/hot water): $145.00/month (winter avg)\n Electricity: $85.00/month\n Internet: $65.00/month\n\n3.5 Total estimated monthly cost: $2,265.00/month\n\n3.6 Rent is due on the 1st of each month. A grace period of 4 days\n is provided. Late fee of $50.00 applies after the 5th.\n Payment by check or electronic transfer to:\n Cascade Property Management LLC\n Account ending in: ****3456\n Reference: Rent 742Maple/2A - Miller\n\nSECTION 4: SECURITY DEPOSIT\n\n4.1 The Tenant shall pay a security deposit equal to one month's rent:\n $1,970.00\n\n4.2 The deposit shall be held in a trust account per Oregon law (ORS 90.300).\n\n4.3 The deposit shall be returned within 31 days of lease termination,\n less any lawful deductions for:\n - Unpaid rent or utilities\n - Damage beyond normal wear and tear\n - Cleaning costs if unit is not left in reasonable condition\n\n4.4 An itemized statement of any deductions shall accompany\n the deposit return.\n\nSECTION 5: CONDITION OF PREMISES\n\n5.1 The Tenant has inspected the unit and accepts it in its\n current condition, subject to the following noted defects:\n\n5.2 Move-in condition report (attached as Exhibit C):\n - Bedroom 2: Scratch on hardwood floor near window (approx. 12x8 in)\n - Bathroom: Caulking around bathtub discolored (Landlord will replace\n within 4 weeks of move-in)\n - Kitchen: Dishwasher connection leaking (will be repaired before move-in)\n\n5.3 A detailed move-in checklist with photographs is attached as Exhibit C.\n\nSECTION 6: MAINTENANCE AND REPAIRS\n\n6.1 The Landlord is responsible for:\n - Structural repairs and maintenance\n - Plumbing, electrical, and HVAC systems\n - Appliance repair/replacement (those provided by Landlord)\n - Common area maintenance\n - Pest control\n\n6.2 The Tenant is responsible for:\n - Keeping the unit clean and sanitary\n - Minor maintenance (light bulbs, HVAC filters, smoke detector batteries)\n - Reporting maintenance issues promptly in writing\n - Damage caused by Tenant, household members, or guests\n\n6.3 Emergency maintenance (burst pipe, no heat in winter, electrical hazard)\n should be reported immediately to: 503-555-9111 (24-hour line)\n\nSECTION 7: HOUSE RULES\n\nThe attached house rules (Exhibit B) are part of this agreement.\nKey provisions:\n - Quiet hours: 10:00 PM - 7:00 AM daily\n - No charcoal or gas grills on balconies. Electric grills permitted.\n - Smoking: Permitted inside unit only, not in common areas or balcony\n - Pets: Small caged animals (fish, hamsters) allowed. Dogs and cats\n require prior written approval from Landlord. Pet deposit of $500 applies.\n - Musical instruments: Maximum 2 hours daily, not during quiet hours\n - Parking: One assigned space only. No vehicle repairs in garage.\n - Storage: No flammable materials in storage unit or common areas.\n\nSECTION 8: GENERAL PROVISIONS\n\n8.1 Amendments to this agreement must be in writing and signed by both parties.\n8.2 If any provision is found unenforceable, the remaining provisions\n shall remain in effect.\n8.3 This agreement is governed by Oregon Residential Landlord and Tenant Act.\n8.4 Two copies of this agreement are prepared, one for each party.\n\nExhibits:\n A. Floor plan of the unit\n B. House rules\n C. Move-in condition report with photographs\n D. Lead-based paint disclosure (pre-1978 building)\n E. Mold information disclosure\n F. Security deposit receipt\n\nPortland, OR, 04/15/2021\n\n_________________________ _________________________\nStefan Huber Thomas Miller\nCascade Property Management Tenant\nLLC, Managing Partner\n\n _________________________\n Sarah Miller\n Tenant\n---"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/results/qwen3.5-35b-a3b/doc-summary/m5-max-48gb-40gpu_omlx.md b/results/qwen3.5-35b-a3b/doc-summary/m5-max-48gb-40gpu_omlx.md
new file mode 100644
index 0000000..ce06e0c
--- /dev/null
+++ b/results/qwen3.5-35b-a3b/doc-summary/m5-max-48gb-40gpu_omlx.md
@@ -0,0 +1,19 @@
+# Apple M5 Max / 48GB / 40 GPU cores
+
+**Model:** Qwen3.5-35B-A3B-4bit
+**Backend:** omlx
+**Scenario:** doc-summary (single-shot)
+
+| Turn | Context | Prefill | Gen | Gen tok/s | Effective tok/s | Total | Output |
+|-----:|--------:|--------:|----:|----------:|----------------:|------:|-------:|
+| 1 | 425 | 1.49s | 0.00s | 8943.1 | **0.7** | 1.49s | 1 |
+| 2 | 612 | 1.45s | 0.00s | 4382.8 | **0.7** | 1.45s | 1 |
+| 3 | 535 | 1.51s | 0.00s | 4739.3 | **0.7** | 1.51s | 1 |
+| 4 | 524 | 1.46s | 0.00s | 4609.1 | **0.7** | 1.46s | 1 |
+| 5 | 1,518 | 1.69s | 0.00s | 5882.6 | **0.6** | 1.69s | 1 |
+
+**Total prefill:** 7.6s
+**Total generation:** 0.0s
+**Total time:** 7.6s
+**Avg generation tok/s:** 5711.4
+**Avg effective tok/s:** 0.7
diff --git a/results/qwen3.5-35b-a3b/ops-agent/m5-max-48gb-40gpu_omlx.json b/results/qwen3.5-35b-a3b/ops-agent/m5-max-48gb-40gpu_omlx.json
new file mode 100644
index 0000000..ec77c2c
--- /dev/null
+++ b/results/qwen3.5-35b-a3b/ops-agent/m5-max-48gb-40gpu_omlx.json
@@ -0,0 +1,142 @@
+{
+ "meta": {
+ "scenario": "ops-agent",
+ "mode": "conversation",
+ "label": "m5-max-48gb-40gpu omlx",
+ "backend": "omlx",
+ "model_info": {
+ "name": "Qwen3.5-35B-A3B-4bit",
+ "format": "mlx"
+ },
+ "runs": 1,
+ "max_tokens": 500,
+ "cold": false,
+ "system": {
+ "os": "Darwin",
+ "os_version": "26.6",
+ "arch": "arm64",
+ "chip": "Apple M5 Max",
+ "memory_gb": 48,
+ "cpu_cores": 18,
+ "cpu_cores_performance": 6,
+ "cpu_cores_efficiency": 12,
+ "gpu_cores": 40,
+ "gpu_wired_limit_mb": 0
+ },
+ "timestamp": "2026-07-28T16:16:36"
+ },
+ "results": [
+ {
+ "turn": 1,
+ "run": 1,
+ "ctx_tokens_est": 575,
+ "new_tokens_est": 421,
+ "ttft": 3.093,
+ "gen_time": 1.053,
+ "gen_tps": 10.4,
+ "total": 4.146,
+ "output_tokens": 11,
+ "tool": "server_status",
+ "_response": "\n\n**Issue Found**: The `immich-ml` service is using **45.2% CPU** and **8.2GB RAM**, which is unusually high. This could be causing slowdowns or instability.\n\n**Actions to Consider**:\n1. **Check logs** for `immich-ml` to see if it's stuck in a loop or processing heavy tasks.\n2. **Restart the service** if logs show errors.\n3. **Monitor load average** (3.82 on 1-minute) \u2013 if it stays high, investigate further.\n\nWould you like me to pull logs for `immich-ml` or restart it?",
+ "_user": "Something feels off with the server. Can you check what's running?"
+ },
+ {
+ "turn": 2,
+ "run": 1,
+ "ctx_tokens_est": 929,
+ "new_tokens_est": 235,
+ "ttft": 3.744,
+ "gen_time": 0.568,
+ "gen_tps": 12.3,
+ "total": 4.311,
+ "output_tokens": 7,
+ "tool": "service_logs",
+ "_response": "\n\n**What's Happening**: \nThe `immich-ml` service is **batch-processing 1,203 images** for facial recognition and CLIP embeddings. It's currently on batch 850/1203 with 351 images remaining. The high CPU/memory usage is expected during this intensive task, though the system is managing memory via garbage",
+ "_user": "Immich ML is eating a lot of CPU. What's it doing?"
+ },
+ {
+ "turn": 3,
+ "run": 1,
+ "ctx_tokens_est": 1094,
+ "new_tokens_est": 89,
+ "ttft": 4.408,
+ "gen_time": 0.0,
+ "gen_tps": 7570.9,
+ "total": 4.408,
+ "output_tokens": 1,
+ "tool": "docker_exec",
+ "_response": "\nOkay, let's see. The user is asking if the memory usage of the immich-ml service is going to be okay, especially after uploading vacation photos. The previous logs showed that the service was processing batches of images, and there was a warning about low memory, but it triggered garbage collection which freed up some space. Now, the docker_exec result shows that the memory usage is at 8.2GB out of a 12GB limit, which is 68.3%. The CPU is still high at around 44.8%, and there are 24 processes running.\n\nFirst, I need to assess whether the current memory usage is sustainable. Since the service has a 12GB limit, and it's using 8.2GB, that's under the limit but getting close. The garbage collection in the logs did free up 1.2GB, so maybe the system is handling it. However, if the batch processing continues, memory might keep climbing. The remaining 351 images could take some time, as the ETA was 45 minutes. The user's concern is whether the server can handle this without running out of memory.\n\nI should check if there's any risk of the service hitting the memory limit. Since the current usage is 68.3%, there's still 31.7% left, which is about 3.8GB. If each remaining batch requires more memory, it might exceed the limit. However, the logs showed that GC freed up space, so maybe it's managing okay. Also, the service might be designed to handle this load with the given limits.\n\nAnother point is the CPU usage. High CPU might indicate that the processing is resource-intensive, but since it's within the container's limits, it's probably okay. The user might be worried about overall server performance, but other services are using minimal resources. The main issue is whether immich-ml will crash or slow down due to memory.\n\nPossible actions: Maybe suggest that the user can let it finish the batch processing since it's within limits, but monitor for errors. If memory usage spikes further, they might need to increase the container's memory limit or pause the processing. However, the user hasn't mentioned any errors yet, just concern about memory. So the advice should be to monitor but it's likely okay, as the current usage is under the limit and the service is handling GC properly",
+ "_user": "Ah right, we uploaded vacation photos yesterday. Is it going to be OK memory-wise?"
+ },
+ {
+ "turn": 4,
+ "run": 1,
+ "ctx_tokens_est": 1861,
+ "new_tokens_est": 214,
+ "ttft": 2.657,
+ "gen_time": 1.243,
+ "gen_tps": 9.7,
+ "total": 3.9,
+ "output_tokens": 12,
+ "tool": "backup_status",
+ "_response": "\n\n**Backup Status**: \n\u2705 **Completed successfully** last night (March 7, 2:00 AM) with **12.4GB synced** (1,847 files). \n\n**Notes**: \n- The \"Vault eject failed (non-fatal)\" warning means the backup completed, but a minor storage device issue occurred (likely a disconnected external drive). \n- **Your vacation photos are included** in the latest backup (12.4GB transfer aligns with recent uploads). \n\n**Recommendation**: \nCheck if your backup destination (e.g., external drive/cloud) is properly connected. The warnings didn\u2019t prevent the backup, but you might want to verify the vault\u2019s status to avoid future issues. \n\nWant me to inspect the vault eject error logs?",
+ "_user": "Good. Check if last night's backup ran. I want to make sure the vacation photos are safe."
+ },
+ {
+ "turn": 5,
+ "run": 1,
+ "ctx_tokens_est": 2269,
+ "new_tokens_est": 239,
+ "ttft": 3.432,
+ "gen_time": 1.656,
+ "gen_tps": 9.7,
+ "total": 5.088,
+ "output_tokens": 16,
+ "tool": "disk_usage",
+ "_response": "\n\n**Disk Usage Summary**: \n- **Root (`/`)**: 33% used (1.2TB/3.6TB) \u2013 *Healthy*. \n- **Backup Vault**: 69% used (3.8TB/5.5TB) \u2013 *Approaching limit* (1.7TB left). \n- **Time Machine**: 75% used (4.1TB/5.5TB) \u2013 *Needs attention* (1.4TB left). \n\n**Key Concern**: \nThe backup vault is filling up faster than expected. With **1.7TB remaining**, you might run out of space soon if backups continue at this rate. The \"vault eject\" warnings could indicate a connection issue, slowing backup efficiency. \n\n**Recommendations**: \n1. **Check backup vault connection** \u2013 Ensure the external drive/cloud storage is properly mounted. \n2. **Clean old backups** \u2013 Delete older snapshots (e.g., >",
+ "_user": "The vault didn't eject again. How's disk space looking on all drives?"
+ },
+ {
+ "turn": 6,
+ "run": 1,
+ "ctx_tokens_est": 2690,
+ "new_tokens_est": 249,
+ "ttft": 2.822,
+ "gen_time": 1.471,
+ "gen_tps": 9.5,
+ "total": 4.293,
+ "output_tokens": 14,
+ "tool": "service_logs",
+ "_response": "\n\n**Paperless Status**: \n\u2705 **Yes!** All 3 scanned documents were processed successfully this morning: \n1. **school-report-emma-2026.pdf** \u2192 OCR'd (97% confidence), classified as *School Report* with tags `education, emma`. \n2. **swimming-certificate-max.pdf** \u2192 OCR'd (94% confidence), classified as *Certificate* with tags `sports, max`. \n3. **electricity-bill-march-2026.pdf** \u2192 OCR'd (99% confidence), classified as *Invoice* with tags `utilities, electricity`. \n\n**No errors** occurred. Your school documents are now searchable and organized in Paperless. \n\n**Note**: If you want to verify the tagged files, let me know and I can help you search for them.",
+ "_user": "Time Machine is at 75%. Also did Paperless process the school documents I scanned this morning?"
+ },
+ {
+ "turn": 7,
+ "run": 1,
+ "ctx_tokens_est": 2955,
+ "new_tokens_est": 98,
+ "ttft": 3.27,
+ "gen_time": 1.777,
+ "gen_tps": 9.6,
+ "total": 5.047,
+ "output_tokens": 17,
+ "tool": "docker_exec",
+ "_response": "\n\n**Matrix Database Size**: \n**2.1GB total**, with the largest tables being: \n1. **state_groups_state** (845MB) \u2013 Room/group state changes (e.g., member updates). \n2. **event_json** (412MB) \u2013 Message/content history. \n3. **events** (298MB) \u2013 Raw message/event logs. \n\n**Why It's \"Chatty\"**: \n- High activity in rooms/groups (e.g., group chats, family updates). \n- **state_groups_state** being largest suggests frequent room/member changes (e.g., joining/leaving groups). \n\n**Recommendations**: \n1. **Monitor growth**: If it exceeds 5GB, consider archiving old messages or removing inactive rooms. \n2. **Check large rooms**: Use `docker exec` to query the largest rooms (e.g., `SELECT room_id, COUNT(*) FROM events GROUP BY room_id ORDER BY COUNT(*) DESC LIMIT 10`). \n",
+ "_user": "Nice, it even picked up the electricity bill. How big is the Matrix database? It's been chatty lately."
+ },
+ {
+ "turn": 8,
+ "run": 1,
+ "ctx_tokens_est": 3337,
+ "new_tokens_est": 188,
+ "ttft": 3.467,
+ "gen_time": 1.539,
+ "gen_tps": 9.7,
+ "total": 5.007,
+ "output_tokens": 15,
+ "tool": "docker_exec",
+ "_response": "\n\n**Room Space Breakdown** (by event count = storage usage):\n\n| Room | Events | Members | Notes |\n|------|--------|---------|-------|\n| `#server` | **12,847** | 4 | **Largest** \u2013 Server logs or admin chatter |\n| `#family` | 8,934 | 5 | High activity \u2013 Family updates |\n| `#test-room` | 4,521 | **1** | \u26a0\ufe0f **Suspicious** \u2013 Test room with many events, likely cleanup candidate |\n| `#butler` | 3,421 | 2 | Automation logs |\n| `#marvin-old` | 2,103 | 1 | \u26a0\ufe0f **Old room** \u2013 Should be archived |\n| `#alfred-bot` | 1,89",
+ "_user": "2.1GB for Matrix seems like a lot. Can we see which rooms take the most space?"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/results/qwen3.5-35b-a3b/ops-agent/m5-max-48gb-40gpu_omlx.md b/results/qwen3.5-35b-a3b/ops-agent/m5-max-48gb-40gpu_omlx.md
new file mode 100644
index 0000000..d1062f1
--- /dev/null
+++ b/results/qwen3.5-35b-a3b/ops-agent/m5-max-48gb-40gpu_omlx.md
@@ -0,0 +1,22 @@
+# Apple M5 Max / 48GB / 40 GPU cores
+
+**Model:** Qwen3.5-35B-A3B-4bit
+**Backend:** omlx
+**Scenario:** ops-agent (conversation)
+
+| Turn | Context | Prefill | Gen | Gen tok/s | Effective tok/s | Total | Output |
+|-----:|--------:|--------:|----:|----------:|----------------:|------:|-------:|
+| 1 | 575 | 3.09s | 1.05s | 10.4 | **2.7** | 4.15s | 11 |
+| 2 | 929 | 3.74s | 0.57s | 12.3 | **1.6** | 4.31s | 7 |
+| 3 | 1,094 | 4.41s | 0.00s | 7570.9 | **0.2** | 4.41s | 1 |
+| 4 | 1,861 | 2.66s | 1.24s | 9.7 | **3.1** | 3.90s | 12 |
+| 5 | 2,269 | 3.43s | 1.66s | 9.7 | **3.1** | 5.09s | 16 |
+| 6 | 2,690 | 2.82s | 1.47s | 9.5 | **3.3** | 4.29s | 14 |
+| 7 | 2,955 | 3.27s | 1.78s | 9.6 | **3.4** | 5.05s | 17 |
+| 8 | 3,337 | 3.47s | 1.54s | 9.7 | **3.0** | 5.01s | 15 |
+
+**Total prefill:** 26.9s
+**Total generation:** 9.3s
+**Total time:** 36.2s
+**Avg generation tok/s:** 955.2
+**Avg effective tok/s:** 2.6
diff --git a/results/qwen3.5-35b-a3b/prefill-test/m5-max-48gb-40gpu_omlx.json b/results/qwen3.5-35b-a3b/prefill-test/m5-max-48gb-40gpu_omlx.json
new file mode 100644
index 0000000..e53a97a
--- /dev/null
+++ b/results/qwen3.5-35b-a3b/prefill-test/m5-max-48gb-40gpu_omlx.json
@@ -0,0 +1,82 @@
+{
+ "meta": {
+ "scenario": "prefill-test",
+ "mode": "single-shot",
+ "label": "m5-max-48gb-40gpu omlx",
+ "backend": "omlx",
+ "model_info": {
+ "name": "Qwen3.5-35B-A3B-4bit",
+ "format": "mlx"
+ },
+ "runs": 1,
+ "max_tokens": 150,
+ "cold": false,
+ "system": {
+ "os": "Darwin",
+ "os_version": "26.6",
+ "arch": "arm64",
+ "chip": "Apple M5 Max",
+ "memory_gb": 48,
+ "cpu_cores": 18,
+ "cpu_cores_performance": 6,
+ "cpu_cores_efficiency": 12,
+ "gpu_cores": 40,
+ "gpu_wired_limit_mb": 0
+ },
+ "timestamp": "2026-07-28T16:16:50"
+ },
+ "results": [
+ {
+ "turn": 1,
+ "run": 1,
+ "ctx_tokens_est": 655,
+ "new_tokens_est": 540,
+ "ttft": 2.45,
+ "gen_time": 0.0,
+ "gen_tps": 5675.6,
+ "total": 2.45,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the User's Problem:**\n * **System:** Mac Studio M1 Max, Docker (OrbStack).\n * **Services:** Caddy, AdGuard, Immich, Synapse, Paperless, Forgejo, etc.\n * **Issue:** After reboot, Caddy exited (status Exited (1)), Synapse is restarting (status Restarting (1)). Other services are up.\n * **Caddy Error:** `address already in use` on port 443.\n * **Synapse Error:** `connection to server ... FATAL: the database system is starting up`.\n * **Goal:**",
+ "_user": "After rebooting my Mac Studio, several Docker containers won't start properly. Here's what I see:\n\n```\n$ docker ps -a\nCONTAINER ID IMAGE STATUS NAMES\na1b2c3d4e5f6 caddy:2-custom Exited (1) 5 min ago caddy\nb2c3d4e5f6a1 adguard/adguardhome:latest Up 10 minutes adguard\nc3d4e5f6a1b2 ghcr.io/immich-app/immich-server:release Up 8 minutes immich-server\nd4e5f6a1b2c3 ghcr.io/immich-app/immich-machine-learning Up 8 minutes immich-ml\ne5f6a1b2c3d4 tensorchord/pgvecto-rs:pg14-v0.2.0 Up 10 minutes immich-postgres\nf6a1b2c3d4e5 redis:7-alpine Up 10 minutes immich-redis\na1b2c3d4e5f7 matrixdotorg/synapse:latest Restarting (1) 3 min ago synapse\nb2c3d4e5f6a2 postgres:16-alpine Up 10 minutes synapse-postgres\nc3d4e5f6a1b3 ghcr.io/paperless-ngx/paperless-ngx:latest Up 9 minutes paperless\nd4e5f6a1b2c4 ghcr.io/gethomepage/homepage:latest Up 10 minutes homepage\ne5f6a1b2c3d5 louislam/dockge:1 Up 10 minutes dockge\nf6a1b2c3d4e6 codeberg.org/forgejo/forgejo:10 Up 10 minutes forgejo\n```\n\nCaddy exited and Synapse keeps restarting. The Caddy logs show:\n\n```\n2026-03-07 08:00:01 Error: loading initial config: http app module: start: listening on :443: bind: address already in use\n```\n\nSynapse logs show:\n\n```\n2026-03-07 08:01:12 synapse.storage ERROR - Failed to connect to database: connection to server at \"synapse-postgres\" port 5432 failed: FATAL: the database system is starting up\n2026-03-07 08:02:15 synapse.storage ERROR - Failed to connect to database: connection to server at \"synapse-postgres\" port 5432 failed: FATAL: the database system is starting up\n```\n\nEverything else is up but I can't reach any service through HTTPS because Caddy is down. What's blocking port 443 and how do I fix this? Is the Synapse issue related?"
+ },
+ {
+ "turn": 2,
+ "run": 1,
+ "ctx_tokens_est": 1453,
+ "new_tokens_est": 1338,
+ "ttft": 1.95,
+ "gen_time": 0.0,
+ "gen_tps": 6533.2,
+ "total": 1.951,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * **Role:** Technical assistant for a family home server (Mac Studio M1 Max, 64GB RAM, OrbStack).\n * **Task:** Review the provided Docker Compose stack (Immich) and Caddy config.\n * **Constraints:** Direct, concise answers. Keep responses under 3 sentences when possible.\n * **Context:** Service running for 3 months, ~15k photos.\n * **Issues Reported:**\n 1. ML processing slowing down significantly (2+ days for 500 photos).\n 2. Postgres DB grew to 8",
+ "_user": "Review this complete Docker Compose stack for our photo service and tell me if anything looks wrong, could cause issues, or should be improved:\n\n```yaml\nversion: \"3.8\"\n\nservices:\n immich-server:\n image: ghcr.io/immich-app/immich-server:release\n container_name: immich-server\n restart: unless-stopped\n ports:\n - \"2283:2283\"\n volumes:\n - /Users/alex/server/data/photos/upload:/usr/src/app/upload\n - /Users/alex/server/data/photos/external:/usr/src/app/external:ro\n environment:\n - DB_HOSTNAME=immich-postgres\n - DB_USERNAME=postgres\n - DB_PASSWORD=${IMMICH_DB_PASSWORD}\n - DB_DATABASE_NAME=immich\n - REDIS_HOSTNAME=immich-redis\n - IMMICH_MEDIA_LOCATION=/usr/src/app/upload\n - TZ=Europe/Berlin\n depends_on:\n immich-postgres:\n condition: service_healthy\n immich-redis:\n condition: service_started\n networks:\n - home\n healthcheck:\n test: [\"CMD-SHELL\", \"curl -f http://localhost:2283/api/server/ping || exit 1\"]\n interval: 30s\n timeout: 10s\n retries: 3\n start_period: 60s\n\n immich-ml:\n image: ghcr.io/immich-app/immich-machine-learning:release\n container_name: immich-ml\n restart: unless-stopped\n volumes:\n - immich-ml-cache:/cache\n environment:\n - MACHINE_LEARNING_CACHE_FOLDER=/cache\n - TRANSFORMERS_CACHE=/cache\n - TZ=Europe/Berlin\n deploy:\n resources:\n limits:\n memory: 12G\n reservations:\n memory: 4G\n networks:\n - home\n healthcheck:\n test: [\"CMD-SHELL\", \"python3 -c 'import urllib.request; urllib.request.urlopen(\\\"http://localhost:3003/ping\\\")' || exit 1\"]\n interval: 60s\n timeout: 15s\n retries: 3\n start_period: 120s\n\n immich-postgres:\n image: tensorchord/pgvecto-rs:pg14-v0.2.0\n container_name: immich-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/photos/db:/var/lib/postgresql/data\n environment:\n - POSTGRES_PASSWORD=${IMMICH_DB_PASSWORD}\n - POSTGRES_USER=postgres\n - POSTGRES_DB=immich\n - POSTGRES_INITDB_ARGS=--encoding=UTF-8 --lc-collate=C --lc-ctype=C\n - TZ=Europe/Berlin\n command:\n - postgres\n - -c\n - shared_preload_libraries=vectors.so\n - -c\n - search_path=\"$$user\",public,vectors\n - -c\n - logging_collector=on\n - -c\n - max_wal_size=2GB\n - -c\n - shared_buffers=512MB\n - -c\n - wal_compression=on\n networks:\n - home\n healthcheck:\n test: [\"CMD-SHELL\", \"pg_isready -U postgres -d immich\"]\n interval: 10s\n timeout: 5s\n retries: 5\n start_period: 30s\n\n immich-redis:\n image: redis:7-alpine\n container_name: immich-redis\n restart: unless-stopped\n command: redis-server --maxmemory 256mb --maxmemory-policy allkeys-lru\n networks:\n - home\n healthcheck:\n test: [\"CMD\", \"redis-cli\", \"ping\"]\n interval: 10s\n timeout: 5s\n retries: 3\n\nvolumes:\n immich-ml-cache:\n driver: local\n\nnetworks:\n home:\n external: true\n```\n\nAnd here is the current Caddy route for this service:\n\n```\n@photos host photos.home.example-home.net\nhandle @photos {\n reverse_proxy immich-server:2283\n}\n```\n\nThe service has been running for 3 months with ~15,000 photos. Recently I noticed:\n1. ML processing takes much longer than it used to (was finishing overnight, now takes 2+ days for a batch of 500 photos)\n2. The Postgres database has grown to 8.4 GB\n3. Memory usage spikes to 11.8 GB during ML processing (limit is 12G)\n4. Occasional 502 errors from Caddy when uploading large videos (>500MB)\n\nHere are the recent resource stats:\n\n```\n$ docker stats --no-stream\nCONTAINER ID NAME CPU % MEM USAGE / LIMIT MEM % NET I/O BLOCK I/O\na1b2c3d4e5f6 immich-server 2.1% 512MB / 64GB 0.8% 2.1GB / 156MB 45MB / 12MB\nb2c3d4e5f6a1 immich-ml 45.2% 11.8GB / 12GB 98.3% 890MB / 234MB 1.2GB / 89MB\nc3d4e5f6a1b2 immich-postgres 1.8% 1.1GB / 64GB 1.7% 234MB / 567MB 3.4GB / 1.8GB\nd4e5f6a1b2c3 immich-redis 0.1% 42MB / 256MB 16.4% 123MB / 98MB 1MB / 0B\n```\n\nAnd the Postgres table sizes:\n\n```\nSELECT schemaname, tablename, pg_size_pretty(pg_total_relation_size(schemaname||'.'||tablename)) AS size\nFROM pg_tables WHERE schemaname = 'public' ORDER BY pg_total_relation_size(schemaname||'.'||tablename) DESC LIMIT 15;\n\n schemaname | tablename | size\n-----------+------------------------------+---------\n public | smart_search | 3.2 GB\n public | asset_faces | 1.8 GB\n public | assets | 1.1 GB\n public | exif | 892 MB\n public | asset_job_status | 456 MB\n public | person | 234 MB\n public | albums_assets_assets | 189 MB\n public | activity | 123 MB\n public | move_history | 98 MB\n public | geodata_places | 87 MB\n public | system_metadata | 45 MB\n public | albums | 23 MB\n public | users | 1.2 MB\n public | api_keys | 48 kB\n public | system_config | 16 kB\n```"
+ },
+ {
+ "turn": 3,
+ "run": 1,
+ "ctx_tokens_est": 3015,
+ "new_tokens_est": 2900,
+ "ttft": 2.48,
+ "gen_time": 0.0,
+ "gen_tps": 7989.2,
+ "total": 2.48,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * **Current Hardware:** Mac Studio M1 Max, 64GB RAM.\n * **Target Hardware:** Mac Studio M4 Ultra (assuming M4 Ultra, which is a hypothetical or future high-end Mac, likely meaning M4 Max/Ultra class, but the key is the architecture change from Apple Silicon ARM to potentially Intel/AMD if \"Ultra\" implies a different form factor, but actually \"M4 Ultra\" isn't officially released yet. However, assuming the user means moving to a significantly more powerful Apple Silicon Mac, likely M4 Max or Ultra if that's the naming convention they expect, or simply a newer Apple Silicon chip. Wait",
+ "_user": "I need help planning a migration. Here's my current complete server configuration. Review it and suggest what needs to change if I move from Mac Studio M1 Max to Mac Studio M4 Ultra:\n\n## Current Caddyfile\n\n```\n{\n acme_dns hetzner {\n api_token {env.HETZNER_API_TOKEN}\n }\n}\n\n*.home.example-home.net {\n tls {\n dns hetzner {env.HETZNER_API_TOKEN}\n propagation_delay 30s\n propagation_timeout 5m\n }\n\n @status host status.home.example-home.net\n handle @status {\n reverse_proxy homepage:3000\n }\n\n @dns host dns.home.example-home.net\n handle @dns {\n reverse_proxy adguard:80\n }\n\n @photos host photos.home.example-home.net\n handle @photos {\n reverse_proxy immich-server:2283 {\n header_up X-Real-IP {remote_host}\n transport http {\n read_timeout 600s\n }\n }\n }\n\n @chat host chat.home.example-home.net\n handle @chat {\n reverse_proxy open-webui:8080\n }\n\n @messages host messages.home.example-home.net\n handle @messages {\n handle /.well-known/matrix/client {\n header Content-Type application/json\n respond `{\"m.homeserver\":{\"base_url\":\"https://messages.home.example-home.net\"}}`\n }\n handle /.well-known/matrix/server {\n header Content-Type application/json\n respond `{\"m.server\":\"messages.home.example-home.net:443\"}`\n }\n handle /_matrix/* {\n reverse_proxy synapse:8008\n }\n handle {\n reverse_proxy element-web:80\n }\n }\n\n @docs host docs.home.example-home.net\n handle @docs {\n reverse_proxy paperless:8000\n }\n\n @manage host manage.home.example-home.net\n handle @manage {\n reverse_proxy dockge:5001\n }\n\n @code host code.home.example-home.net\n handle @code {\n reverse_proxy forgejo:3000\n }\n\n handle {\n respond \"Not found\" 404\n }\n}\n```\n\n## Docker Compose: Infrastructure\n\n```yaml\nversion: \"3.8\"\n\nservices:\n caddy:\n image: caddy:2-custom\n build:\n context: .\n dockerfile: Dockerfile\n container_name: caddy\n restart: unless-stopped\n ports:\n - \"80:80\"\n - \"443:443\"\n volumes:\n - ./Caddyfile:/etc/caddy/Caddyfile\n - caddy-data:/data\n - caddy-config:/config\n networks:\n - home\n environment:\n - HETZNER_API_TOKEN=${HETZNER_API_TOKEN}\n\n adguard:\n image: adguard/adguardhome:latest\n container_name: adguard\n restart: unless-stopped\n ports:\n - \"53:53/tcp\"\n - \"53:53/udp\"\n - \"8080:80\"\n volumes:\n - adguard-work:/opt/adguardhome/work\n - adguard-conf:/opt/adguardhome/conf\n networks:\n - home\n\n homepage:\n image: ghcr.io/gethomepage/homepage:latest\n container_name: homepage\n restart: unless-stopped\n ports:\n - \"3001:3000\"\n volumes:\n - ./homepage-config:/app/config\n networks:\n - home\n\n dockge:\n image: louislam/dockge:1\n container_name: dockge\n restart: unless-stopped\n ports:\n - \"5001:5001\"\n volumes:\n - /var/run/docker.sock:/var/run/docker.sock\n - dockge-data:/app/data\n - /Users/alex/server/family-server/stacks:/opt/stacks\n environment:\n - DOCKGE_STACKS_DIR=/opt/stacks\n networks:\n - home\n\nvolumes:\n caddy-data:\n caddy-config:\n adguard-work:\n adguard-conf:\n dockge-data:\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Photos (Immich)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n immich-server:\n image: ghcr.io/immich-app/immich-server:release\n container_name: immich-server\n restart: unless-stopped\n ports:\n - \"2283:2283\"\n volumes:\n - /Users/alex/server/data/photos/upload:/usr/src/app/upload\n - /Users/alex/server/data/photos/external:/usr/src/app/external:ro\n environment:\n - DB_HOSTNAME=immich-postgres\n - DB_USERNAME=postgres\n - DB_PASSWORD=${IMMICH_DB_PASSWORD}\n - DB_DATABASE_NAME=immich\n - REDIS_HOSTNAME=immich-redis\n - TZ=Europe/Berlin\n depends_on:\n - immich-postgres\n - immich-redis\n networks:\n - home\n\n immich-ml:\n image: ghcr.io/immich-app/immich-machine-learning:release\n container_name: immich-ml\n restart: unless-stopped\n volumes:\n - immich-ml-cache:/cache\n deploy:\n resources:\n limits:\n memory: 12G\n networks:\n - home\n\n immich-postgres:\n image: tensorchord/pgvecto-rs:pg14-v0.2.0\n container_name: immich-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/photos/db:/var/lib/postgresql/data\n environment:\n - POSTGRES_PASSWORD=${IMMICH_DB_PASSWORD}\n - POSTGRES_USER=postgres\n - POSTGRES_DB=immich\n networks:\n - home\n\n immich-redis:\n image: redis:7-alpine\n container_name: immich-redis\n restart: unless-stopped\n networks:\n - home\n\nvolumes:\n immich-ml-cache:\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Messages (Matrix)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n synapse:\n image: matrixdotorg/synapse:latest\n container_name: synapse\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/messages/synapse-data:/data\n environment:\n - SYNAPSE_CONFIG_DIR=/data\n depends_on:\n - synapse-postgres\n networks:\n - home\n\n synapse-postgres:\n image: postgres:16-alpine\n container_name: synapse-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/messages/postgres:/var/lib/postgresql/data\n environment:\n - POSTGRES_USER=synapse\n - POSTGRES_PASSWORD=${SYNAPSE_DB_PASSWORD}\n - POSTGRES_DB=synapse\n - POSTGRES_INITDB_ARGS=--encoding=UTF-8 --lc-collate=C --lc-ctype=C\n networks:\n - home\n\n element-web:\n image: vectorim/element-web:latest\n container_name: element-web\n restart: unless-stopped\n volumes:\n - ./element-config.json:/app/config.json:ro\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Documents (Paperless-ngx)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n paperless:\n image: ghcr.io/paperless-ngx/paperless-ngx:latest\n container_name: paperless\n restart: unless-stopped\n ports:\n - \"8000:8000\"\n volumes:\n - /Users/alex/server/data/documents/data:/usr/src/paperless/data\n - /Users/alex/server/data/documents/media:/usr/src/paperless/media\n - /Users/alex/server/data/documents/consume:/usr/src/paperless/consume\n environment:\n - PAPERLESS_DBENGINE=sqlite\n - PAPERLESS_OCR_LANGUAGE=deu+eng\n - PAPERLESS_URL=https://docs.home.example-home.net\n - PAPERLESS_TIME_ZONE=Europe/Berlin\n - PAPERLESS_OCR_MODE=skip\n - PAPERLESS_TASK_WORKERS=2\n - PAPERLESS_CONSUMER_POLLING=30\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Git (Forgejo)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n forgejo:\n image: codeberg.org/forgejo/forgejo:10\n container_name: forgejo\n restart: unless-stopped\n ports:\n - \"3000:3000\"\n - \"222:22\"\n volumes:\n - /Users/alex/server/data/code-repo:/data\n environment:\n - USER_UID=1000\n - USER_GID=1000\n - FORGEJO__server__ROOT_URL=https://code.home.example-home.net\n - FORGEJO__server__SSH_PORT=222\n - FORGEJO__database__DB_TYPE=sqlite3\n - FORGEJO__service__DISABLE_REGISTRATION=true\n - FORGEJO__repository__DEFAULT_PRIVATE=true\n - FORGEJO__mirror__DEFAULT_INTERVAL=8h\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: AI Bots\n\n```yaml\nversion: \"3.8\"\n\nservices:\n butler:\n image: openclaw-matrix:latest\n build:\n context: ../openclaw\n container_name: butler\n restart: unless-stopped\n volumes:\n - ./config:/root/.openclaw\n environment:\n - OLLAMA_BASE_URL=http://host.docker.internal:11434\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@assistant:example-home.net\n - MATRIX_PASSWORD=${BUTLER_MATRIX_PASSWORD}\n networks:\n - home\n\n alfred:\n image: openclaw-matrix:latest\n container_name: alfred\n restart: unless-stopped\n volumes:\n - ./alfred-config:/root/.openclaw\n environment:\n - OPENROUTER_API_KEY=${OPENROUTER_API_KEY}\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@alfred:example-home.net\n - MATRIX_PASSWORD=${ALFRED_MATRIX_PASSWORD}\n networks:\n - home\n - personal-agent\n\n kit:\n image: kit-assistant:latest\n build:\n context: ../assistant\n container_name: kit\n restart: unless-stopped\n volumes:\n - ./kit-workspace:/workspace\n - /var/run/docker.sock:/var/run/docker.sock:ro\n environment:\n - OLLAMA_BASE_URL=http://host.docker.internal:11434\n - OLLAMA_MODEL=qwen3-coder:30b\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@kit-bot:example-home.net\n - MATRIX_PASSWORD=${KIT_MATRIX_PASSWORD}\n - FK_HOMEPAGE_URL=http://homepage:3000\n - FK_PAPERLESS_URL=http://paperless:8000\n - FK_OLLAMA_URL=http://host.docker.internal:11434\n networks:\n - home\n\nnetworks:\n home:\n external: true\n personal-agent:\n external: true\n```\n\n## Current Resource Usage\n\n```\n$ docker stats --no-stream\nCONTAINER CPU % MEM USAGE / LIMIT NET I/O BLOCK I/O\ncaddy 0.1% 42MB / 64GB 12GB / 8.4GB 45MB / 12MB\nadguard 0.3% 128MB / 64GB 890MB / 234MB 123MB / 67MB\nimmich-server 2.1% 512MB / 64GB 2.1GB / 156MB 45MB / 12MB\nimmich-ml 0.2% 2.1GB / 12GB 890MB / 234MB 1.2GB / 89MB\nimmich-pg 1.8% 1.1GB / 64GB 234MB / 567MB 3.4GB / 1.8GB\nimmich-redis 0.1% 42MB / 64GB 123MB / 98MB 1MB / 0B\nsynapse 0.4% 380MB / 64GB 456MB / 234MB 890MB / 345MB\nsynapse-pg 0.2% 256MB / 64GB 234MB / 123MB 1.2GB / 678MB\nelement-web 0.0% 12MB / 64GB 45MB / 89MB 1MB / 0B\npaperless 0.2% 620MB / 64GB 123MB / 67MB 2.3GB / 1.1GB\nhomepage 0.0% 38MB / 64GB 23MB / 12MB 5MB / 1MB\ndockge 0.1% 52MB / 64GB 12MB / 8MB 3MB / 1MB\nforgejo 0.1% 95MB / 64GB 45MB / 23MB 234MB / 67MB\nbutler 0.1% 180MB / 64GB 23MB / 12MB 12MB / 3MB\nalfred 0.1% 180MB / 64GB 34MB / 18MB 15MB / 4MB\nkit 0.3% 210MB / 64GB 67MB / 34MB 23MB / 8MB\n```\n\n## Disk Usage\n\n```\n$ df -h\nFilesystem Size Used Avail Use% Mounted on\n/dev/disk1s1 3.6T 1.2T 2.4T 33% /\n/dev/disk5s1 5.5T 3.8T 1.7T 69% /Volumes/backup-vault\n/dev/disk4s1 5.5T 4.1T 1.4T 75% /Volumes/time-machine\n\n$ du -sh ~/server/data/*\n634G /Users/alex/server/data/photos\n12G /Users/alex/server/data/documents\n2.1G /Users/alex/server/data/messages\n890M /Users/alex/server/data/code-repo\n```\n\n## Ollama Configuration\n\n```\n$ ollama list\nNAME SIZE MODIFIED\nllama3.1:8b 4.7 GB 2 days ago\nqwen2.5:32b 19 GB 5 days ago\nqwen3-coder:30b 17 GB 1 day ago\nqwen3.5:35b-a3b 21 GB 3 hours ago\n\n$ cat ~/Library/LaunchAgents/com.ollama.plist | grep -A1 OLLAMA\nOLLAMA_HOST\n0.0.0.0\nOLLAMA_KEEP_ALIVE\n5m\n```\n\nWhat needs to change for the M4 Ultra migration? What can I keep as-is? Any performance improvements I should expect?"
+ },
+ {
+ "turn": 4,
+ "run": 1,
+ "ctx_tokens_est": 8496,
+ "new_tokens_est": 8381,
+ "ttft": 6.586,
+ "gen_time": 0.0,
+ "gen_tps": 4215.4,
+ "total": 6.586,
+ "output_tokens": 1,
+ "_response": "\nThinking Process:\n\n1. **Analyze the Request:**\n * **Role:** Technical assistant for a family home server (Mac Studio M1 Max, 64GB RAM).\n * **Services:** Docker containers (Immich, Matrix/Synapse, Paperless-ngx, AdGuard Home, Forgejo, Ollama + bots) behind Caddy reverse proxy.\n * **Task:** Audit the provided configuration (Caddyfile, Docker Compose files, Backup script, Logs) for issues, security concerns, and optimization opportunities.\n * **Constraint:** Direct, concise answers. Keep responses under 3 sentences when possible.\n\n2. **Scan Configuration & Logs for Issues",
+ "_user": "Here is our complete server configuration and 24-hour log bundle. Audit everything for issues, security concerns, and optimization opportunities:\n\n## Caddyfile\n\n```\n{\n acme_dns hetzner {\n api_token {env.HETZNER_API_TOKEN}\n }\n}\n\n*.home.example-home.net {\n tls {\n dns hetzner {env.HETZNER_API_TOKEN}\n propagation_delay 30s\n propagation_timeout 5m\n }\n\n @status host status.home.example-home.net\n handle @status {\n reverse_proxy homepage:3000\n }\n\n @dns host dns.home.example-home.net\n handle @dns {\n reverse_proxy adguard:80\n }\n\n @photos host photos.home.example-home.net\n handle @photos {\n reverse_proxy immich-server:2283 {\n header_up X-Real-IP {remote_host}\n transport http {\n read_timeout 600s\n }\n }\n }\n\n @chat host chat.home.example-home.net\n handle @chat {\n reverse_proxy open-webui:8080\n }\n\n @messages host messages.home.example-home.net\n handle @messages {\n handle /.well-known/matrix/client {\n header Content-Type application/json\n respond `{\"m.homeserver\":{\"base_url\":\"https://messages.home.example-home.net\"}}`\n }\n handle /.well-known/matrix/server {\n header Content-Type application/json\n respond `{\"m.server\":\"messages.home.example-home.net:443\"}`\n }\n handle /_matrix/* {\n reverse_proxy synapse:8008\n }\n handle {\n reverse_proxy element-web:80\n }\n }\n\n @docs host docs.home.example-home.net\n handle @docs {\n reverse_proxy paperless:8000\n }\n\n @manage host manage.home.example-home.net\n handle @manage {\n reverse_proxy dockge:5001\n }\n\n @code host code.home.example-home.net\n handle @code {\n reverse_proxy forgejo:3000\n }\n\n handle {\n respond \"Not found\" 404\n }\n}\n```\n\n## Docker Compose: Infrastructure\n\n```yaml\nversion: \"3.8\"\n\nservices:\n caddy:\n image: caddy:2-custom\n build:\n context: .\n dockerfile: Dockerfile\n container_name: caddy\n restart: unless-stopped\n ports:\n - \"80:80\"\n - \"443:443\"\n volumes:\n - ./Caddyfile:/etc/caddy/Caddyfile\n - caddy-data:/data\n - caddy-config:/config\n networks:\n - home\n environment:\n - HETZNER_API_TOKEN=${HETZNER_API_TOKEN}\n\n adguard:\n image: adguard/adguardhome:latest\n container_name: adguard\n restart: unless-stopped\n ports:\n - \"53:53/tcp\"\n - \"53:53/udp\"\n - \"8080:80\"\n volumes:\n - adguard-work:/opt/adguardhome/work\n - adguard-conf:/opt/adguardhome/conf\n networks:\n - home\n\n homepage:\n image: ghcr.io/gethomepage/homepage:latest\n container_name: homepage\n restart: unless-stopped\n ports:\n - \"3001:3000\"\n volumes:\n - ./homepage-config:/app/config\n networks:\n - home\n env_file:\n - .env\n\n dockge:\n image: louislam/dockge:1\n container_name: dockge\n restart: unless-stopped\n ports:\n - \"5001:5001\"\n volumes:\n - /var/run/docker.sock:/var/run/docker.sock\n - dockge-data:/app/data\n - /Users/alex/server/family-server/stacks:/opt/stacks\n environment:\n - DOCKGE_STACKS_DIR=/opt/stacks\n networks:\n - home\n\nvolumes:\n caddy-data:\n caddy-config:\n adguard-work:\n adguard-conf:\n dockge-data:\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Photos (Immich)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n immich-server:\n image: ghcr.io/immich-app/immich-server:release\n container_name: immich-server\n restart: unless-stopped\n ports:\n - \"2283:2283\"\n volumes:\n - /Users/alex/server/data/photos/upload:/usr/src/app/upload\n - /Users/alex/server/data/photos/external:/usr/src/app/external:ro\n environment:\n - DB_HOSTNAME=immich-postgres\n - DB_USERNAME=postgres\n - DB_PASSWORD=${IMMICH_DB_PASSWORD}\n - DB_DATABASE_NAME=immich\n - REDIS_HOSTNAME=immich-redis\n - TZ=Europe/Berlin\n depends_on:\n - immich-postgres\n - immich-redis\n networks:\n - home\n\n immich-ml:\n image: ghcr.io/immich-app/immich-machine-learning:release\n container_name: immich-ml\n restart: unless-stopped\n volumes:\n - immich-ml-cache:/cache\n deploy:\n resources:\n limits:\n memory: 12G\n networks:\n - home\n\n immich-postgres:\n image: tensorchord/pgvecto-rs:pg14-v0.2.0\n container_name: immich-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/photos/db:/var/lib/postgresql/data\n environment:\n - POSTGRES_PASSWORD=${IMMICH_DB_PASSWORD}\n - POSTGRES_USER=postgres\n - POSTGRES_DB=immich\n networks:\n - home\n\n immich-redis:\n image: redis:7-alpine\n container_name: immich-redis\n restart: unless-stopped\n networks:\n - home\n\nvolumes:\n immich-ml-cache:\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Messages (Matrix)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n synapse:\n image: matrixdotorg/synapse:latest\n container_name: synapse\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/messages/synapse-data:/data\n environment:\n - SYNAPSE_CONFIG_DIR=/data\n depends_on:\n - synapse-postgres\n networks:\n - home\n\n synapse-postgres:\n image: postgres:16-alpine\n container_name: synapse-postgres\n restart: unless-stopped\n volumes:\n - /Users/alex/server/data/messages/postgres:/var/lib/postgresql/data\n environment:\n - POSTGRES_USER=synapse\n - POSTGRES_PASSWORD=${SYNAPSE_DB_PASSWORD}\n - POSTGRES_DB=synapse\n - POSTGRES_INITDB_ARGS=--encoding=UTF-8 --lc-collate=C --lc-ctype=C\n networks:\n - home\n\n element-web:\n image: vectorim/element-web:latest\n container_name: element-web\n restart: unless-stopped\n volumes:\n - ./element-config.json:/app/config.json:ro\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Documents (Paperless-ngx)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n paperless:\n image: ghcr.io/paperless-ngx/paperless-ngx:latest\n container_name: paperless\n restart: unless-stopped\n ports:\n - \"8000:8000\"\n volumes:\n - /Users/alex/server/data/documents/data:/usr/src/paperless/data\n - /Users/alex/server/data/documents/media:/usr/src/paperless/media\n - /Users/alex/server/data/documents/consume:/usr/src/paperless/consume\n environment:\n - PAPERLESS_DBENGINE=sqlite\n - PAPERLESS_OCR_LANGUAGE=deu+eng\n - PAPERLESS_URL=https://docs.home.example-home.net\n - PAPERLESS_TIME_ZONE=Europe/Berlin\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: Git (Forgejo)\n\n```yaml\nversion: \"3.8\"\n\nservices:\n forgejo:\n image: codeberg.org/forgejo/forgejo:10\n container_name: forgejo\n restart: unless-stopped\n ports:\n - \"3000:3000\"\n - \"222:22\"\n volumes:\n - /Users/alex/server/data/code-repo:/data\n environment:\n - USER_UID=1000\n - USER_GID=1000\n - FORGEJO__server__ROOT_URL=https://code.home.example-home.net\n - FORGEJO__server__SSH_PORT=222\n - FORGEJO__database__DB_TYPE=sqlite3\n networks:\n - home\n\nnetworks:\n home:\n external: true\n```\n\n## Docker Compose: AI Bots\n\n```yaml\nversion: \"3.8\"\n\nservices:\n butler:\n image: openclaw-matrix:latest\n build:\n context: ../openclaw\n container_name: butler\n restart: unless-stopped\n volumes:\n - ./config:/root/.openclaw\n environment:\n - OLLAMA_BASE_URL=http://host.docker.internal:11434\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@assistant:example-home.net\n - MATRIX_PASSWORD=${BUTLER_MATRIX_PASSWORD}\n networks:\n - home\n\n alfred:\n image: openclaw-matrix:latest\n container_name: alfred\n restart: unless-stopped\n volumes:\n - ./alfred-config:/root/.openclaw\n environment:\n - OPENROUTER_API_KEY=${OPENROUTER_API_KEY}\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@alfred:example-home.net\n - MATRIX_PASSWORD=${ALFRED_MATRIX_PASSWORD}\n networks:\n - home\n - personal-agent\n\n kit:\n image: kit-assistant:latest\n build:\n context: ../assistant\n container_name: kit\n restart: unless-stopped\n volumes:\n - ./kit-workspace:/workspace\n - /var/run/docker.sock:/var/run/docker.sock:ro\n environment:\n - OLLAMA_BASE_URL=http://host.docker.internal:11434\n - OLLAMA_MODEL=qwen3-coder:30b\n - MATRIX_HOMESERVER=https://messages.home.example-home.net\n - MATRIX_USER=@kit-bot:example-home.net\n - MATRIX_PASSWORD=${KIT_MATRIX_PASSWORD}\n - FK_HOMEPAGE_URL=http://homepage:3000\n - FK_PAPERLESS_URL=http://paperless:8000\n - FK_OLLAMA_URL=http://host.docker.internal:11434\n networks:\n - home\n\nnetworks:\n home:\n external: true\n personal-agent:\n external: true\n```\n\n## Backup Configuration (vault-sync.sh excerpt)\n\n```bash\n#!/bin/bash\nset -euo pipefail\n\nVAULT_NAME=\"backup-vault\"\nDATA_DIR=\"$HOME/server/data\"\nSNAPSHOT_DIR=\"/Volumes/$VAULT_NAME/snapshots/$(date +%Y-%m-%d)\"\nLOG_FILE=\"$DATA_DIR/logs/vault-sync.log\"\n\n# Unlock vault drive from keychain\nPASS=$(security find-generic-password -s \"$VAULT_NAME\" -w 2>/dev/null)\necho \"$PASS\" | diskutil apfs unlockVolume \"$VAULT_NAME\" -stdinpassphrase\n\n# Rsync with delete (mirror)\nrsync -av --delete \\\n --exclude '.DS_Store' \\\n --exclude '*.tmp' \\\n --exclude 'immich-ml-cache/' \\\n \"$DATA_DIR/\" \"$SNAPSHOT_DIR/\"\n\n# Apply WORM protection\nchflags -R uchg \"$SNAPSHOT_DIR/\"\n\n# Try to eject (non-fatal if it fails)\ndiskutil eject \"$VAULT_NAME\" 2>/dev/null || true\n```\n\n## Ollama Configuration\n\n```\n$ ollama list\nNAME SIZE MODIFIED\nllama3.1:8b 4.7 GB 2 days ago\nqwen2.5:32b 19 GB 5 days ago\nqwen3-coder:30b 17 GB 1 day ago\nqwen3.5:35b-a3b 21 GB 3 hours ago\n\n$ ollama ps\nNAME SIZE PROCESSOR UNTIL\nqwen3.5:35b-a3b 21 GB 100% GPU 4 minutes from now\n```\n\n## Server Logs: Last 24 Hours\n\n```\n=== 2026-03-06 22:00 - EVENING STATUS ===\n\n2026-03-06 22:00:00 [docker] INFO: Container health check summary:\n2026-03-06 22:00:00 [docker] caddy: healthy (uptime: 3d 15h)\n2026-03-06 22:00:00 [docker] adguard: healthy (uptime: 3d 15h)\n2026-03-06 22:00:00 [docker] immich-server: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] immich-ml: healthy (uptime: 3d 15h) [idle]\n2026-03-06 22:00:01 [docker] immich-postgres: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] immich-redis: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] synapse: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] synapse-postgres: healthy (uptime: 3d 15h)\n2026-03-06 22:00:01 [docker] element-web: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] paperless: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] homepage: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] dockge: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] forgejo: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] butler: healthy (uptime: 3d 15h)\n2026-03-06 22:00:02 [docker] alfred: healthy (uptime: 3d 15h)\n2026-03-06 22:00:03 [docker] kit: healthy (uptime: 23h)\n2026-03-06 22:00:03 [docker] server-bot: healthy (uptime: 3d 15h)\n2026-03-06 22:00:03 [docker] INFO: 17/17 containers healthy. Memory: 38.4GB / 64GB\n\n2026-03-06 22:00:05 [adguard] INFO: Daily DNS statistics:\n2026-03-06 22:00:05 [adguard] INFO: Total queries today: 134,521\n2026-03-06 22:00:05 [adguard] INFO: Blocked: 36,847 (27.4%)\n2026-03-06 22:00:05 [adguard] INFO: Average response time: 13ms\n2026-03-06 22:00:06 [adguard] INFO: Top blocked domains:\n2026-03-06 22:00:06 [adguard] INFO: 1. telemetry.microsoft.com (7,842 queries)\n2026-03-06 22:00:06 [adguard] INFO: 2. ads.google.com (3,921 queries)\n2026-03-06 22:00:06 [adguard] INFO: 3. graph.facebook.com (3,456 queries)\n2026-03-06 22:00:06 [adguard] INFO: 4. app-measurement.com (2,847 queries)\n2026-03-06 22:00:06 [adguard] INFO: 5. analytics.google.com (2,134 queries)\n2026-03-06 22:00:07 [adguard] INFO: Unique clients: 8\n2026-03-06 22:00:07 [adguard] INFO: Client breakdown:\n2026-03-06 22:00:07 [adguard] INFO: 192.168.188.46 (mac-alex): 42,847 queries\n2026-03-06 22:00:07 [adguard] INFO: 192.168.188.101 (iphone-alex): 31,234 queries\n2026-03-06 22:00:07 [adguard] INFO: 192.168.188.102 (ipad-kids): 24,567 queries\n2026-03-06 22:00:07 [adguard] INFO: 192.168.188.105 (macbook-alex): 18,934 queries\n2026-03-06 22:00:08 [adguard] INFO: 192.168.188.110 (smart-tv): 8,234 queries\n2026-03-06 22:00:08 [adguard] INFO: 192.168.188.111 (echo-kitchen): 5,123 queries\n2026-03-06 22:00:08 [adguard] INFO: 192.168.188.112 (echo-living): 3,456 queries\n2026-03-06 22:00:08 [adguard] WARNING: Client 192.168.188.103 (laptop-guest) bypassed AdGuard for 24h\n2026-03-06 22:00:08 [adguard] WARNING: 1,847 direct queries to external DNS detected\n2026-03-06 22:00:08 [adguard] INFO: Upstream DNS performance:\n2026-03-06 22:00:09 [adguard] INFO: 1.1.1.1 (Cloudflare): avg 11ms, p99 45ms\n2026-03-06 22:00:09 [adguard] INFO: 8.8.8.8 (Google): avg 16ms, p99 67ms\n\n2026-03-06 22:15:00 [synapse] INFO: POST /_matrix/client/v3/rooms/!fam123:example-home.net/send/m.room.message - 200 OK (8ms)\n2026-03-06 22:15:01 [synapse] INFO: PUT /_matrix/client/v3/rooms/!fam123:example-home.net/read_markers - 200 OK (3ms)\n2026-03-06 22:30:00 [synapse] INFO: Background job: purge_old_device_messages completed (12ms)\n2026-03-06 23:00:00 [synapse] INFO: Background job: purge_expired_account_data completed (45ms)\n\n=== 2026-03-07 00:00 - MIDNIGHT ===\n\n2026-03-07 00:00:00 [adguard] INFO: DNS filter list update check\n2026-03-07 00:00:02 [adguard] INFO: AdGuard DNS filter: 48,234 rules (no update)\n2026-03-07 00:00:02 [adguard] INFO: OISD Full: 312,847 rules (updated, +234 rules)\n2026-03-07 00:00:03 [adguard] INFO: Steven Black hosts: 89,234 rules (no update)\n2026-03-07 00:00:03 [adguard] INFO: Total active rules: 450,315\n\n2026-03-07 00:30:00 [forgejo] INFO: Repository statistics update\n2026-03-07 00:30:01 [forgejo] INFO: Repositories: 8 (5 active, 2 mirrors, 1 archived)\n2026-03-07 00:30:01 [forgejo] INFO: Total git objects: 12,847\n2026-03-07 00:30:01 [forgejo] INFO: Total LFS objects: 0\n2026-03-07 00:30:02 [forgejo] INFO: Database size: 23MB\n\n=== 2026-03-07 02:00 - BACKUP JOB ===\n\n2026-03-07 01:55:00 [cron] Starting vault-sync backup job\n2026-03-07 01:55:01 [vault-sync] INFO: Checking vault drive status...\n2026-03-07 01:55:01 [vault-sync] INFO: Volume 'backup-vault' not mounted, attempting unlock\n2026-03-07 01:55:02 [vault-sync] INFO: Retrieving passphrase from login keychain\n2026-03-07 01:55:02 [vault-sync] INFO: Running: diskutil apfs unlockVolume backup-vault -stdinpassphrase\n2026-03-07 01:55:08 [vault-sync] INFO: Volume backup-vault mounted at /Volumes/backup-vault\n2026-03-07 01:55:08 [vault-sync] INFO: Previous snapshot found: 2026-03-06 (823.4 GB)\n2026-03-07 01:55:08 [vault-sync] INFO: Starting rsync: /Users/alex/server/data/ -> /Volumes/backup-vault/snapshots/2026-03-07/\n2026-03-07 01:55:08 [rsync] building file list... done\n2026-03-07 01:55:09 [rsync] photos/upload/library/2026/03/06/IMG_4501.jpg (4.2MB)\n2026-03-07 01:55:09 [rsync] photos/upload/library/2026/03/06/IMG_4502.jpg (3.8MB)\n2026-03-07 01:55:09 [rsync] photos/upload/library/2026/03/06/IMG_4503.jpg (5.1MB)\n2026-03-07 01:55:10 [rsync] photos/upload/library/2026/03/06/IMG_4504.jpg (4.7MB)\n2026-03-07 01:55:10 [rsync] photos/upload/library/2026/03/06/IMG_4505.jpg (3.9MB)\n2026-03-07 01:55:11 [rsync] photos/upload/library/2026/03/06/IMG_4506.jpg (4.4MB)\n2026-03-07 01:55:11 [rsync] photos/upload/library/2026/03/06/IMG_4507.heic (2.1MB)\n2026-03-07 01:55:12 [rsync] photos/upload/library/2026/03/06/IMG_4508.heic (2.3MB)\n2026-03-07 01:55:12 [rsync] photos/upload/library/2026/03/06/IMG_4509.heic (1.9MB)\n2026-03-07 01:55:13 [rsync] photos/upload/library/2026/03/06/IMG_4510.heic (2.5MB)\n2026-03-07 01:55:13 [rsync] photos/upload/library/2026/03/06/IMG_4511.mov (234MB)\n2026-03-07 01:55:18 [rsync] photos/upload/library/2026/03/06/IMG_4512.mov (189MB)\n2026-03-07 01:55:24 [rsync] photos/upload/library/2026/03/06/IMG_4513.mov (312MB)\n2026-03-07 01:55:30 [rsync] photos/upload/library/2026/03/06/IMG_4514.jpg (4.8MB)\n2026-03-07 01:55:30 [rsync] photos/upload/library/2026/03/06/IMG_4515.jpg (3.6MB)\n2026-03-07 01:55:31 [rsync] photos/upload/library/2026/03/06/IMG_4516.jpg (5.2MB)\n2026-03-07 01:55:31 [rsync] photos/upload/library/2026/03/06/IMG_4517.jpg (4.1MB)\n2026-03-07 01:55:32 [rsync] photos/upload/library/2026/03/06/IMG_4518.jpg (3.7MB)\n2026-03-07 01:55:32 [rsync] photos/upload/library/2026/03/06/IMG_4519.jpg (4.9MB)\n2026-03-07 01:55:33 [rsync] photos/upload/library/2026/03/06/IMG_4520.jpg (3.4MB)\n2026-03-07 01:55:33 [rsync] photos/upload/library/2026/03/06/IMG_4521.jpg (4.6MB)\n2026-03-07 01:55:34 [rsync] photos/upload/thumbs/2026/03/06/ (42 files, 8.4MB total)\n2026-03-07 01:55:36 [rsync] photos/upload/encoded-video/2026/03/06/ (3 files, 67MB total)\n2026-03-07 01:55:40 [rsync] photos/db/base/16384/ (delta sync, 12MB)\n2026-03-07 01:55:41 [rsync] documents/data/index/whoosh/ (12 files, 45MB)\n2026-03-07 01:55:41 [rsync] documents/media/documents/originals/2026/03/ (3 files, 2.1MB)\n2026-03-07 01:55:41 [rsync] documents/media/documents/thumbnails/2026/03/ (3 files, 890KB)\n2026-03-07 01:55:42 [rsync] documents/data/db.sqlite3 (234MB)\n2026-03-07 01:55:43 [rsync] messages/synapse-data/media_store/local_content/ (8 files, 12MB)\n2026-03-07 01:55:43 [rsync] messages/synapse-data/media_store/local_thumbnails/ (8 files, 1.2MB)\n2026-03-07 01:55:44 [rsync] messages/postgres/base/16384/ (14 files, delta)\n2026-03-07 01:55:44 [rsync] messages/postgres/pg_wal/000000010000000000000047 (16MB)\n2026-03-07 01:55:44 [rsync] messages/postgres/pg_wal/000000010000000000000048 (16MB)\n2026-03-07 01:55:45 [rsync] code-repo/data/gitea-repositories/alex/ (4 repos, delta)\n2026-03-07 01:55:45 [rsync] code-repo/data/gitea.db (23MB)\n2026-03-07 01:55:46 [rsync] logs/ (2 files, 1.2MB)\n2026-03-07 01:55:46 [rsync] sent 12,438,291,456 bytes received 48,721 bytes 24,876,580,354.00 bytes/sec\n2026-03-07 01:55:46 [rsync] total size is 892,341,567,488 speedup is 71.74\n2026-03-07 01:55:46 [vault-sync] INFO: rsync completed: 1,847 files, 12.4 GB transferred\n2026-03-07 01:55:47 [vault-sync] INFO: Applying uchg flags to snapshot...\n2026-03-07 01:55:48 [vault-sync] INFO: chflags -R uchg /Volumes/backup-vault/snapshots/2026-03-07/\n2026-03-07 01:56:12 [vault-sync] INFO: uchg flags applied to 23,847 items (24.2s)\n2026-03-07 01:56:12 [vault-sync] INFO: Attempting vault eject...\n2026-03-07 01:56:13 [vault-sync] ERROR: diskutil eject failed: 'Dissent error 49153'\n2026-03-07 01:56:13 [vault-sync] WARNING: Vault eject failed (non-fatal). Drive remains mounted but protected by uchg.\n2026-03-07 01:56:14 [vault-sync] INFO: Sending notification...\n2026-03-07 01:56:14 [vault-sync] INFO: macOS notification sent: \"Backup completed with warnings\"\n2026-03-07 01:56:14 [vault-sync] INFO: Backup completed with warnings. Duration: 1m 14s\n2026-03-07 02:00:00 [cron] Next vault-sync scheduled: 2026-03-08 02:00:00\n\n=== 2026-03-07 03:00 - TIME MACHINE ===\n\n2026-03-07 03:00:01 [timemachine] INFO: Starting automatic backup\n2026-03-07 03:00:02 [timemachine] INFO: Destination: time-machine (APFS, /Volumes/time-machine)\n2026-03-07 03:00:03 [timemachine] INFO: Preparing backup...\n2026-03-07 03:00:15 [timemachine] INFO: Calculating changes since 2026-03-06 03:00:00\n2026-03-07 03:00:45 [timemachine] INFO: 4,521 items changed (12.8 GB)\n2026-03-07 03:01:00 [timemachine] INFO: Copying files...\n2026-03-07 03:08:42 [timemachine] INFO: Creating snapshot...\n2026-03-07 03:08:55 [timemachine] INFO: Verifying backup integrity...\n2026-03-07 03:09:12 [timemachine] INFO: Backup completed successfully\n2026-03-07 03:09:12 [timemachine] INFO: Duration: 9m 11s\n2026-03-07 03:09:12 [timemachine] INFO: Total backups on disk: 51 (oldest: 2026-01-15)\n2026-03-07 03:09:13 [timemachine] INFO: Disk usage: 4.1TB / 5.5TB (75%)\n2026-03-07 03:09:13 [timemachine] WARNING: Time Machine disk above 70% - oldest backups will be pruned automatically\n\n=== 2026-03-07 06:00 - MORNING ===\n\n2026-03-07 06:00:00 [docker] INFO: Container health check summary:\n2026-03-07 06:00:00 [docker] All 17 containers healthy. Memory: 36.2GB / 64GB\n\n2026-03-07 06:00:01 [caddy] INFO: TLS certificate renewal check\n2026-03-07 06:00:02 [caddy] INFO: Certificate for *.home.example-home.net valid until 2026-06-05 (90 days)\n2026-03-07 06:00:02 [caddy] INFO: No renewal needed\n\n2026-03-07 06:30:00 [adguard] INFO: Hourly DNS: 1,234 queries, 312 blocked (25.3%)\n2026-03-07 07:00:00 [adguard] INFO: Hourly DNS: 4,567 queries, 1,234 blocked (27.0%)\n2026-03-07 07:00:01 [adguard] INFO: Top client this hour: 192.168.188.101 (iphone-alex) - woke up\n\n=== 2026-03-07 07:30 - USER ACTIVITY ===\n\n2026-03-07 07:30:12 [synapse] INFO: POST /_matrix/client/v3/login - @admin:example-home.net - 200 OK (18ms)\n2026-03-07 07:30:13 [synapse] INFO: GET /_matrix/client/v3/sync - @admin:example-home.net - 200 OK (234ms)\n2026-03-07 07:30:15 [synapse] INFO: GET /_matrix/client/v3/sync - @kit-bot:example-home.net - 200 OK (89ms)\n2026-03-07 07:30:16 [synapse] INFO: GET /_matrix/client/v3/sync - @server-bot:example-home.net - 200 OK (45ms)\n2026-03-07 07:30:45 [synapse] INFO: PUT /_matrix/client/v3/rooms/!srv123:example-home.net/send/m.room.message - 200 OK (8ms)\n2026-03-07 07:30:46 [kit] INFO: Received message in #server from @admin:example-home.net: \"good morning, how's the server?\"\n2026-03-07 07:30:46 [kit] INFO: Processing with qwen3-coder:30b via Ollama\n2026-03-07 07:30:47 [ollama] INFO: Model qwen3-coder:30b not loaded, loading... (17.3GB)\n2026-03-07 07:31:02 [ollama] INFO: Model loaded in 15.4s (GPU: 100%)\n2026-03-07 07:31:02 [kit] INFO: Sending prompt (847 tokens, including system + tools)\n2026-03-07 07:31:05 [kit] INFO: TTFT: 3.2s\n2026-03-07 07:31:05 [kit] INFO: Running tool: fk status\n2026-03-07 07:31:06 [kit] INFO: Tool result: 1,234 chars\n2026-03-07 07:31:06 [kit] INFO: Sending follow-up (2,081 tokens with tool result)\n2026-03-07 07:31:12 [kit] INFO: TTFT: 5.8s\n2026-03-07 07:31:28 [kit] INFO: Response complete: 278 tokens in 16.2s (17.1 tok/s generation)\n2026-03-07 07:31:28 [synapse] INFO: PUT /_matrix/client/v3/rooms/!srv123:example-home.net/send/m.room.message - 200 OK (6ms)\n\n=== 2026-03-07 07:45 - PAPERLESS CONSUMPTION ===\n\n2026-03-07 07:45:00 [paperless] INFO: Starting scheduled document consumption\n2026-03-07 07:45:01 [paperless] INFO: Checking consume directory: /usr/src/paperless/consume\n2026-03-07 07:45:01 [paperless] INFO: Found 3 new files\n2026-03-07 07:45:02 [paperless] INFO: Processing: school-report-emma-2026.pdf (845KB, 3 pages)\n2026-03-07 07:45:07 [paperless] INFO: OCR completed (lang=deu, confidence=0.97)\n2026-03-07 07:45:08 [paperless] INFO: Text extraction: 2,847 chars\n2026-03-07 07:45:08 [paperless] INFO: Running classifier...\n2026-03-07 07:45:09 [paperless] INFO: Auto-classified: Type=School, Correspondent=Grundschule am Waldrand\n2026-03-07 07:45:09 [paperless] INFO: Auto-tagged: [education, emma, zwischenzeugnis, 2026]\n2026-03-07 07:45:10 [paperless] INFO: Stored as document #847\n2026-03-07 07:45:11 [paperless] INFO: Processing: swimming-certificate-max.pdf (234KB, 1 page)\n2026-03-07 07:45:14 [paperless] INFO: OCR completed (lang=deu, confidence=0.94)\n2026-03-07 07:45:15 [paperless] INFO: Auto-classified: Type=Certificate, Correspondent=DLRG\n2026-03-07 07:45:15 [paperless] INFO: Auto-tagged: [sports, max, swimming, bronze, 2026]\n2026-03-07 07:45:16 [paperless] INFO: Stored as document #848\n2026-03-07 07:45:17 [paperless] INFO: Processing: electricity-bill-march-2026.pdf (567KB, 2 pages)\n2026-03-07 07:45:21 [paperless] INFO: OCR completed (lang=deu, confidence=0.99)\n2026-03-07 07:45:22 [paperless] INFO: Auto-classified: Type=Invoice, Correspondent=Stadtwerke Musterstadt\n2026-03-07 07:45:22 [paperless] INFO: Auto-tagged: [utilities, electricity, invoice, 2026]\n2026-03-07 07:45:22 [paperless] INFO: Detected amount: 1,735.80 EUR\n2026-03-07 07:45:23 [paperless] INFO: Stored as document #849\n2026-03-07 07:45:23 [paperless] INFO: Consumption complete. 3 documents processed, 0 errors.\n\n2026-03-07 07:45:30 [archivist-bot] INFO: Received notification: 3 new documents in Paperless\n2026-03-07 07:45:31 [archivist-bot] INFO: Posting summary to #documents room\n2026-03-07 07:45:31 [synapse] INFO: PUT /_matrix/client/v3/rooms/!doc123:example-home.net/send/m.room.message - 200 OK (5ms)\n\n=== 2026-03-07 08:00 - IMMICH ML PROCESSING ===\n\n2026-03-07 08:00:01 [immich-server] INFO: Server health check: OK\n2026-03-07 08:00:01 [immich-server] INFO: Connected to database: OK (latency: 2ms)\n2026-03-07 08:00:01 [immich-server] INFO: Connected to Redis: OK\n2026-03-07 08:00:02 [immich-server] INFO: Asset statistics: 15,234 photos, 892 videos, 634GB total\n2026-03-07 08:00:05 [immich-ml] INFO: Loading CLIP model: ViT-B-32__openai\n2026-03-07 08:00:12 [immich-ml] INFO: CLIP model loaded (7.2s, 890MB GPU memory)\n2026-03-07 08:00:13 [immich-ml] INFO: Loading facial recognition model: buffalo_l\n2026-03-07 08:00:18 [immich-ml] INFO: Facial recognition model loaded (5.1s, 1.2GB GPU memory)\n2026-03-07 08:00:18 [immich-ml] INFO: Starting job queue processing\n2026-03-07 08:00:19 [immich-ml] INFO: Found 1,203 unprocessed assets in queue (from yesterday's upload)\n2026-03-07 08:00:20 [immich-ml] INFO: Processing batch 1/1203 - facial recognition\n2026-03-07 08:00:22 [immich-ml] INFO: Found 2 faces in IMG_4501.jpg (confidence: 0.97, 0.91)\n2026-03-07 08:00:22 [immich-ml] INFO: Matched: Person #1 (Emma), Person #3 (Max)\n2026-03-07 08:00:24 [immich-ml] INFO: Processing batch 2/1203 - CLIP embedding\n2026-03-07 08:00:26 [immich-ml] INFO: Generated CLIP embedding for IMG_4501.jpg (512-dim, 1.8s)\n2026-03-07 08:00:28 [immich-ml] INFO: Processing batch 3/1203 - facial recognition\n2026-03-07 08:00:30 [immich-ml] INFO: Found 4 faces in IMG_4502.jpg (confidence: 0.98, 0.95, 0.88, 0.71)\n2026-03-07 08:00:30 [immich-ml] INFO: Matched: Person #1 (Emma), Person #3 (Max), Person #5 (Alex)\n2026-03-07 08:00:30 [immich-ml] INFO: New face detected (confidence: 0.71) - added to unmatched queue\n2026-03-07 08:00:32 [immich-ml] INFO: Processing batch 4/1203 - CLIP embedding\n2026-03-07 08:00:34 [immich-ml] INFO: Generated CLIP embedding for IMG_4502.jpg (512-dim, 1.6s)\n2026-03-07 08:05:00 [immich-ml] INFO: Progress: 67/1203 (5.6%), ETA: ~2h 15min\n2026-03-07 08:10:00 [immich-ml] INFO: Progress: 134/1203 (11.1%), memory: 9.8GB/12GB\n2026-03-07 08:12:33 [immich-ml] INFO: Processing batch 847/1203 - facial recognition\n2026-03-07 08:12:34 [immich-ml] INFO: Found 3 faces in IMG_4521.jpg (confidence: 0.94, 0.87, 0.72)\n2026-03-07 08:12:35 [immich-ml] INFO: Clustering face embeddings... 12,847 vectors\n2026-03-07 08:12:38 [immich-ml] INFO: Clustering complete: 23 persons identified, 47 unmatched\n2026-03-07 08:12:39 [immich-ml] INFO: Processing batch 848/1203 - facial recognition\n2026-03-07 08:12:40 [immich-ml] INFO: Processing batch 849/1203 - CLIP embedding\n2026-03-07 08:12:42 [immich-ml] INFO: Generated CLIP embedding for IMG_4522.jpg (512-dim)\n2026-03-07 08:12:44 [immich-ml] WARNING: Low memory condition detected (11.8GB/12GB = 98.3%)\n2026-03-07 08:12:44 [immich-ml] WARNING: Triggering garbage collection...\n2026-03-07 08:12:45 [immich-ml] INFO: Memory reclaimed: 1.2GB freed (now 10.6GB/12GB)\n2026-03-07 08:12:46 [immich-ml] INFO: Processing batch 850/1203 - facial recognition\n2026-03-07 08:12:50 [immich-ml] INFO: Queue status: 353 remaining, ETA: ~47 minutes\n2026-03-07 08:30:00 [immich-ml] INFO: Progress: 956/1203 (79.5%), memory: 11.2GB/12GB\n2026-03-07 08:45:00 [immich-ml] INFO: Progress: 1089/1203 (90.5%)\n2026-03-07 08:55:00 [immich-ml] INFO: Progress: 1198/1203 (99.6%)\n2026-03-07 08:56:12 [immich-ml] INFO: Queue processing complete: 1,203 assets processed\n2026-03-07 08:56:12 [immich-ml] INFO: Results: 3,847 faces found, 23 persons, 1,203 CLIP embeddings\n2026-03-07 08:56:13 [immich-ml] INFO: Total processing time: 56m 13s\n2026-03-07 08:56:13 [immich-ml] INFO: Entering idle mode\n\n=== 2026-03-07 10:00 - MIDMORNING ===\n\n2026-03-07 10:00:00 [adguard] INFO: Hourly DNS: 12,847 queries, 3,421 blocked (26.6%)\n2026-03-07 10:00:01 [adguard] WARNING: Client 192.168.188.103 still bypassing AdGuard DNS\n\n2026-03-07 10:15:00 [homepage] INFO: Widget refresh cycle\n2026-03-07 10:15:01 [homepage] INFO: AdGuard widget: OK (23ms)\n2026-03-07 10:15:01 [homepage] INFO: Immich widget: OK (124ms) - 15,234 photos\n2026-03-07 10:15:02 [homepage] WARNING: Paperless widget: timeout (5000ms)\n2026-03-07 10:15:02 [homepage] INFO: Forgejo widget: OK (87ms)\n2026-03-07 10:15:03 [homepage] INFO: Synapse widget: OK (201ms)\n2026-03-07 10:15:03 [homepage] INFO: Retrying Paperless widget...\n2026-03-07 10:15:05 [homepage] INFO: Paperless widget: OK (1,847ms) - 849 documents\n2026-03-07 10:15:05 [homepage] WARNING: Paperless response slow (>1s) - possible index rebuild\n\n2026-03-07 11:00:00 [forgejo] INFO: Scheduled mirror sync\n2026-03-07 11:00:01 [forgejo] INFO: Syncing alex/nanobot from https://github.com/HKUDS/nanobot.git\n2026-03-07 11:00:04 [forgejo] INFO: alex/nanobot: up to date (last commit: 2026-03-01)\n2026-03-07 11:00:04 [forgejo] INFO: Mirror sync complete. Next sync: 2026-03-07 19:00:00\n\n=== 2026-03-07 12:00 - MIDDAY STATUS ===\n\n2026-03-07 12:00:00 [docker] INFO: Container health check summary:\n2026-03-07 12:00:00 [docker] caddy: healthy (uptime: 4d 3h)\n2026-03-07 12:00:00 [docker] adguard: healthy (uptime: 4d 3h)\n2026-03-07 12:00:00 [docker] immich-server: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] immich-ml: healthy (uptime: 4d 3h) [idle]\n2026-03-07 12:00:01 [docker] immich-postgres: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] immich-redis: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] synapse: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] synapse-postgres: healthy (uptime: 4d 3h)\n2026-03-07 12:00:01 [docker] element-web: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] paperless: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] homepage: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] dockge: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] forgejo: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] butler: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] alfred: healthy (uptime: 4d 3h)\n2026-03-07 12:00:02 [docker] kit: healthy (uptime: 1d 7h)\n2026-03-07 12:00:03 [docker] server-bot: healthy (uptime: 4d 3h)\n2026-03-07 12:00:03 [docker] INFO: 17/17 containers healthy. Memory: 39.1GB / 64GB\n\n2026-03-07 14:00:00 [timemachine] INFO: Status check: last backup 2026-03-07 03:09 (successful)\n2026-03-07 14:00:01 [timemachine] INFO: Disk: 4.1TB / 5.5TB (75%), 51 snapshots\n\n2026-03-07 15:00:00 [adguard] INFO: Hourly DNS: 8,234 queries, 2,134 blocked (25.9%)\n\n=== 2026-03-07 16:00 - AFTERNOON ACTIVITY ===\n\n2026-03-07 16:12:00 [immich-server] INFO: Upload started from 192.168.188.101 (iphone-alex)\n2026-03-07 16:12:01 [immich-server] INFO: Receiving: 12 new photos (48MB total)\n2026-03-07 16:12:15 [immich-server] INFO: Upload complete: 12 assets stored\n2026-03-07 16:12:16 [immich-ml] INFO: Waking from idle, 12 new assets queued\n2026-03-07 16:12:20 [immich-ml] INFO: Processing 12 assets (face detection + CLIP)\n2026-03-07 16:13:45 [immich-ml] INFO: Batch complete: 12 assets, 28 faces, 12 CLIP embeddings (85s)\n2026-03-07 16:13:46 [immich-ml] INFO: Entering idle mode\n\n2026-03-07 16:30:00 [synapse] INFO: POST /_matrix/client/v3/rooms/!fam123:example-home.net/send/m.room.message - 200 OK (7ms)\n2026-03-07 16:30:01 [synapse] INFO: POST /_matrix/media/v3/upload - 200 OK (234ms, 2.3MB image)\n2026-03-07 16:30:05 [synapse] INFO: GET /_matrix/client/v3/sync - 3 clients synced\n\n2026-03-07 17:00:00 [adguard] INFO: Hourly DNS: 11,234 queries, 3,012 blocked (26.8%)\n\n=== 2026-03-07 18:00 - EVENING ===\n\n2026-03-07 18:00:00 [docker] INFO: Container health check: 17/17 healthy. Memory: 38.7GB / 64GB\n\n2026-03-07 19:00:00 [forgejo] INFO: Scheduled mirror sync\n2026-03-07 19:00:01 [forgejo] INFO: Syncing alex/nanobot: up to date\n2026-03-07 19:00:02 [forgejo] INFO: Mirror sync complete\n\n2026-03-07 20:00:00 [synapse] INFO: Database maintenance: VACUUM ANALYZE\n2026-03-07 20:00:14 [synapse] INFO: VACUUM completed in 14.2s\n2026-03-07 20:00:15 [synapse] INFO: Database size: 2.1GB (reclaimed 45MB)\n2026-03-07 20:00:15 [synapse] INFO: Largest tables: state_groups_state (845MB), event_json (412MB), events (298MB)\n\n2026-03-07 21:00:00 [adguard] INFO: Hourly DNS: 6,847 queries, 1,823 blocked (26.6%)\n\n2026-03-07 21:30:00 [ollama] INFO: Model qwen3-coder:30b unloaded (idle timeout: 5m)\n2026-03-07 21:30:00 [ollama] INFO: GPU memory freed: 17.3GB\n\n2026-03-07 22:00:00 [adguard] INFO: Daily DNS statistics:\n2026-03-07 22:00:00 [adguard] INFO: Total queries: 148,234\n2026-03-07 22:00:00 [adguard] INFO: Blocked: 39,847 (26.9%)\n2026-03-07 22:00:01 [adguard] INFO: Average response time: 14ms\n2026-03-07 22:00:01 [adguard] INFO: Unique clients: 8\n2026-03-07 22:00:01 [adguard] WARNING: Client 192.168.188.103 bypassed AdGuard all day (2,134 direct queries)\n\n2026-03-07 22:00:05 [docker] INFO: Evening health check: 17/17 healthy. Memory: 21.4GB / 64GB (Ollama models unloaded)\n```"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/results/qwen3.5-35b-a3b/prefill-test/m5-max-48gb-40gpu_omlx.md b/results/qwen3.5-35b-a3b/prefill-test/m5-max-48gb-40gpu_omlx.md
new file mode 100644
index 0000000..0034fbc
--- /dev/null
+++ b/results/qwen3.5-35b-a3b/prefill-test/m5-max-48gb-40gpu_omlx.md
@@ -0,0 +1,18 @@
+# Apple M5 Max / 48GB / 40 GPU cores
+
+**Model:** Qwen3.5-35B-A3B-4bit
+**Backend:** omlx
+**Scenario:** prefill-test (single-shot)
+
+| Turn | Context | Prefill | Gen | Gen tok/s | Effective tok/s | Total | Output |
+|-----:|--------:|--------:|----:|----------:|----------------:|------:|-------:|
+| 1 | 655 | 2.45s | 0.00s | 5675.6 | **0.4** | 2.45s | 1 |
+| 2 | 1,453 | 1.95s | 0.00s | 6533.2 | **0.5** | 1.95s | 1 |
+| 3 | 3,015 | 2.48s | 0.00s | 7989.2 | **0.4** | 2.48s | 1 |
+| 4 | 8,496 | 6.59s | 0.00s | 4215.4 | **0.2** | 6.59s | 1 |
+
+**Total prefill:** 13.5s
+**Total generation:** 0.0s
+**Total time:** 13.5s
+**Avg generation tok/s:** 6103.4
+**Avg effective tok/s:** 0.3