From 3b51e8a10d0af58a368eab25b0f4be711ccb6955 Mon Sep 17 00:00:00 2001 From: "Ethan (Yusheng) Su" Date: Mon, 10 Aug 2026 11:28:41 -0700 Subject: [PATCH 1/5] docs: expand LoRA training and serving guide --- docs/advanced/lora.md | 511 +++++++++++++++--- .../images/lora-glm5-2-fp8-logprob-pr1678.png | Bin 0 -> 72270 bytes .../images/lora-glm5-2-fp8-reward-pr1678.png | Bin 0 -> 61528 bytes ...ora-glm5-2-no-down-proj-logprob-pr1559.png | Bin 0 -> 162972 bytes ...lora-glm5-2-no-down-proj-reward-pr1559.png | Bin 0 -> 117928 bytes 5 files changed, 439 insertions(+), 72 deletions(-) create mode 100644 docs/assets/images/lora-glm5-2-fp8-logprob-pr1678.png create mode 100644 docs/assets/images/lora-glm5-2-fp8-reward-pr1678.png create mode 100644 docs/assets/images/lora-glm5-2-no-down-proj-logprob-pr1559.png create mode 100644 docs/assets/images/lora-glm5-2-no-down-proj-reward-pr1559.png diff --git a/docs/advanced/lora.md b/docs/advanced/lora.md index bb4944ad9f9..8bf5401c15c 100644 --- a/docs/advanced/lora.md +++ b/docs/advanced/lora.md @@ -1,99 +1,466 @@ --- title: LoRA Training and Serving -description: Train LoRA adapters with miles SFT or RL recipes and serve them through SGLang from the same checkpoint. +description: Train LoRA adapters with miles, synchronize them to SGLang, and run dense, MoE, quantized-rollout, multi-LoRA, and agentic recipes. --- -Miles supports LoRA adapters for both SFT and RL recipes. Adapters trained by -miles load directly into SGLang for rollout, so there is no separate merge or -conversion step in the training-serving loop. -## Example launchers +miles trains the adapter matrices in Megatron and serves the same live adapter +from SGLang. The base model stays frozen; at each configured weight-update +boundary, miles exports and synchronizes the updated LoRA weights. The default +boundary is once per rollout/train iteration. No merge-to-base or checkpoint +conversion is required inside the training-rollout loop. Remote rollout and +colocated base-backup recipes transfer only the adapter after startup; a +colocated job without the base backup may also re-send frozen base weights as +part of pause/resume. -The canonical LoRA recipes live under -[`examples/lora/`](https://github.com/radixark/miles/tree/main/examples/lora) in -the miles repo: +## Mental model -- `examples/lora/run-qwen2.5-0.5B-megatron-lora.sh` — small dense model, single GPU. -- `examples/lora/run-qwen3-4B-megatron-lora.sh` — Qwen3-4B, RL with LoRA. -- `examples/lora/run-gpt-oss-20B-megatron-moe-lora.sh` — MoE example. +```text +HF base checkpoint + target module names + | + v + training-side model construction + / \ + Bridge: AutoBridge PEFT native/raw: miles provider + \ + model-aware adapter spec + \ / + frozen base + trainable A/B matrices + | + optimizer step(s) + | + configured update boundary + | + export adapter tensors + / \ + colocated: local IPC disaggregated: NCCL (Bridge on main) + \ / + v + SGLang base + named adapter + | + requests select lora_path + | + reward / advantages / next step +``` + +Model support is therefore a three-way contract rather than a hard-coded +allowlist: + +1. Megatron-Bridge (or a model-specific provider) must build and wrap the + training model. +2. miles must map and export the selected module names correctly. +3. SGLang must be able to allocate and apply the same adapter modules. + +A model can support attention-only LoRA while still having caveats for expert, +linear-attention, or model-specific projections. Start from a validated recipe +instead of assuming that any checkpoint with familiar module names will work. + +## LoRA training implementations + +Both implementations use `--train-backend megatron`. The difference is how +LoRA is attached to the Megatron model and converted for serving; this is +separate from SGLang's serving-side `--sglang-lora-backend` choice. + +| Implementation | How the adapter is built | Model coverage on current `main` | Status | +|---|---|---|---| +| **Megatron-Bridge PEFT** | `AutoBridge` builds the provider, applies Bridge LoRA before DDP, and exports HF-named adapter tensors. Select it with `--megatron-to-hf-mode bridge`. | Qwen2.5, Qwen3, GPT-OSS, Kimi K2.5, GLM-5/5.1/5.2, and Qwen3.5/3.6, subject to the evidence and module caveats below. | General production path. Current multi-LoRA also requires this path. | +| **Native / raw-mode LoRA** | Under `--megatron-to-hf-mode raw`, miles builds the model with its own Megatron provider and attaches model-aware adapter modules directly before DDP. | Inkling and Inkling-Small. The current implementation is an Inkling-specific integration, including custom attention, MLP, routed/shared experts, LM head, adapter import, and export. | Specialized path on current `main`; use the Inkling launcher rather than assuming `raw` works for another model. | + +The current Inkling integration was added in +[PR #2122](https://github.com/radixark/miles/pull/2122). + + +The planned maintenance direction is native-first: after the generalized native plugin +lands, new model enablement and ongoing LoRA maintenance will primarily target +the native path. Bridge remains the compatibility path for existing validated +recipes during the transition; this is not an immediate Bridge deprecation. + + +### Generalized native plugin + +[PR #1792](https://github.com/radixark/miles/pull/1792) implements a declarative +`miles_plugins/lora` provider for raw-mode Megatron models. It owns adapter +attachment, TP/EP/SP gradient handling, HF adapter import/export, checkpointing, +and SGLang target expansion behind a model-spec registry. The implementation is +validated in the PR but is still open, so the following is upcoming coverage, +not functionality in the current `main` branch. -## Key flags +On the PR branch, `--megatron-to-hf-mode raw` selects native construction and +`--lora-provider-path` defaults to `miles_plugins.lora`; a model with a custom +module layout can point that flag at a model-specific provider. -| Flag | Purpose | +| Evidence tier in PR #1792 | Model coverage | |---|---| -| `--lora-rank` | LoRA rank. Typical values: 8, 16, 32, 64. | -| `--lora-alpha` | LoRA alpha. Usually 2 x rank. | -| `--lora-dropout` | Dropout on the LoRA path. Set to `0.0` for RL training. | -| `--lora-type` | LoRA variant: `lora` (merged QKV / gated-MLP) or `canonical_lora` (split Q / K / V). Default `lora`. | -| `--target-modules` | Which linear layers receive adapters. Required when `--lora-rank > 0`. Accepts `all-linear` or a comma-separated list (HF names like `q_proj,k_proj,v_proj,o_proj` or Megatron names like `linear_qkv,linear_proj`). | -| `--exclude-modules` | Comma-separated names to subtract from `--target-modules`. | -| `--lora-adapter-path` | Path to a pre-trained adapter to resume from. | -| `--lora-sync-from-tensor` | Sync adapter weights to SGLang via in-memory tensors instead of a file round-trip. | +| E2E or recorded GRPO validation | Qwen3 (0.6B CI and 8B run), Qwen3.5 (9B and 35B-A3B), GLM-4.7-Flash, GLM-5.2 5-layer, Kimi-K2.5 2-layer, and Inkling-Small. | +| Registered architecture specs | Llama; Qwen2/Qwen3 dense and MoE; MiMo; GLM-4 dense and MoE; Qwen3.5/3.6 and Qwen3-Next; DeepSeek-V3/V3.2; GLM MLA/DSA families; Kimi K2/K2.5; JoyAI-LLM-Flash; and Inkling. | - -Two existing arguments are easy to miss when configuring LoRA: +A registered spec means the architecture and export layout are known; it does +not mean every model or target has a full-scale E2E run. In particular, the +generic native provider does not yet adapt routed/grouped expert projections, +and GDN attention/mixer projections are not adapted. GQA attention layers and +eligible dense/shared-expert MLP projections remain available. Inkling is the +model-specific exception with native routed-expert support. + +## Validated models and recipes + +The table distinguishes CI-tested configurations from maintained recipes or +full-scale experiment evidence. It is not an exhaustive model whitelist. + +| Implementation | Model family | Architecture exercised | Evidence | Notes | +|---|---|---|---|---| +| Bridge | Qwen2.5 0.5B / 3B | Dense | [0.5B CUDA and ROCm E2E](https://github.com/radixark/miles/blob/main/tests/e2e/lora/test_lora_qwen2.5_0.5B.py), [3B disaggregated recipe](https://github.com/radixark/miles/blob/main/examples/lora/run-qwen2.5-3B-megatron-lora-disaggregated.sh) | The simplest starting point; `all-linear` works. | +| Bridge | Qwen3 4B | Dense | [Single-LoRA recipe](https://github.com/radixark/miles/blob/main/examples/lora/run-qwen3-4B-megatron-lora.sh), [multi-LoRA recipe](https://github.com/radixark/miles/tree/main/examples/multi_lora) | Used by the current multi-adapter example. | +| Bridge | GPT-OSS 20B | MoE | [Recipe](https://github.com/radixark/miles/blob/main/examples/lora/run-gpt-oss-20B-megatron-moe-lora.sh), [MoE LoRA E2E](https://github.com/radixark/miles/blob/main/tests/e2e/megatron/model_scripts/test_gpt_oss_20b_moe_lora_ci.py) | Uses the SGLang `triton` LoRA backend. | +| Bridge | Kimi K2.5 | Multimodal MoE + MLA | [16-node recipe](https://github.com/radixark/miles/blob/main/examples/lora/run-kimi-k25-megatron-lora.sh) | Demonstrates shared-outer expert LoRA and an INT4 rollout / fake-QAT setup. | +| Bridge | GLM-5 / 5.1 / 5.2 744B-A40B | MoE + MLA + DSA | [GLM-5.1 launcher](https://github.com/radixark/miles/blob/main/scripts/run_glm5_1_744b_a40b_lora.py), [GLM-5.2 launcher](https://github.com/radixark/miles/blob/main/scripts/run_glm5_2_744b_a40b_lora.py), [full-scale validation](https://github.com/radixark/miles/pull/1559) | CI covers reduced 6-layer / 5-layer checkpoints; full 744B results are described below. | +| Bridge | Qwen3.5 / Qwen3.6 35B-A3B | Hybrid GDN + MoE | [Launcher](https://github.com/radixark/miles/blob/main/scripts/run_qwen3_5_35b_a3b_lora.py), [Qwen3.5 E2E](https://github.com/radixark/miles/blob/main/tests/e2e/megatron/test_qwen3_5_35b_a3b_lora_ci.py) | Uses explicit wildcard targets to exclude MTP and vision modules. | +| Native / raw | Inkling / Inkling-Small | Native multimodal MoE | [Launcher](https://github.com/radixark/miles/blob/main/scripts/run_inkling.py), [Inkling-Small 4-layer E2E](https://github.com/radixark/miles/blob/main/tests/e2e/megatron/model_scripts/test_inkling_small_4layer_lora_ci.py) | Current `main` model-specific native path; larger profiles are launcher/experiment evidence rather than LoRA CI. | + +## Quick start -- **`--megatron-to-hf-mode bridge`** is required. The LoRA path goes through - Megatron-Bridge's PEFT integration; the default `raw` converter does not - understand LoRA layers. -- **`--colocate`** is required. Distributed (PD-disaggregated) rollout with - LoRA is not supported today. +Append the following to a Megatron dense-model recipe: + +```bash +LORA_ARGS=( + --lora-rank 32 + --lora-alpha 32 + --lora-dropout 0.0 + --target-modules all-linear + --megatron-to-hf-mode bridge +) +``` + +`--lora-rank 0` is the default and disables LoRA when no adapter path is +provided. For RL, dropout is normally set to zero. Alpha is recipe-dependent: +maintained recipes use both `alpha = rank` and `alpha = 2 * rank`. + + +This quick start is the current Bridge path. On `main`, non-Inkling models must +use `--train-backend megatron --megatron-to-hf-mode bridge`; the Inkling launcher +uses its model-specific native/raw path. The generalized native flags described +in PR #1792 are not released on `main` yet. FSDP does not currently implement +LoRA training. -## MoE +`all-linear` expands to Q/K/V/O and gate/up/down projections, and conditionally +adds MLA Q/KV projections based on the HF config. It does not literally wrap +every linear layer. GDN and other model-specific projections require an explicit +target list. Current GLM recipes validate models that contain DSA while leaving +the DSA indexer unadapted; current hybrid-model recipes also leave MTP blocks and +vision towers unadapted. Use the model launcher as the source of truth. + +### Core arguments + +| Flag | Default | Purpose | +|---|---:|---| +| `--lora-rank` | `0` | Adapter rank; a positive value enables LoRA. Supplying an adapter path also marks LoRA enabled, but still requires matching positive-rank configuration. | +| `--lora-alpha` | `16` | Adapter scaling factor. | +| `--lora-dropout` | `0.0` | Dropout on the adapter path. | +| `--lora-type` | `lora` | `lora` uses fused Megatron projections; `canonical_lora` uses split Q/K/V and gate/up projections. The canonical path is implemented and covered by fast name-mapping tests, but has no maintained recipe or E2E validation. | +| `--target-modules` | none | Required with a positive rank. Accepts `all-linear`, HF leaf names, Megatron names, or model-specific wildcard paths. | +| `--exclude-modules` | none | Comma-separated exact entries removed from the resolved targets. | +| `--lora-adapter-path` | none | Warm-start/resume path. Also provide the matching positive rank, alpha, and target modules. Bridge training resume currently requires miles' per-rank adapter shards and the same parallel topology; an HF PEFT-only adapter cannot yet be loaded directly into the Bridge model. Inkling native has its own HF adapter loader. | +| `--lora-base-cpu-backup` | off | Colocated mode only: keep a CPU mirror of the frozen SGLang base and avoid re-sending base weights. This trades host RAM for faster and more reliable pause/resume. | +| `--lora-train-only` | off | Train the adapter while keeping ordinary rollout engines on the frozen base policy. | +| `--experts-shared-outer-loras` | off | Use shared outer factors for grouped MoE experts. This layout is not checkpoint-compatible with per-expert LoRA. | +| `--check-lora-weight-equal` | off | On the colocated path, verify each synchronized adapter tensor with SHA-256. | +| `--update-weights-interval` | `1` | Publish new weights every N rollout/train iterations. This is not LoRA-specific, but it controls when the live adapter is synchronized. | + +This argument table describes the general Bridge surface. Current native Inkling +uses a fixed model-specific adapter schema: `--target-modules` does not select +individual training modules, `--exclude-modules` is not applied, and +`canonical_lora` is not implemented. Use the Inkling launcher defaults. + +### Rollout topology + +| Topology | Adapter transport | Requirements | +|---|---|---| +| Colocated | Local tensor serialization / CUDA IPC | Add `--colocate`; large-model recipes generally also use `--lora-base-cpu-backup`. Pipeline parallel adapter shards are assembled before the load. | +| Disaggregated, including multi-node | NCCL broadcast to remote SGLang engines | Use `--update-weight-transfer-mode broadcast`, Bridge mode, and `--pipeline-model-parallel-size 1`. | + +The current native Inkling path is colocated only. Remote/disaggregated LoRA +sync on `main` requires Bridge. + +LoRA is not supported by the P2P/RDMA or disk-delta weight-transfer modes. A +hybrid job with both colocated and additional remote rollout engines also cannot +send LoRA weights to the remote engines today. -For MoE models, attach LoRA to the FFN expert projections and switch the -SGLang LoRA backend to triton: +The legacy `--lora-sync-from-tensor` flag is still accepted by the parser but is +not consumed by the implementation. The topology selects the synchronization +path automatically; do not rely on this flag. + +## MoE adapters + +This section describes the Bridge path; native Inkling uses its fixed custom +expert layout. For grouped MoE experts, the training and serving layouts must +agree. A typical Bridge configuration is: ```bash LORA_ARGS=( - --lora-rank 32 - --lora-alpha 32 - --lora-dropout 0.0 - --target-modules "gate_proj,up_proj,down_proj" - --sglang-lora-backend triton # required for MoE LoRA - --megatron-to-hf-mode bridge + --lora-rank 32 + --lora-alpha 32 + --lora-dropout 0.0 + --target-modules "gate_proj,up_proj,down_proj" + --sglang-lora-backend triton + --megatron-to-hf-mode bridge ) ``` -The default SGLang LoRA backend skips MoE layers and logs -`Current LoRA backend does not support LoRA on MoE layers; skipping MoE layer`, -which means the expert adapters get silently dropped at inference time. The -GPT-OSS-20B example launcher sets `--sglang-lora-backend triton` for this -reason. +The SGLang `triton` backend is required by the maintained MoE recipes; the +default backend can skip MoE layers. Per-expert adapters are the default. +`--experts-shared-outer-loras` selects the shared-outer layout, and miles enables +SGLang virtual-expert serving for expert adapters by default. Use +`--no-sglang-lora-use-virtual-experts` only when intentionally selecting the +alternative aligned-expert path. + +## Supported features + +- **Losses and algorithms.** LoRA wraps the actor model independently of the + policy loss. The maintained RL recipes use critic-free estimators such as + GRPO. The SFT loss path can use the same adapter hooks, although the repository + does not yet have a dedicated LoRA-SFT E2E test. Shared actor/critic PPO is not + supported by the general Bridge LoRA path because the critic path rejects + Bridge mode. +- **Checkpoints.** miles saves native per-rank adapter shards and + optimizer/scheduler state. Exact resume expects the same TP/PP topology. It + also attempts a best-effort HF PEFT `adapter_model.bin` plus + `adapter_config.json` export for external serving and warns if that export + fails. Direct HF PEFT-to-Bridge resume is not implemented yet; native Inkling + supplies a model-specific HF adapter importer. +- **Weight synchronization.** Colocated IPC and remote NCCL broadcast both ship + adapter tensors at each configured update boundary without merging them into + the base. A checksum checker is available for the colocated path. +- **Model structures.** Dense attention/MLP, MLA, GDN, multimodal models, models + containing DSA, and both per-expert and shared-outer MoE adapters have + validated recipes or tests. DSA-indexer adapters themselves are not validated; + see the model-specific caveats in the table above. +- **Agentic sessions.** Session-server requests carry the active single-LoRA + name, so multi-turn trajectories are generated by the updated policy rather + than the frozen base. See the experimental example below. + +### Quantized rollout + +Precision support is asymmetric: the validated FP8 configuration trains the +LoRA actor in BF16 while SGLang serves a separately quantized FP8 base +checkpoint. Adapter tensors remain unquantized and are synchronized at each +configured weight-update boundary. The GLM-5.2 launcher exposes this as its +`--fp8-rollout` option and writes an SGLang config with `update_weights: true`. + +The final validation reported in [PR #1678](https://github.com/radixark/miles/pull/1678#issuecomment-4979467048) +measured: + +| Configuration | Train/rollout abs diff | KL | +|---|---:|---:| +| 5-layer GLM-5.2, BF16 rollout | `0.0104` | `1.2e-4` | +| 5-layer GLM-5.2, FP8 rollout | `0.0347` | `9.8e-4` | +| Full GLM-5.2 744B, FP8 rollout, two 16-GPU engines | `0.0196` | `2.7e-3` | + +These values are configuration-specific rather than universal FP8 thresholds. +The full-744B row is historical multi-node evidence and cannot be reproduced +directly by the current single-node `main` launcher; multi-node launcher work is +tracked in [PR #2033](https://github.com/radixark/miles/pull/2033). + +The PR body also attached the following curves from a different, longer +validation run. It did not publish the exact configuration for these curves, so +their plotted levels should not be mapped to any one of the final point +measurements in the table: + +![GLM-5.2 LoRA FP8 rollout train-rollout log-prob difference](/assets/images/lora-glm5-2-fp8-logprob-pr1678.png) + +*Train/rollout log-prob difference in the FP8 rollout validation attached to [PR #1678](https://github.com/radixark/miles/pull/1678).* + +![GLM-5.2 LoRA FP8 rollout reward](/assets/images/lora-glm5-2-fp8-reward-pr1678.png) + +*Raw reward in the FP8 rollout validation attached to [PR #1678](https://github.com/radixark/miles/pull/1678).* + +Kimi K2.5 provides a separate model-specific INT4 example: SGLang serves the +INT4 checkpoint while the trainer uses BF16 fake-QAT and TIS correction. Do not +generalize these two recipes into blanket support for FP8, MXFP8, or INT4 LoRA +training on every model. In particular, multi-LoRA on MoE expert leaves rejects +FP8/FP4 experts. + +## GLM-5.2 744B BF16 case study + +[PR #1559](https://github.com/radixark/miles/pull/1559) validated the +GLM-5/5.1/5.2 Bridge LoRA path across MoE and MLA on models containing DSA; the +DSA indexer itself was excluded from the adapter targets. The full GLM-5.2 744B +run used 64 GPUs and completed more than 50 rollout -> train -> save steps. Once +rollout requests correctly selected the adapter, the reported absolute +train/rollout log-prob difference stayed around `0.0096`, while raw reward rose +from roughly `0.45` to `0.8-0.99`. + +The plotted run, `no-down-proj-260702-0948`, excluded the expert `down_proj`. +The PR's ablation found that including it caused abs diff to drift to `0.058` at +step 43 (KL about `0.02`); excluding it kept abs diff at `0.0044-0.0077` (KL +about `2e-4`) without an observed reward cost. Treat this as a GLM recipe finding, +not a rule for every MoE model. + +![GLM-5.2 744B LoRA train-rollout log-prob difference without expert down_proj](/assets/images/lora-glm5-2-no-down-proj-logprob-pr1559.png) + +*The `no-down-proj-260702-0948` train/rollout log-prob curve. Source: [PR #1559](https://github.com/radixark/miles/pull/1559).* + +![GLM-5.2 744B LoRA raw reward without expert down_proj](/assets/images/lora-glm5-2-no-down-proj-reward-pr1559.png) + +*The `no-down-proj-260702-0948` raw-reward curve. Source: [PR #1559](https://github.com/radixark/miles/pull/1559).* + + +These figures are historical full-scale validation evidence, not a claim that +the current `main` launcher reproduces the 744B run on one node. The checked-in +launcher is single-node; the repository's copy-paste validation path uses a +reduced checkpoint. Multi-node full-744B launcher work is tracked in +[PR #2033](https://github.com/radixark/miles/pull/2033). + + +## Agentic RL with LoRA (experimental) + +Agentic rollout has one extra correctness requirement: every turn sent through +the session server must select the newly synchronized adapter. [PR +#2075](https://github.com/radixark/miles/pull/2075) fixed this by attaching +`lora_path=miles_lora` to session-server requests. Before that fix, the trainer +updated LoRA while the agent continued collecting trajectories from the frozen +base policy. The current session integration selects the fixed single-adapter +name; it is not multi-LoRA slot routing, and it should not be combined with +`--lora-train-only`. + +[Draft PR #2280](https://github.com/radixark/miles/pull/2280) adds the first +LoRA-specific agentic recipe: GLM-5.2 744B-A40B with synchronous GRPO on +Terminal-Bench-2-style tasks, a Harbor agent server, and Daytona sandboxes. Its +reference configuration uses: + +- 4 nodes x 8 H200, TP8 / EP32 / PP1 / CP1; +- BF16 training with an FP8 rollout checkpoint; +- rank 16, alpha 32, attention/MLA-only targets; +- 64K sessions, TileLang DSA, full recompute, and disk actor offload; and +- two 16-GPU rollout engines with `--lora-base-cpu-backup`. + +The author reports 30+ 64K-context GRPO rollouts with stable rewards and no +NaN/OOM, but the PR does not publish a reward value, solve rate, or learning +curve. It remains a draft and depends on an open memory-headroom companion +change ([PR #2199](https://github.com/radixark/miles/pull/2199)), so treat it as +stability evidence rather than a released benchmark. + + +[PR #2220](https://github.com/radixark/miles/pull/2220) contains GLM-5.2 x +Terminal-Bench-2 scaling charts, but that run is full-parameter training, not +LoRA. Its charts should not be presented as LoRA results. + + +## Multi-LoRA training + +### Current dataset-driven backend + +The implementation on `main` trains multiple adapters against one shared base +model through the [fully async example](https://github.com/radixark/miles/tree/main/examples/multi_lora). +Each registered adapter supplies its own dataset, reward, rollout batch shape, +rank/alpha, and checkpoint directory, with most fields inheriting process-wide +defaults. LR/WD hyperparameters come from the global CLI; each fixed slot has +its own Adam state and independently clocked scheduler. The trainer coalesces +ready prompt-group slices or partial adapter batches and selectively upserts +only changed adapters into SGLang. + +Set the slot capacity with `--multi-lora-n-adapters N`. A bounded run registers +repeatable `--multi-lora-adapter NAME PATH` entries at startup; service mode can +start with empty slots and register adapters through the controller HTTP API. +This path currently forces Megatron-Bridge LoRA and requires disaggregated NCCL +broadcast, PP1, THD, Adam, and no train offload. Shared-outer expert adapters are +unsupported, and MoE expert adapters cannot use FP8/FP4 experts. + +Native multi-LoRA is not implied by the native single-adapter work: both current +`main` and the Tinker-oriented branch below still build multi-LoRA through +Megatron-Bridge. Native multi-LoRA is tracked separately in +[issue #2141](https://github.com/radixark/miles/issues/2141). + +### Future Tinker-compatible operation backend + +[PR #2273](https://github.com/radixark/miles/pull/2273) is the active +Tinker-oriented backend proposal. It changes ownership of the training loop: +instead of the server owning a dataset, reward function, and one-step schedule, +clients submit explicit operations against a registered adapter. Its primary +intended consumer is a Tinker-compatible training service rather than a generic +server-owned dataset scheduler. + +```text +Tinker-style client + | register + ordered operations + v +controller / operation ledger + | bind one fixed LoRA slot + v +Megatron-Bridge multi-LoRA trainer + | forward, backward, optimizer, checkpoint + | save_weights_for_sampler publish barrier + v +SGLang router + registration-scoped adapter identity +``` + +The operation surface separates compute, optimization, and publication: + +| Operation | Contract | +|---|---| +| `forward` / `forward_backward` | Return per-datum log probabilities; backward calls accumulate client-scaled gradient sums. | +| `optim_step` | Apply client-supplied Adam parameters and clipping to one slot, with an all-rank non-finite veto. | +| `save_weights_for_sampler` | Publish the latest adapter and complete only after the new serving version is live. | +| `save_state` / `load_state` | Save or restore immutable per-adapter weights and optimizer state behind shape, world-size, and ownership fences. | + +The design uses fixed residency rather than transparent LRU eviction. Operations +are strictly serialized per registration, while idempotent retries, gap-buffered +arrival, acknowledgements, and backpressure make execution retry-safe and +order-safe. A registration-scoped serving identity prevents an old request from +using a slot after that slot has been reassigned. Authenticated remote access is +the responsibility of the future frontend, not the Ray operation API in #2273. + +The v1 scope in the PR is deliberately narrow: text-only synchronous training, +one shared base model, shifted 1-D targets, `cross_entropy`, importance-sampling, +and PPO losses, per-call Adam, and latest-only sampler weights. Multimodal, +top-K/SDFT targets, CISPO/DRO, asynchronous or pinned-snapshot off-policy +training, and cross-world-size restore are outside v1. + + +This backend is implemented in an open PR, not released on `main`; the PR +reports H200 validation. PR #2273 provides the operation backend, but its v1 +training operations are still exposed through the controller's Ray API. The +stacked draft [PR #2346](https://github.com/radixark/miles/pull/2346) adds a REST +frontend compatible with the official `tinker==0.24.1` client; its GPU frontend +E2E is still pending. An alternative open design, +[PR #2137](https://github.com/radixark/miles/pull/2137), retains dataset-driven +whole-batch scheduling. If #2273 lands as proposed, it replaces the current +dataset-driven driver rather than guaranteeing both modes will coexist. + ## Compatibility and limitations -* **Training backend**: Megatron only. The FSDP backend does not have a LoRA - path yet. -* **Rollout topology**: colocate only. Distributed / PD-disaggregated rollout - raises `NotImplementedError` at weight-sync time when LoRA is enabled. -* **Algorithms**: orthogonal to the advantage estimator; the GRPO recipes in - `examples/lora/` carry straight over to PPO and any other algorithm that - drives `train.py`. -* **Low-precision training**: the LoRA branch follows the surrounding - precision, so block-wise FP8, MXFP8, and INT4 QAT recipes are compatible. - See [Low Precision RL](/advanced/fp8-low-precision) and [INT4 QAT](/advanced/int4-qat). -* **Target modules**: `--target-modules` is required whenever - `--lora-rank > 0`. There is no auto-detection; the launcher asserts at - startup. -* **Single adapter per run**: only one set of `--lora-*` arguments is - honored per training job. Training multiple LoRA adapters in parallel - within a single `train.py` run is not implemented today — run separate - jobs if you need multiple adapters. +- **Training backend:** Megatron only; FSDP has no LoRA training path. +- **Implementation path on `main`:** Bridge is the general path; native/raw LoRA + is model-specific to Inkling. General native coverage is pending PR #1792. +- **Remote transport:** NCCL broadcast only, with PP1. P2P/RDMA and disk-delta + reject LoRA. +- **PPO:** shared actor/critic PPO is incompatible with general Bridge LoRA. +- **Resume:** miles adapter shards are resumable with the matching parallel + topology. Direct HF PEFT import into the Bridge model is not yet implemented; + native Inkling has a custom importer. +- **Memory optimizations:** `--rematerialize-param-from-master-weight` and + streamed optimizer state on NVMe reject LoRA. Ordinary actor disk offload is a + different feature and is used by the draft agentic recipe. +- **Multi-LoRA:** the current and proposed Tinker operation paths both require + Bridge; native multi-LoRA remains roadmap work. Evaluation, colocate, PP, + train offload, shared-outer experts, and FP8/FP4 MoE expert adapters are not + supported by the current multi-adapter path. +- **Agentic sessions:** the current session integration selects the fixed + `miles_lora` adapter, not a multi-LoRA slot; `--lora-train-only` is also not a + supported combination for this path. ## Internals -The bridge between Megatron's LoRA path and SGLang adapter loading is in: - -- `miles/backends/megatron_utils/lora_utils.py` — argument parsing helpers, - LoRA detection (`is_lora_enabled`, `is_lora_model`), and HF ↔ Megatron - module-name conversion for both the `lora` and `canonical_lora` variants. -- `miles/backends/megatron_utils/bridge_lora_helpers.py` — the Megatron-Bridge - PEFT hook that wraps the model with LoRA layers before training. -- `miles/backends/megatron_utils/checkpoint.py` — adapter-aware save and load. +- `miles/backends/megatron_utils/bridge_lora_helpers.py` builds and wraps the + general Bridge LoRA model. +- `miles/backends/megatron_utils/lora_utils.py` resolves module names, creates + standard/canonical adapters, and implements adapter checkpoint helpers. +- `miles_plugins/models/inkling/lora.py` implements the native/raw LoRA path + available on current `main`. - `miles/backends/megatron_utils/update_weight/update_weight_from_tensor.py` - — colocate-mode weight sync from the trainer's LoRA tensors into the SGLang - rollout engine. Disaggregate-mode weight sync is not supported yet. - -A worked tutorial covering checkpoint conversion, SGLang adapter loading, and -LoRA-specific evaluation will land here in a future doc pass. + handles colocated adapter export and IPC loading. +- `miles/backends/megatron_utils/update_weight/update_weight_from_distributed/` + gathers and broadcasts adapters to remote SGLang engines. +- `miles/rollout/session/core.py` attaches the single adapter to agentic session + requests. +- `miles/ray/multi_lora/`, `miles/rollout/multi_lora/`, and + `miles/backends/megatron_utils/multi_lora_*.py` implement the multi-adapter + controller, routing, scheduling, optimization, and checkpoint path. diff --git a/docs/assets/images/lora-glm5-2-fp8-logprob-pr1678.png b/docs/assets/images/lora-glm5-2-fp8-logprob-pr1678.png new file mode 100644 index 0000000000000000000000000000000000000000..6eaa34b47b148640e8eedd339f6fb93c3173a308 GIT binary patch literal 72270 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z3=*G)F|!I?HMQOdusVgDY+QMYhg%H9`tZPKnXLVrH0)}Q$}BQ+4q#R8MdH19iJ|xah|^si)5y4j<|-bUFz#XwKsffiI;*r(QR5 z@28n|XQvzW{j?W5+g;QrPsxu0UKbosl}V1?^YzYp!# zDwhH91H`;(``hiR0#)kh9ve_Ir+QNVK5h6j&wdRo6O7;TRQB()SpcH2DUfTtTC$X) z`DI;ipu>d=nNk#PLUsxUh7BOJq*vU(8cl;Vw5=b4j=jtH;elLgs zi&r3Quef8U$**B;7vwYDS(-k-#zL?F!r;2&uXfsjurzR8So*rOVt=h2o&fK$(c{bF zzlPNp_(%RZV*i$I|2bm+eIfoiVm}MmKUM7iUn=o`QpG;N)z=1C2K`RIu8J3r#t5U- z-8P;JDaO2~XZ$Z005EBsgung!rBpxf)dFF@^u*QU*s Date: Mon, 10 Aug 2026 11:57:51 -0700 Subject: [PATCH 2/5] docs: remove GLM no-down-proj curves --- docs/advanced/lora.md | 34 +++++++----------- ...ora-glm5-2-no-down-proj-logprob-pr1559.png | Bin 162972 -> 0 bytes ...lora-glm5-2-no-down-proj-reward-pr1559.png | Bin 117928 -> 0 bytes 3 files changed, 12 insertions(+), 22 deletions(-) delete mode 100644 docs/assets/images/lora-glm5-2-no-down-proj-logprob-pr1559.png delete mode 100644 docs/assets/images/lora-glm5-2-no-down-proj-reward-pr1559.png diff --git a/docs/advanced/lora.md b/docs/advanced/lora.md index 8bf5401c15c..9549b81ebfb 100644 --- a/docs/advanced/lora.md +++ b/docs/advanced/lora.md @@ -277,35 +277,25 @@ generalize these two recipes into blanket support for FP8, MXFP8, or INT4 LoRA training on every model. In particular, multi-LoRA on MoE expert leaves rejects FP8/FP4 experts. -## GLM-5.2 744B BF16 case study +## GLM-5.2 744B BF16 validation [PR #1559](https://github.com/radixark/miles/pull/1559) validated the GLM-5/5.1/5.2 Bridge LoRA path across MoE and MLA on models containing DSA; the DSA indexer itself was excluded from the adapter targets. The full GLM-5.2 744B -run used 64 GPUs and completed more than 50 rollout -> train -> save steps. Once -rollout requests correctly selected the adapter, the reported absolute -train/rollout log-prob difference stayed around `0.0096`, while raw reward rose -from roughly `0.45` to `0.8-0.99`. +run used 64 GPUs and completed more than 50 rollout -> train -> save steps. The +PR also compared expert target selections, including a run that excluded +`down_proj`. -The plotted run, `no-down-proj-260702-0948`, excluded the expert `down_proj`. -The PR's ablation found that including it caused abs diff to drift to `0.058` at -step 43 (KL about `0.02`); excluding it kept abs diff at `0.0044-0.0077` (KL -about `2e-4`) without an observed reward cost. Treat this as a GLM recipe finding, -not a rule for every MoE model. - -![GLM-5.2 744B LoRA train-rollout log-prob difference without expert down_proj](/assets/images/lora-glm5-2-no-down-proj-logprob-pr1559.png) - -*The `no-down-proj-260702-0948` train/rollout log-prob curve. Source: [PR #1559](https://github.com/radixark/miles/pull/1559).* - -![GLM-5.2 744B LoRA raw reward without expert down_proj](/assets/images/lora-glm5-2-no-down-proj-reward-pr1559.png) - -*The `no-down-proj-260702-0948` raw-reward curve. Source: [PR #1559](https://github.com/radixark/miles/pull/1559).* +Treat this as historical implementation and scale evidence. The reported +train/rollout log-prob gaps are configuration-specific and are not established +as a portable acceptance threshold, so the corresponding curves are not +reproduced here. -These figures are historical full-scale validation evidence, not a claim that -the current `main` launcher reproduces the 744B run on one node. The checked-in -launcher is single-node; the repository's copy-paste validation path uses a -reduced checkpoint. Multi-node full-744B launcher work is tracked in +This historical validation is not a claim that the current `main` launcher +reproduces the 744B run on one node. The checked-in launcher is single-node; the +repository's copy-paste validation path uses a reduced checkpoint. 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z3=*G)F|!I?HMQOdusVgDY+QMYhg%H9`tZPKnXLVrH0)}Q$}BQ+4q#R8MdH19iJ|xah|^si)5y4j<|-bUFz#XwKsffiI;*r(QR5 z@28n|XQvzW{j?W5+g;QrPsxu0UKbosl}V1?^YzYp!# zDwhH91H`;(``hiR0#)kh9ve_Ir+QNVK5h6j&wdRo6O7;TRQB()SpcH2DUfTtTC$X) z`DI;ipu>d=nNk#PLUsxUh7BOJq*vU(8cl;Vw5=b4j=jtH;elLgs zi&r3Quef8U$**B;7vwYDS(-k-#zL?F!r;2&uXfsjurzR8So*rOVt=h2o&fK$(c{bF zzlPNp_(%RZV*i$I|2bm+eIfoiVm}MmKUM7iUn=o`QpG;N)z=1C2K`RIu8J3r#t5U- z-8P;JDaO2~XZ$Z005EBsgung!rBpxf)dFF@^u*QU*s Date: Mon, 10 Aug 2026 13:45:52 -0700 Subject: [PATCH 3/5] docs: address LoRA review feedback --- docs/advanced/lora.md | 62 +++++++++++++++++-------------------------- 1 file changed, 25 insertions(+), 37 deletions(-) diff --git a/docs/advanced/lora.md b/docs/advanced/lora.md index 9549b81ebfb..ca49a5368e3 100644 --- a/docs/advanced/lora.md +++ b/docs/advanced/lora.md @@ -12,33 +12,25 @@ colocated base-backup recipes transfer only the adapter after startup; a colocated job without the base backup may also re-send frozen base weights as part of pause/resume. -## Mental model - -```text -HF base checkpoint + target module names - | - v - training-side model construction - / \ - Bridge: AutoBridge PEFT native/raw: miles provider - \ + model-aware adapter spec - \ / - frozen base + trainable A/B matrices - | - optimizer step(s) - | - configured update boundary - | - export adapter tensors - / \ - colocated: local IPC disaggregated: NCCL (Bridge on main) - \ / - v - SGLang base + named adapter - | - requests select lora_path - | - reward / advantages / next step +## Training and rollout lifecycle + +```mermaid +flowchart TB + HF["HF base checkpoint
+ target module names"] --> Build{"LoRA implementation"} + Build --> Bridge["Megatron-Bridge
AutoBridge PEFT"] + Build --> Native["Native / raw
miles provider + model-aware adapter spec"] + Bridge --> Train["Frozen base + trainable LoRA A/B matrices"] + Native --> Train + Train --> Step["Optimizer step(s)"] + Step --> Boundary["Configured weight-update boundary"] + Boundary --> Export["Export adapter tensors"] + Export --> IPC["Colocated
local IPC"] + Export --> NCCL["Disaggregated
NCCL broadcast
(Bridge on current main)"] + IPC --> SGLang["SGLang base + named adapter"] + NCCL --> SGLang + SGLang --> Request["Rollout requests select lora_path"] + Request --> RL["Reward / advantages / next step"] + RL --> Step ``` Model support is therefore a three-way contract rather than a hard-coded @@ -64,9 +56,6 @@ separate from SGLang's serving-side `--sglang-lora-backend` choice. | **Megatron-Bridge PEFT** | `AutoBridge` builds the provider, applies Bridge LoRA before DDP, and exports HF-named adapter tensors. Select it with `--megatron-to-hf-mode bridge`. | Qwen2.5, Qwen3, GPT-OSS, Kimi K2.5, GLM-5/5.1/5.2, and Qwen3.5/3.6, subject to the evidence and module caveats below. | General production path. Current multi-LoRA also requires this path. | | **Native / raw-mode LoRA** | Under `--megatron-to-hf-mode raw`, miles builds the model with its own Megatron provider and attaches model-aware adapter modules directly before DDP. | Inkling and Inkling-Small. The current implementation is an Inkling-specific integration, including custom attention, MLP, routed/shared experts, LM head, adapter import, and export. | Specialized path on current `main`; use the Inkling launcher rather than assuming `raw` works for another model. | -The current Inkling integration was added in -[PR #2122](https://github.com/radixark/miles/pull/2122). - The planned maintenance direction is native-first: after the generalized native plugin lands, new model enablement and ongoing LoRA maintenance will primarily target @@ -302,13 +291,12 @@ full-744B launcher work is tracked in ## Agentic RL with LoRA (experimental) Agentic rollout has one extra correctness requirement: every turn sent through -the session server must select the newly synchronized adapter. [PR -#2075](https://github.com/radixark/miles/pull/2075) fixed this by attaching -`lora_path=miles_lora` to session-server requests. Before that fix, the trainer -updated LoRA while the agent continued collecting trajectories from the frozen -base policy. The current session integration selects the fixed single-adapter -name; it is not multi-LoRA slot routing, and it should not be combined with -`--lora-train-only`. +the session server must select the newly synchronized adapter. The session +server therefore attaches `lora_path=miles_lora` to its requests; otherwise the +trainer could update LoRA while the agent continues collecting trajectories +from the frozen base policy. The current session integration selects the fixed +single-adapter name; it is not multi-LoRA slot routing, and it should not be +combined with `--lora-train-only`. [Draft PR #2280](https://github.com/radixark/miles/pull/2280) adds the first LoRA-specific agentic recipe: GLM-5.2 744B-A40B with synchronous GRPO on From fb9c0745e9b97824a56daa7bc278736e6c642c12 Mon Sep 17 00:00:00 2001 From: Yusheng Su Date: Mon, 10 Aug 2026 13:53:56 -0700 Subject: [PATCH 4/5] docs: remove references to merged LoRA PRs --- docs/advanced/lora.md | 34 +++++++----------- ...pr1678.png => lora-glm5-2-fp8-logprob.png} | Bin ...-pr1678.png => lora-glm5-2-fp8-reward.png} | Bin 3 files changed, 13 insertions(+), 21 deletions(-) rename docs/assets/images/{lora-glm5-2-fp8-logprob-pr1678.png => lora-glm5-2-fp8-logprob.png} (100%) rename docs/assets/images/{lora-glm5-2-fp8-reward-pr1678.png => lora-glm5-2-fp8-reward.png} (100%) diff --git a/docs/advanced/lora.md b/docs/advanced/lora.md index ca49a5368e3..77540ea31f5 100644 --- a/docs/advanced/lora.md +++ b/docs/advanced/lora.md @@ -99,7 +99,7 @@ full-scale experiment evidence. It is not an exhaustive model whitelist. | Bridge | Qwen3 4B | Dense | [Single-LoRA recipe](https://github.com/radixark/miles/blob/main/examples/lora/run-qwen3-4B-megatron-lora.sh), [multi-LoRA recipe](https://github.com/radixark/miles/tree/main/examples/multi_lora) | Used by the current multi-adapter example. | | Bridge | GPT-OSS 20B | MoE | [Recipe](https://github.com/radixark/miles/blob/main/examples/lora/run-gpt-oss-20B-megatron-moe-lora.sh), [MoE LoRA E2E](https://github.com/radixark/miles/blob/main/tests/e2e/megatron/model_scripts/test_gpt_oss_20b_moe_lora_ci.py) | Uses the SGLang `triton` LoRA backend. | | Bridge | Kimi K2.5 | Multimodal MoE + MLA | [16-node recipe](https://github.com/radixark/miles/blob/main/examples/lora/run-kimi-k25-megatron-lora.sh) | Demonstrates shared-outer expert LoRA and an INT4 rollout / fake-QAT setup. | -| Bridge | GLM-5 / 5.1 / 5.2 744B-A40B | MoE + MLA + DSA | [GLM-5.1 launcher](https://github.com/radixark/miles/blob/main/scripts/run_glm5_1_744b_a40b_lora.py), [GLM-5.2 launcher](https://github.com/radixark/miles/blob/main/scripts/run_glm5_2_744b_a40b_lora.py), [full-scale validation](https://github.com/radixark/miles/pull/1559) | CI covers reduced 6-layer / 5-layer checkpoints; full 744B results are described below. | +| Bridge | GLM-5 / 5.1 / 5.2 744B-A40B | MoE + MLA + DSA | [GLM-5.1 launcher](https://github.com/radixark/miles/blob/main/scripts/run_glm5_1_744b_a40b_lora.py), [GLM-5.2 launcher](https://github.com/radixark/miles/blob/main/scripts/run_glm5_2_744b_a40b_lora.py) | CI covers reduced 6-layer / 5-layer checkpoints; historical full-744B results are described below. | | Bridge | Qwen3.5 / Qwen3.6 35B-A3B | Hybrid GDN + MoE | [Launcher](https://github.com/radixark/miles/blob/main/scripts/run_qwen3_5_35b_a3b_lora.py), [Qwen3.5 E2E](https://github.com/radixark/miles/blob/main/tests/e2e/megatron/test_qwen3_5_35b_a3b_lora_ci.py) | Uses explicit wildcard targets to exclude MTP and vision modules. | | Native / raw | Inkling / Inkling-Small | Native multimodal MoE | [Launcher](https://github.com/radixark/miles/blob/main/scripts/run_inkling.py), [Inkling-Small 4-layer E2E](https://github.com/radixark/miles/blob/main/tests/e2e/megatron/model_scripts/test_inkling_small_4layer_lora_ci.py) | Current `main` model-specific native path; larger profiles are launcher/experiment evidence rather than LoRA CI. | @@ -233,8 +233,7 @@ checkpoint. Adapter tensors remain unquantized and are synchronized at each configured weight-update boundary. The GLM-5.2 launcher exposes this as its `--fp8-rollout` option and writes an SGLang config with `update_weights: true`. -The final validation reported in [PR #1678](https://github.com/radixark/miles/pull/1678#issuecomment-4979467048) -measured: +Historical GLM-5.2 validation measured: | Configuration | Train/rollout abs diff | KL | |---|---:|---:| @@ -247,18 +246,18 @@ The full-744B row is historical multi-node evidence and cannot be reproduced directly by the current single-node `main` launcher; multi-node launcher work is tracked in [PR #2033](https://github.com/radixark/miles/pull/2033). -The PR body also attached the following curves from a different, longer -validation run. It did not publish the exact configuration for these curves, so +The same work also produced the following curves from a different, longer +validation run. The exact configuration for these curves was not published, so their plotted levels should not be mapped to any one of the final point measurements in the table: -![GLM-5.2 LoRA FP8 rollout train-rollout log-prob difference](/assets/images/lora-glm5-2-fp8-logprob-pr1678.png) +![GLM-5.2 LoRA FP8 rollout train-rollout log-prob difference](/assets/images/lora-glm5-2-fp8-logprob.png) -*Train/rollout log-prob difference in the FP8 rollout validation attached to [PR #1678](https://github.com/radixark/miles/pull/1678).* +*Train/rollout log-prob difference in the longer FP8 rollout validation.* -![GLM-5.2 LoRA FP8 rollout reward](/assets/images/lora-glm5-2-fp8-reward-pr1678.png) +![GLM-5.2 LoRA FP8 rollout reward](/assets/images/lora-glm5-2-fp8-reward.png) -*Raw reward in the FP8 rollout validation attached to [PR #1678](https://github.com/radixark/miles/pull/1678).* +*Raw reward in the longer FP8 rollout validation.* Kimi K2.5 provides a separate model-specific INT4 example: SGLang serves the INT4 checkpoint while the trainer uses BF16 fake-QAT and TIS correction. Do not @@ -268,12 +267,11 @@ FP8/FP4 experts. ## GLM-5.2 744B BF16 validation -[PR #1559](https://github.com/radixark/miles/pull/1559) validated the -GLM-5/5.1/5.2 Bridge LoRA path across MoE and MLA on models containing DSA; the -DSA indexer itself was excluded from the adapter targets. The full GLM-5.2 744B -run used 64 GPUs and completed more than 50 rollout -> train -> save steps. The -PR also compared expert target selections, including a run that excluded -`down_proj`. +Historical full-scale runs validated the GLM-5/5.1/5.2 Bridge LoRA path across +MoE and MLA on models containing DSA; the DSA indexer itself was excluded from +the adapter targets. The full GLM-5.2 744B run used 64 GPUs and completed more +than 50 rollout -> train -> save steps. The validation also compared expert +target selections, including a run that excluded `down_proj`. Treat this as historical implementation and scale evidence. The reported train/rollout log-prob gaps are configuration-specific and are not established @@ -315,12 +313,6 @@ curve. It remains a draft and depends on an open memory-headroom companion change ([PR #2199](https://github.com/radixark/miles/pull/2199)), so treat it as stability evidence rather than a released benchmark. - -[PR #2220](https://github.com/radixark/miles/pull/2220) contains GLM-5.2 x -Terminal-Bench-2 scaling charts, but that run is full-parameter training, not -LoRA. Its charts should not be presented as LoRA results. - - ## Multi-LoRA training ### Current dataset-driven backend diff --git a/docs/assets/images/lora-glm5-2-fp8-logprob-pr1678.png b/docs/assets/images/lora-glm5-2-fp8-logprob.png similarity index 100% rename from docs/assets/images/lora-glm5-2-fp8-logprob-pr1678.png rename to docs/assets/images/lora-glm5-2-fp8-logprob.png diff --git a/docs/assets/images/lora-glm5-2-fp8-reward-pr1678.png b/docs/assets/images/lora-glm5-2-fp8-reward.png similarity index 100% rename from docs/assets/images/lora-glm5-2-fp8-reward-pr1678.png rename to docs/assets/images/lora-glm5-2-fp8-reward.png From 3968b8c777a52d3a0fccac9ec241bfcb3b29d11c Mon Sep 17 00:00:00 2001 From: Yusheng Su Date: Tue, 11 Aug 2026 18:29:36 -0700 Subject: [PATCH 5/5] docs: clarify LoRA rollout topologies --- docs/advanced/lora.md | 33 +++++++++++---------------------- 1 file changed, 11 insertions(+), 22 deletions(-) diff --git a/docs/advanced/lora.md b/docs/advanced/lora.md index 77540ea31f5..b09c2a2a821 100644 --- a/docs/advanced/lora.md +++ b/docs/advanced/lora.md @@ -7,31 +7,20 @@ miles trains the adapter matrices in Megatron and serves the same live adapter from SGLang. The base model stays frozen; at each configured weight-update boundary, miles exports and synchronizes the updated LoRA weights. The default boundary is once per rollout/train iteration. No merge-to-base or checkpoint -conversion is required inside the training-rollout loop. Remote rollout and -colocated base-backup recipes transfer only the adapter after startup; a -colocated job without the base backup may also re-send frozen base weights as -part of pause/resume. +conversion is required inside the training-rollout loop. ## Training and rollout lifecycle -```mermaid -flowchart TB - HF["HF base checkpoint
+ target module names"] --> Build{"LoRA implementation"} - Build --> Bridge["Megatron-Bridge
AutoBridge PEFT"] - Build --> Native["Native / raw
miles provider + model-aware adapter spec"] - Bridge --> Train["Frozen base + trainable LoRA A/B matrices"] - Native --> Train - Train --> Step["Optimizer step(s)"] - Step --> Boundary["Configured weight-update boundary"] - Boundary --> Export["Export adapter tensors"] - Export --> IPC["Colocated
local IPC"] - Export --> NCCL["Disaggregated
NCCL broadcast
(Bridge on current main)"] - IPC --> SGLang["SGLang base + named adapter"] - NCCL --> SGLang - SGLang --> Request["Rollout requests select lora_path"] - Request --> RL["Reward / advantages / next step"] - RL --> Step -``` +For a single adapter, miles exports the updated LoRA tensors at each configured +publish boundary. Colocated jobs load them through the local tensor/IPC path; +disaggregated Bridge jobs broadcast them to remote SGLang engines over NCCL. +Rollout requests then select the live named adapter with `lora_path`. + +Multi-LoRA currently supports disaggregated rollout only and rejects +`--colocate` at launch. Each SGLang engine keeps the base checkpoint resident; +miles selectively exports and NCCL-broadcasts newly loaded or optimizer-stepped +adapters into their corresponding SGLang slots. New or restarted engines receive +every loaded adapter, while unchanged adapters are not resent. Model support is therefore a three-way contract rather than a hard-coded allowlist: