From 414a97f20b485c5f804ec29e7e42da581f56b695 Mon Sep 17 00:00:00 2001 From: census Date: Sat, 24 Oct 2026 09:40:06 +0000 Subject: [PATCH] Census 2026-10-24: 428065 models, 339805 with an architecture (2886 architectures): mapped 321215 (94.53%), checked 216732 (63.78%) --- registry/census.json | 165 +++++++++++++++++++++++-------------------- 1 file changed, 87 insertions(+), 78 deletions(-) diff --git a/registry/census.json b/registry/census.json index b9b5fc04..27efde2a 100644 --- a/registry/census.json +++ b/registry/census.json @@ -1,25 +1,25 @@ { - "date": "2026-10-23", + "date": "2026-10-24", "coverage": { - "models": 427926, - "with_architecture": 339868, - "architectures_seen": 2877, - "mapped_models": 321340, - "mapped_pct": 94.55, - "checked_models": 216962, - "checked_pct": 63.84, + "models": 428065, + "with_architecture": 339805, + "architectures_seen": 2886, + "mapped_models": 321215, + "mapped_pct": 94.53, + "checked_models": 216732, + "checked_pct": 63.78, "per_backend": { "hrx": { - "mapped": 321340, - "checked": 216962, - "mapped_pct": 94.55, - "checked_pct": 63.84 + "mapped": 321215, + "checked": 216732, + "mapped_pct": 94.53, + "checked_pct": 63.78 }, "npu": { - "mapped": 182597, - "checked": 31975, - "mapped_pct": 53.73, - "checked_pct": 9.41 + "mapped": 182372, + "checked": 31938, + "mapped_pct": 53.67, + "checked_pct": 9.4 } }, "top_unmapped": [ @@ -68,12 +68,12 @@ "models": 156 }, { - "architecture": "RobertaForCausalLM", - "models": 139 + "architecture": "K2HorizonForCausalLM", + "models": 140 }, { - "architecture": "K2HorizonForCausalLM", - "models": 138 + "architecture": "RobertaForCausalLM", + "models": 139 }, { "architecture": "NanochatGPTForCausalLM", @@ -101,7 +101,7 @@ }, { "architecture": "Spark2_5ForCausalLM", - "models": 92 + "models": 95 }, { "architecture": "BioGptForCausalLM", @@ -126,48 +126,48 @@ ] }, "raw": { - "total": 427926, - "no_arch": 88058, - "pages": 428, + "total": 428065, + "no_arch": 88260, + "pages": 429, "complete": true, "counts": { - "LlamaForCausalLM": 101102, - "Qwen2ForCausalLM": 47203, - "GPT2LMHeadModel": 33176, - "Qwen3ForCausalLM": 31975, - "MistralForCausalLM": 28009, - "GPTNeoXForCausalLM": 8092, + "LlamaForCausalLM": 101002, + "Qwen2ForCausalLM": 47111, + "GPT2LMHeadModel": 33185, + "Qwen3ForCausalLM": 31938, + "MistralForCausalLM": 27994, + "GPTNeoXForCausalLM": 8093, "StableLmForCausalLM": 6682, - "Gemma3ForCausalLM": 6193, - "Gemma2ForCausalLM": 5659, - "GemmaForCausalLM": 5114, - "Qwen3_5ForConditionalGeneration": 3433, - "Phi3ForCausalLM": 3246, + "Gemma3ForCausalLM": 6194, + "Gemma2ForCausalLM": 5658, + "GemmaForCausalLM": 5115, + "Qwen3_5ForConditionalGeneration": 3465, + "Phi3ForCausalLM": 3249, "Step1MoEForCausalLM": 2882, - "MixtralForCausalLM": 2842, - "OPTForCausalLM": 2097, - "GptOssForCausalLM": 1946, - "Qwen3MoeForCausalLM": 1784, + "MixtralForCausalLM": 2843, + "OPTForCausalLM": 2085, + "GptOssForCausalLM": 1948, + "Qwen3MoeForCausalLM": 1788, "PhiForCausalLM": 1654, "GPTNeoForCausalLM": 1609, "ParlerTTSForConditionalGeneration": 1585, - "Qwen3_5MoeForConditionalGeneration": 1493, - "Gemma4ForConditionalGeneration": 1415, - "Qwen3_5ForCausalLM": 1404, + "Qwen3_5MoeForConditionalGeneration": 1502, + "Gemma4ForConditionalGeneration": 1441, + "Qwen3_5ForCausalLM": 1411, "Lfm2ForCausalLM": 1223, - "BloomForCausalLM": 1190, - "Gemma3ForConditionalGeneration": 1127, + "BloomForCausalLM": 1191, + "Gemma3ForConditionalGeneration": 1129, "Olmo3ForCausalLM": 1114, - "T5ForConditionalGeneration": 1054, + "T5ForConditionalGeneration": 1056, "ChessForCausalLM": 970, "FalconForCausalLM": 920, - "GlmMoeDsaForCausalLM": 689, - "Olmo2ForCausalLM": 664, - "GraniteForCausalLM": 623, + "GlmMoeDsaForCausalLM": 691, + "Olmo2ForCausalLM": 668, + "GraniteForCausalLM": 624, "GPTJForCausalLM": 615, - "DeepseekV4ForCausalLM": 610, + "DeepseekV4ForCausalLM": 611, "OlmoForCausalLM": 601, - "NemotronHForCausalLM": 561, + "NemotronHForCausalLM": 567, "CohereForCausalLM": 536, "DeepseekV3ForCausalLM": 530, "GraniteMoeHybridForCausalLM": 528, @@ -177,14 +177,14 @@ "GPTBigCodeForCausalLM": 434, "CodeGenForCausalLM": 387, "MT5ForConditionalGeneration": 364, - "Qwen3NextForCausalLM": 357, + "Qwen3NextForCausalLM": 358, "QWenLMHeadModel": 347, - "Glm4MoeForCausalLM": 341, - "Lfm2MoeForCausalLM": 341, + "Lfm2MoeForCausalLM": 342, + "Glm4MoeForCausalLM": 339, "MiniMaxM2ForCausalLM": 319, "Starcoder2ForCausalLM": 312, + "Gemma4UnifiedForConditionalGeneration": 300, "RWForCausalLM": 300, - "Gemma4UnifiedForConditionalGeneration": 288, "MPTForCausalLM": 278, "DynamicAlibiForCausalLM": 245, "OpenLMForCausalLM": 245, @@ -193,7 +193,7 @@ "SeedOssForCausalLM": 231, "Glm4ForCausalLM": 224, "BertLMHeadModel": 212, - "Mistral3ForConditionalGeneration": 210, + "Mistral3ForConditionalGeneration": 212, "ExaoneForCausalLM": 194, "Cohere2ForCausalLM": 191, "OlmoeForCausalLM": 189, @@ -206,32 +206,32 @@ "JambaForCausalLM": 169, "OpenELMForCausalLM": 166, "FalconH1ForCausalLM": 163, - "DFlashDraftModel": 159, + "DFlashDraftModel": 160, "MambaForCausalLM": 157, "MixFormerSequentialForCausalLM": 156, "LLaMAForCausalLM": 153, "ApertusForCausalLM": 143, + "K2HorizonForCausalLM": 140, "RobertaForCausalLM": 139, - "K2HorizonForCausalLM": 138, "Gemma4ForCausalLM": 134, "BaichuanForCausalLM": 132, "DeciLMForCausalLM": 130, "LlamaForCausalLMEagle3": 128, "NanochatGPTForCausalLM": 126, - "InternLM2ForCausalLM": 122, "Qwen2MoeForCausalLM": 122, + "InternLM2ForCausalLM": 121, + "Qwen4ExpForConditionalGeneration": 117, "MiniCPMForCausalLM": 115, - "Qwen4ExpForConditionalGeneration": 115, "CambrianQwenForCausalLM": 113, "MBartForConditionalGeneration": 113, "OpensciForCausalLM": 109, + "HYV3ForCausalLM": 106, "Glm5NextForConditionalGeneration": 105, - "HYV3ForCausalLM": 105, "HunYuanDenseV1ForCausalLM": 105, "MiMoV2ForCausalLM": 104, "BartForCausalLM": 100, "LlavaQwen2ForCausalLM": 97, - "Spark2_5ForCausalLM": 92, + "Spark2_5ForCausalLM": 95, "DeepseekV32ForCausalLM": 91, "JAISLMHeadModel": 89, "BioGptForCausalLM": 86, @@ -244,8 +244,8 @@ "MarianForCausalLM": 76, "NanoChatForCausalLM": 75, "LISAForCausalLM": 74, + "DeepseekV41ForCausalLM": 73, "NMMaskMoELLaVAQwen3ForCausalLM": 73, - "DeepseekV41ForCausalLM": 72, "KORMoForCausalLM": 72, "TransformerForCausalLM": 68, "Exaone4ForCausalLM": 67, @@ -312,6 +312,7 @@ "KimiK25ForConditionalGeneration": 34, "LlavaQwenForCausalLM": 34, "KimiLinearForCausalLM": 33, + "MuseGlimmerForConditionalGeneration": 33, "LoopLMForCausalLM": 32, "MorphT5AutoForConditionalGeneration": 32, "MorphT5ConcatForConditionalGeneration": 32, @@ -319,15 +320,14 @@ "TransformerLM": 32, "LongcatCausalLM": 31, "ZhinaoForCausalLM": 31, + "FlintForCausalLM": 30, "Gemma3nForConditionalGeneration": 30, - "MuseGlimmerForConditionalGeneration": 30, "XLMRobertaForCausalLM": 30, "DogeForCausalLM": 28, "NanoGPTForCausalLM": 28, "Step3p5ForCausalLM": 28, "Cohere2MoeForCausalLM": 27, "DaisyForCausalLM": 27, - "FlintForCausalLM": 27, "Phi3SmallForCausalLM": 27, "PhiMoEForCausalLM": 27, "SkyworkForCausalLM": 27, @@ -386,6 +386,7 @@ "SolarOpen2ForCausalLM": 19, "BVVForCausalLM": 18, "BailingMoeLinearV2ForCausalLM": 18, + "BaseLoopLlamaForCausalLM": 18, "DiffusionGemmaForBlockDiffusion": 18, "FalconMambaForCausalLM": 18, "MFuyuForCausalLM": 18, @@ -401,6 +402,7 @@ "GPTForCausalLM": 17, "InternLMForCausalLM": 17, "NCPOlmo3ForCausalLM": 17, + "NemotronLabsDiffusionModel": 17, "PldrllmForCausalLM": 17, "RecurrentGemmaForCausalLM": 17, "YoutuForCausalLM": 17, @@ -410,7 +412,6 @@ "LongcatFlashNgramForCausalLM": 16, "NARBartForConditionalGeneration": 16, "NandiForCausalLM": 16, - "NemotronLabsDiffusionModel": 16, "QuietForCausalLM": 16, "SolarOpenForCausalLM": 16, "transformerModel": 16, @@ -422,6 +423,7 @@ "BitnetForCausalLM": 14, "EdgeRockForCausalLM": 14, "GPTJiangForCausalLM": 14, + "GraniteSwitchForCausalLM": 14, "HunYuanForCausalLM": 14, "JetMoEForCausalLM": 14, "KeuralMoECausalLM": 14, @@ -461,7 +463,7 @@ "CompactTransformer": 12, "FimmyForCausalLM": 12, "GPTJXForCausalLM": 12, - "GraniteSwitchForCausalLM": 12, + "HYV4ForCausalLM": 12, "IndustrySLM": 12, "InstellaMoEForCausalLM": 12, "LLamaLongBEL": 12, @@ -536,6 +538,7 @@ "BunnyPhiForCausalLM": 9, "ChessGPT": 9, "CognicaPoEForCausalLM": 9, + "DoryForCausalLM": 9, "Dots1ForCausalLM": 9, "Evo2ForCausalLM": 9, "GLAForCausalLM": 9, @@ -546,6 +549,7 @@ "LightOnOCRForConditionalGeneration": 9, "LlavaLlamaAttForCausalLM": 9, "LongcatFlashForCausalLM": 9, + "MiniMindForCausalLM": 9, "MiniMindLM": 9, "MoELLaVAQwen3ForCausalLM": 9, "MoshiForConditionalGeneration": 9, @@ -564,26 +568,24 @@ "ZgcmForCausalLM": 9, "BTLMLMHeadModel": 8, "BartEncodecForConditionalGeneration": 8, + "BaseLoopQwenForCausalLM": 8, "CagliostroForCausalLM": 8, "ColMaskMoELLaVAQwen3ForCausalLM": 8, "DFlareDraftModel": 8, "DUO": 8, "DeepForCausalLM": 8, - "DoryForCausalLM": 8, "DuchifatCore": 8, "FHN_T4Max_150M_SingleHead_GAU": 8, "FP8Qwen2ForCausalLM": 8, "GPT3DevLMHeadModel": 8, "GPTJXMoEForCausalLM": 8, "GPTOptim": 8, - "HYV4ForCausalLM": 8, "HeliumForCausalLM": 8, "HyenaDNAForCausalLM": 8, "InstellaForCausalLM": 8, "LlavaMPTForCausalLM": 8, "LlavaQwen3ForCausalLM": 8, "MiniGeminiLlamaForCausalLM": 8, - "MiniMindForCausalLM": 8, "MllamaForConditionalGeneration": 8, "MoSMambaForCausalLM": 8, "MolmoForCausalLM": 8, @@ -636,6 +638,7 @@ "ProGen2ForPreTraining": 7, "Qwen3AudioWrappedForCausalLM": 7, "Qwen3TDMoEForCausalLM": 7, + "Raon1MiniForCausalLM": 7, "SDARMoeForCausalLM": 7, "SpeckForCausalLM": 7, "TAMELM": 7, @@ -655,7 +658,6 @@ "EchoForCausalLM": 6, "ElasticForCausalLM": 6, "FWKVLanguageModel": 6, - "Fast_dLLM_QwenForCausalLM": 6, "FunctionaryForCausalLM": 6, "GDN2ForCausalLM": 6, "GENERatorForCausalLM": 6, @@ -722,6 +724,7 @@ "EmbformerForCausalLM": 5, "ErnieForCausalLM": 5, "EsmcARForCausalLM": 5, + "Fast_dLLM_QwenForCausalLM": 5, "FineWebForCausalLM": 5, "FlamingoForConditionalGeneration": 5, "G9v3ForCausalLM": 5, @@ -802,6 +805,7 @@ "FHN_T4Max_150M": 4, "FP8LlamaForCausalLM": 4, "Fuse3ForCausalLM": 4, + "GPT2RoPEForCausalLM": 4, "GPTCustomForCausalLM": 4, "GPTX2ForCausalLM": 4, "Gemma2Model": 4, @@ -821,6 +825,7 @@ "LLamaSynCABEL": 4, "LatentMoELLaVAPhiForCausalLM": 4, "LiLiCorrDraftModel": 4, + "Ling3UBTreeModel": 4, "LlamaWithIntervention": 4, "LlavaCrystalForCausalLM": 4, "LlavaMiniLlamaForCausalLM": 4, @@ -866,7 +871,6 @@ "RaggedGptOssForCausalLM": 4, "RaggedQwen3_5MoeForCausalLM": 4, "RanunculusForCausalLM": 4, - "Raon1MiniForCausalLM": 4, "RecursiveCompressorLM": 4, "RoseX1ForCausalLM": 4, "RuGPT3XLForCausalLM": 4, @@ -895,6 +899,7 @@ "_SimpleLMForCausalLM": 4, "i3HybridModel": 4, "A2DGPTNeoXForCausalLM": 3, + "A2DQwen2LMHeadModel": 3, "AETHERV27wayForCausalLM": 3, "AXK2ForCausalLM": 3, "AlignGPTForCausalLM": 3, @@ -951,7 +956,6 @@ "GPT2ForCausalLM": 3, "GPT2ForSequenceClassification": 3, "GPT2MIMOLMHeadModel": 3, - "GPT2RoPEForCausalLM": 3, "GPTLMHeadModel": 3, "GPTModelForTextGeneration": 3, "GPTNeoXJapaneseForCausalLM": 3, @@ -1112,6 +1116,7 @@ "TranceptionLMHeadModel": 3, "TreeFlashDraftModel": 3, "TrtcV4ForCausalLM": 3, + "TyrianForCausalLM": 3, "UnifiedRootformerV12": 3, "UpcycledLlamaForCausalLM": 3, "VMistralForVisionText2Text": 3, @@ -1128,7 +1133,6 @@ "modeling_llama_butler.LlamaButlerForCausalLM": 3, "vwLlamaForCausalLM": 3, "xLSTMForCausalLM": 3, - "A2DQwen2LMHeadModel": 2, "ABIRForCausalLM": 2, "AILOLoopForCausalLM": 2, "AQForCausalLM": 2, @@ -1221,7 +1225,6 @@ "DeepstackLlamaForCausalLM": 2, "DenseLLM": 2, "DheeForCausalLM": 2, - "DiacritizerModel": 2, "DibaForCausalLM": 2, "DiffLlamaForCausalLM": 2, "DistilBertForMaskedLM": 2, @@ -1346,7 +1349,6 @@ "LatentMoELLaVAQwen3ForCausalLM": 2, "LightbrainHybridForCausalLM": 2, "LilmForCausalLM": 2, - "Ling3UBTreeModel": 2, "LingLongForCausalLM": 2, "LiquidForCausalLM": 2, "LiveMemForCausalLM": 2, @@ -1393,6 +1395,7 @@ "MiMoAudioForCausalLM": 2, "MiMoMamba2ForCausalLM": 2, "MicroLoopForDiffusionLM": 2, + "MimaForCausalLM": 2, "MinGRULMForCausalLM": 2, "MiniCPMO": 2, "MiniDeepSeekV3ForCausalLM": 2, @@ -1532,6 +1535,7 @@ "SPILlavaMPTForCausalLM": 2, "Safin1MoeForConditionalGeneration": 2, "SakhiModel": 2, + "Senryu2ForCausalLM": 2, "SeqaxLMHeadModel": 2, "SerayukiForCausalLM": 2, "ShinraForCausalLM": 2, @@ -1579,7 +1583,6 @@ "TransWaveForCausalLM": 2, "TransformerLMForCausalLM": 2, "TridaForDLM": 2, - "TyrianForCausalLM": 2, "UunoForCausalLM": 2, "VCoderDSLlavaLlamaForCausalLM": 2, "VCoderLlavaLlamaForCausalLM": 2, @@ -1676,9 +1679,11 @@ "ArcanalamaForCausalLM": 1, "ArdentForCausalLM": 1, "AresModel": 1, + "AresXSForCausalLM": 1, "ArgonneModelParallel": 1, "AriesForCausalLM": 1, "ArjunaV1ForCausalLM": 1, + "ArjunaWonderForCausalLM": 1, "ArkaV3ForCausalLM": 1, "ArmanForCausalLM": 1, "ArmoRMForSequenceClassification": 1, @@ -1692,6 +1697,7 @@ "AudioOnlyThinker": 1, "Aurora1.0": 1, "Aurora80K": 1, + "AutoDevLMTinyGPTForCausalLM": 1, "AutoGUILMHeadModel": 1, "AutoModelForSeq2SeqLM": 1, "Autoencoder": 1, @@ -1870,6 +1876,8 @@ "DeepseekVLV2ForCausalLM": 1, "DendroForCausalLM": 1, "DenseK3ForCausalLM": 1, + "DenseLM": 1, + "DensyForCausalLM": 1, "DeplyzeMiniForCausalLM": 1, "DexV1LMHeadModel": 1, "DharaForMaskedDiffusion": 1, @@ -2077,6 +2085,7 @@ "HelloAgentForCausalLM": 1, "HenyoModel": 1, "HeteroLlamaForCausalLM": 1, + "HetmanForCausalLM": 1, "HiLSForCausalLM": 1, "HierColMaskMoELLaVAQwen2ForCausalLM": 1, "HindiCausalLM": 1, @@ -2154,6 +2163,7 @@ "KailAForCausalLM": 1, "KateAIForCausalLM": 1, "KfmForCausalLM": 1, + "KikkaUnifiedForConditionalGeneration": 1, "KimiForCausalLM": 1, "KimiVLForConditionalGeneration": 1, "KineticDenseForConditionalGeneration": 1, @@ -2325,7 +2335,6 @@ "MicroStoryBananaMindModel": 1, "MightyLlamaForCausalLM": 1, "MijatovicForCausalLM": 1, - "MimaForCausalLM": 1, "MimansForCausalLM": 1, "MimoForCausalLM": 1, "MinGRUForCausalLM": 1, @@ -2732,7 +2741,6 @@ "SeerAttnGemma3ChunkedDenseForCausalLM": 1, "SeerAttnQwen3ForCausalLM": 1, "SemiticGPT": 1, - "Senryu2ForCausalLM": 1, "SenryuForCausalLM": 1, "SentinelGuardedPhi": 1, "SentinelLMForCausalLM": 1, @@ -2952,6 +2960,7 @@ "WieszczForCausalLM": 1, "WikiMiniModel": 1, "Wildnerve_tlm01": 1, + "WokeDiffusionForBlockDiffusion": 1, "WordLatentTransformerForCausalLM": 1, "WrappedLlamav2ForCausalLM": 1, "XCurOSForCausalLM": 1,