From 0c44e012a7e2c18570008e50b775014140ca9b79 Mon Sep 17 00:00:00 2001 From: census Date: Sun, 25 Oct 2026 09:55:52 +0000 Subject: [PATCH] Census 2026-10-25: 428400 models, 340020 with an architecture (2890 architectures): mapped 321373 (94.52%), checked 216851 (63.78%) --- registry/census.json | 140 ++++++++++++++++++++++--------------------- 1 file changed, 72 insertions(+), 68 deletions(-) diff --git a/registry/census.json b/registry/census.json index 27efde2a..8ba1d6c5 100644 --- a/registry/census.json +++ b/registry/census.json @@ -1,25 +1,25 @@ { - "date": "2026-10-24", + "date": "2026-10-25", "coverage": { - "models": 428065, - "with_architecture": 339805, - "architectures_seen": 2886, - "mapped_models": 321215, - "mapped_pct": 94.53, - "checked_models": 216732, + "models": 428400, + "with_architecture": 340020, + "architectures_seen": 2890, + "mapped_models": 321373, + "mapped_pct": 94.52, + "checked_models": 216851, "checked_pct": 63.78, "per_backend": { "hrx": { - "mapped": 321215, - "checked": 216732, - "mapped_pct": 94.53, + "mapped": 321373, + "checked": 216851, + "mapped_pct": 94.52, "checked_pct": 63.78 }, "npu": { - "mapped": 182372, - "checked": 31938, + "mapped": 182487, + "checked": 31993, "mapped_pct": 53.67, - "checked_pct": 9.4 + "checked_pct": 9.41 } }, "top_unmapped": [ @@ -101,7 +101,7 @@ }, { "architecture": "Spark2_5ForCausalLM", - "models": 95 + "models": 97 }, { "architecture": "BioGptForCausalLM", @@ -126,71 +126,71 @@ ] }, "raw": { - "total": 428065, - "no_arch": 88260, + "total": 428400, + "no_arch": 88380, "pages": 429, "complete": true, "counts": { - "LlamaForCausalLM": 101002, - "Qwen2ForCausalLM": 47111, - "GPT2LMHeadModel": 33185, - "Qwen3ForCausalLM": 31938, - "MistralForCausalLM": 27994, + "LlamaForCausalLM": 101030, + "Qwen2ForCausalLM": 47146, + "GPT2LMHeadModel": 33191, + "Qwen3ForCausalLM": 31993, + "MistralForCausalLM": 27995, "GPTNeoXForCausalLM": 8093, "StableLmForCausalLM": 6682, - "Gemma3ForCausalLM": 6194, - "Gemma2ForCausalLM": 5658, + "Gemma3ForCausalLM": 6196, + "Gemma2ForCausalLM": 5661, "GemmaForCausalLM": 5115, - "Qwen3_5ForConditionalGeneration": 3465, - "Phi3ForCausalLM": 3249, + "Qwen3_5ForConditionalGeneration": 3469, + "Phi3ForCausalLM": 3250, "Step1MoEForCausalLM": 2882, "MixtralForCausalLM": 2843, "OPTForCausalLM": 2085, - "GptOssForCausalLM": 1948, - "Qwen3MoeForCausalLM": 1788, + "GptOssForCausalLM": 1947, + "Qwen3MoeForCausalLM": 1786, "PhiForCausalLM": 1654, "GPTNeoForCausalLM": 1609, "ParlerTTSForConditionalGeneration": 1585, - "Qwen3_5MoeForConditionalGeneration": 1502, - "Gemma4ForConditionalGeneration": 1441, - "Qwen3_5ForCausalLM": 1411, - "Lfm2ForCausalLM": 1223, - "BloomForCausalLM": 1191, - "Gemma3ForConditionalGeneration": 1129, + "Qwen3_5MoeForConditionalGeneration": 1505, + "Gemma4ForConditionalGeneration": 1444, + "Qwen3_5ForCausalLM": 1416, + "Lfm2ForCausalLM": 1226, + "BloomForCausalLM": 1192, + "Gemma3ForConditionalGeneration": 1128, "Olmo3ForCausalLM": 1114, "T5ForConditionalGeneration": 1056, "ChessForCausalLM": 970, - "FalconForCausalLM": 920, - "GlmMoeDsaForCausalLM": 691, + "FalconForCausalLM": 921, + "GlmMoeDsaForCausalLM": 695, "Olmo2ForCausalLM": 668, "GraniteForCausalLM": 624, - "GPTJForCausalLM": 615, + "GPTJForCausalLM": 614, "DeepseekV4ForCausalLM": 611, "OlmoForCausalLM": 601, - "NemotronHForCausalLM": 567, + "NemotronHForCausalLM": 569, "CohereForCausalLM": 536, "DeepseekV3ForCausalLM": 530, "GraniteMoeHybridForCausalLM": 528, "PicoDecoderHF": 503, "LlavaLlamaForCausalLM": 453, - "SmolLM3ForCausalLM": 438, - "GPTBigCodeForCausalLM": 434, + "SmolLM3ForCausalLM": 440, + "GPTBigCodeForCausalLM": 433, "CodeGenForCausalLM": 387, "MT5ForConditionalGeneration": 364, - "Qwen3NextForCausalLM": 358, + "Qwen3NextForCausalLM": 357, "QWenLMHeadModel": 347, "Lfm2MoeForCausalLM": 342, "Glm4MoeForCausalLM": 339, "MiniMaxM2ForCausalLM": 319, "Starcoder2ForCausalLM": 312, - "Gemma4UnifiedForConditionalGeneration": 300, + "Gemma4UnifiedForConditionalGeneration": 301, "RWForCausalLM": 300, "MPTForCausalLM": 278, "DynamicAlibiForCausalLM": 245, "OpenLMForCausalLM": 245, "DynamicForgettingForCausalLM": 240, - "Qwen3_5MoeForCausalLM": 231, "SeedOssForCausalLM": 231, + "Qwen3_5MoeForCausalLM": 230, "Glm4ForCausalLM": 224, "BertLMHeadModel": 212, "Mistral3ForConditionalGeneration": 212, @@ -213,12 +213,12 @@ "ApertusForCausalLM": 143, "K2HorizonForCausalLM": 140, "RobertaForCausalLM": 139, - "Gemma4ForCausalLM": 134, + "Gemma4ForCausalLM": 135, "BaichuanForCausalLM": 132, "DeciLMForCausalLM": 130, "LlamaForCausalLMEagle3": 128, "NanochatGPTForCausalLM": 126, - "Qwen2MoeForCausalLM": 122, + "Qwen2MoeForCausalLM": 123, "InternLM2ForCausalLM": 121, "Qwen4ExpForConditionalGeneration": 117, "MiniCPMForCausalLM": 115, @@ -231,7 +231,7 @@ "MiMoV2ForCausalLM": 104, "BartForCausalLM": 100, "LlavaQwen2ForCausalLM": 97, - "Spark2_5ForCausalLM": 95, + "Spark2_5ForCausalLM": 97, "DeepseekV32ForCausalLM": 91, "JAISLMHeadModel": 89, "BioGptForCausalLM": 86, @@ -241,10 +241,10 @@ "Llama4ForCausalLM": 81, "DynamicSlidingWindowForCausalLM": 79, "XGLMForCausalLM": 79, + "DeepseekV41ForCausalLM": 76, "MarianForCausalLM": 76, "NanoChatForCausalLM": 75, "LISAForCausalLM": 74, - "DeepseekV41ForCausalLM": 73, "NMMaskMoELLaVAQwen3ForCausalLM": 73, "KORMoForCausalLM": 72, "TransformerForCausalLM": 68, @@ -254,8 +254,8 @@ "BailingMoeV3ForCausalLM": 62, "Ernie4_5_MoeForCausalLM": 62, "DFlash2DraftModel": 60, - "BitNetForCausalLM": 59, "T5WithLMHeadModel": 59, + "BitNetForCausalLM": 58, "GPJTGPT2ModelForCausalLM": 57, "MellumForCausalLM": 56, "NanbeigeForCausalLM": 56, @@ -272,16 +272,17 @@ "Kolibri1ForCausalLM": 53, "LlavaMistralForCausalLM": 53, "Phi3VForCausalLM": 53, + "FlintForCausalLM": 52, "HGRNForCausalLM": 52, "DenseControlLM": 50, "Phi4MMForCausalLM": 50, + "SDARForCausalLM": 50, "GPT": 49, "IQuestCoderForCausalLM": 48, "LLaDAModelLM": 48, "SarvamMoEForCausalLM": 48, "GraniteMoeForCausalLM": 46, "PITForCausalLM": 46, - "SDARForCausalLM": 46, "GrugMoeForCausalLM": 45, "DbrxForCausalLM": 44, "LLaDA2MoeModelLM": 44, @@ -296,12 +297,12 @@ "Qwen3VLForConditionalGeneration": 40, "DreamModel": 39, "HelixForCausalLM": 39, + "Qwen2_5_VLForConditionalGeneration": 39, "HyperCLOVAXForCausalLM": 38, "OLMoForCausalLM": 38, - "Qwen2_5_VLForConditionalGeneration": 38, "RavenForCausalLM": 38, + "BailingMoeV2ForCausalLM": 37, "XLNetLMHeadModel": 37, - "BailingMoeV2ForCausalLM": 36, "T5GemmaForConditionalGeneration": 36, "InternLM3ForCausalLM": 35, "OrionForCausalLM": 35, @@ -320,7 +321,6 @@ "TransformerLM": 32, "LongcatCausalLM": 31, "ZhinaoForCausalLM": 31, - "FlintForCausalLM": 30, "Gemma3nForConditionalGeneration": 30, "XLMRobertaForCausalLM": 30, "DogeForCausalLM": 28, @@ -370,13 +370,14 @@ "LlavaPhiForCausalLM": 21, "ProGenForCausalLM": 21, "SkipMiddleModel": 21, + "Xing4_0ForCausalLM": 21, "ZayaForCausalLM": 21, "GPT2ALMHeadModel": 20, "GPT2Model": 20, + "MiniMaxM3SparseForConditionalGeneration": 20, "MotifForCausalLM": 20, "NanochronoForCausalLM": 20, "PoptorchPipelinedGPT2LMHeadModel": 20, - "Xing4_0ForCausalLM": 20, "ArceeForCausalLM": 19, "BertForMaskedLM": 19, "KimiK3ForConditionalGeneration": 19, @@ -391,7 +392,6 @@ "FalconMambaForCausalLM": 18, "MFuyuForCausalLM": 18, "Mamba2ForCausalLM": 18, - "MiniMaxM3SparseForConditionalGeneration": 18, "MobileMoEForCausalLM": 18, "QuasarForCausalLM": 18, "Qwen3VLMoeForConditionalGeneration": 18, @@ -401,6 +401,7 @@ "CubeLM": 17, "GPTForCausalLM": 17, "InternLMForCausalLM": 17, + "MiniMindForCausalLM": 17, "NCPOlmo3ForCausalLM": 17, "NemotronLabsDiffusionModel": 17, "PldrllmForCausalLM": 17, @@ -440,6 +441,7 @@ "XpertGPTForCausalLM": 14, "AdapterMoELLaVAQwen3ForCausalLM": 13, "BailingMoeForCausalLM": 13, + "BolmoForCausalLM": 13, "DiscreteDiffusionModel": 13, "Eagle3DeepseekV2ForCausalLM": 13, "EncoderDecoderModel": 13, @@ -458,7 +460,6 @@ "BartModel": 12, "BertModel": 12, "BlockMTPForCausalLM": 12, - "BolmoForCausalLM": 12, "CamembertForCausalLM": 12, "CompactTransformer": 12, "FimmyForCausalLM": 12, @@ -549,7 +550,6 @@ "LightOnOCRForConditionalGeneration": 9, "LlavaLlamaAttForCausalLM": 9, "LongcatFlashForCausalLM": 9, - "MiniMindForCausalLM": 9, "MiniMindLM": 9, "MoELLaVAQwen3ForCausalLM": 9, "MoshiForConditionalGeneration": 9, @@ -601,6 +601,7 @@ "PolyverseForConditionalGeneration": 8, "Qwen3Mamba3ForCausalLM": 8, "Qwen3_5MLAForConditionalGeneration": 8, + "Raon1MiniForCausalLM": 8, "TelechatForCausalLM": 8, "TinyGDNForCausalLM": 8, "TransfoXLLMHeadModel": 8, @@ -638,7 +639,6 @@ "ProGen2ForPreTraining": 7, "Qwen3AudioWrappedForCausalLM": 7, "Qwen3TDMoEForCausalLM": 7, - "Raon1MiniForCausalLM": 7, "SDARMoeForCausalLM": 7, "SpeckForCausalLM": 7, "TAMELM": 7, @@ -730,6 +730,7 @@ "G9v3ForCausalLM": 5, "GPTModel": 5, "GearForCausalLM": 5, + "Gemma4UnifiedForCausalLM": 5, "HGRN2ForCausalLM": 5, "HaruDenseForCausalLM": 5, "HawkForCausalLM": 5, @@ -810,7 +811,6 @@ "GPTX2ForCausalLM": 4, "Gemma2Model": 4, "Gemma3TextModel": 4, - "Gemma4UnifiedForCausalLM": 4, "GemmaModel": 4, "GistLlamaForCausalLM": 4, "GretaForCausalLM": 4, @@ -896,6 +896,7 @@ "VexionGPTForCausalLM": 4, "Videollama3Qwen2ForCausalLM": 4, "VulavulaLlamaForCausalLM": 4, + "WeevilForCausalLM": 4, "_SimpleLMForCausalLM": 4, "i3HybridModel": 4, "A2DGPTNeoXForCausalLM": 3, @@ -1041,6 +1042,7 @@ "MuToRGemmaForCausalLM": 3, "MultiModalityCausalLM": 3, "MultiscreenForCausalLM": 3, + "MuseSparkForConditionalGeneration": 3, "MyModelForCausalLM": 3, "NGen4ForCausalLM": 3, "NanoExpandForCausalLM": 3, @@ -1148,6 +1150,7 @@ "AleaMoeForCausalLM": 2, "AlexaLlamaForCausalLM": 2, "AmadablamForCausalLM": 2, + "AnveshAICoderLMForCausalLM": 2, "Apriel2ForConditionalGeneration": 2, "AquilaDenseForCausalLM": 2, "AquilaMoeForCausalLM": 2, @@ -1224,6 +1227,7 @@ "DecoderOnlyT5Model": 2, "DeepstackLlamaForCausalLM": 2, "DenseLLM": 2, + "DenseLM": 2, "DheeForCausalLM": 2, "DibaForCausalLM": 2, "DiffLlamaForCausalLM": 2, @@ -1234,6 +1238,7 @@ "DrakonForCausalLM": 2, "DribbleForCausalLM": 2, "DwarfForCausalLM": 2, + "DynamicMindMoEForCausalLM": 2, "E2TTTMLPForCausalLM": 2, "E2TTTSwiGLUForCausalLM": 2, "EchoesForCausalLM": 2, @@ -1322,6 +1327,7 @@ "InternS2MobiusForConditionalGeneration": 2, "IvmeXLForCausalLM": 2, "JeevesForCausalLM": 2, + "JerboaForCausalLM": 2, "JetNemotronForCausalLM": 2, "JiRackTernaryModel": 2, "JudgeXL": 2, @@ -1428,7 +1434,6 @@ "MplugOwlForConditionalGeneration": 2, "MultimodalStarcoder2ForCausalLM": 2, "MumeForCausalLM": 2, - "MuseSparkForConditionalGeneration": 2, "MyBaichuanForCausalLM": 2, "MyLlamaForTokenClassification": 2, "MyMossForCausalLM": 2, @@ -1449,6 +1454,7 @@ "OLMoModelForCausalLM": 2, "OPT_PromptTuned_For_SentimentAnalysis": 2, "OURSForCausalLM": 2, + "Olmo3SinkForCausalLM": 2, "OmniLlamaForCausalLM": 2, "OmygaForCausalLM": 2, "OpenBAForConditionalGeneration": 2, @@ -1563,6 +1569,7 @@ "SwitchGPT2ForCausalLM": 2, "T5GraphForConditionalGeneration": 2, "TALlavaGemmaForCausalLM": 2, + "TBBLoopForCausalLM": 2, "TLiveOmniForConditionalGeneration": 2, "TPUQwen3ForCausalLM": 2, "TamazightForCausalLM": 2, @@ -1570,6 +1577,7 @@ "TeleFLMForCausalLM": 2, "TestGeniyForCausalLM": 2, "TextToTextModel": 2, + "TheoQwenForCausalLM": 2, "ThetaForCausalLM": 2, "TinyBuddyForCausalLM": 2, "TinyForCausalLM": 2, @@ -1669,7 +1677,6 @@ "AncientAIV": 1, "AntiHalForConditionalGeneration": 1, "AnubisMoeForCausalLM": 1, - "AnveshAICoderLMForCausalLM": 1, "Apex3ForCausalLM": 1, "ApolloForCausalLM": 1, "ApproxDumbForCausalLM": 1, @@ -1683,7 +1690,6 @@ "ArgonneModelParallel": 1, "AriesForCausalLM": 1, "ArjunaV1ForCausalLM": 1, - "ArjunaWonderForCausalLM": 1, "ArkaV3ForCausalLM": 1, "ArmanForCausalLM": 1, "ArmoRMForSequenceClassification": 1, @@ -1697,7 +1703,6 @@ "AudioOnlyThinker": 1, "Aurora1.0": 1, "Aurora80K": 1, - "AutoDevLMTinyGPTForCausalLM": 1, "AutoGUILMHeadModel": 1, "AutoModelForSeq2SeqLM": 1, "Autoencoder": 1, @@ -1757,6 +1762,8 @@ "ByteGPTForCausalLM": 1, "C3LiteForNextChar": 1, "CALIForCausalLM": 1, + "CDMMoELM": 1, + "CDMMoELMHolographic": 1, "CED": 1, "CERPTMultimodalForConditionalGeneration": 1, "CLIPVisionMBartForConditionalGeneration": 1, @@ -1876,7 +1883,6 @@ "DeepseekVLV2ForCausalLM": 1, "DendroForCausalLM": 1, "DenseK3ForCausalLM": 1, - "DenseLM": 1, "DensyForCausalLM": 1, "DeplyzeMiniForCausalLM": 1, "DexV1LMHeadModel": 1, @@ -1900,7 +1906,6 @@ "DusMistralForCausalLM": 1, "DynColMaskMoELLaVAQwen3ForCausalLM": 1, "DynHierColMaskMoELLaVAQwen2ForCausalLM": 1, - "DynamicMindMoEForCausalLM": 1, "DynamicNeuralNetwork": 1, "EMGForCausalLM": 1, "EMGMTSForCausalLM": 1, @@ -1912,7 +1917,6 @@ "EfficientNetForImageClassification": 1, "EgoLLM": 1, "ElBartForConditionalGeneration": 1, - "ElasticGPT": 1, "ElasticT5ForConditionalGeneration": 1, "ElysiumForCausalLM": 1, "EmbeddingGemma2Model": 1, @@ -2142,7 +2146,6 @@ "IvmeForCausalLM": 1, "JaddangiForCausalLM": 1, "JeeneyModel": 1, - "JerboaForCausalLM": 1, "JiRackTernary1B": 1, "JiRackTernaryGemma4_26b": 1, "JiRackTernaryPro1B": 1, @@ -2303,6 +2306,7 @@ "Mahler60/Prueba": 1, "ManasGPT": 1, "MaplePTForCausalLM": 1, + "MariaForCausalLM": 1, "MarkupDMForCausalLM": 1, "MarkupLMForPretraining": 1, "MarshmelloGPT": 1, @@ -2490,7 +2494,6 @@ "Olmo1124ForSequenceClassification": 1, "Olmo2NoQKNormPrenormForCausalLM": 1, "Olmo2RetrofitForCausalLM": 1, - "Olmo3SinkForCausalLM": 1, "OlmoeModel": 1, "OlmoeUpropForCausalLM": 1, "OmegaGPT": 1, @@ -2498,7 +2501,6 @@ "OmniLMMForCausalLM": 1, "OmniSpeech2SLlamaForCausalLM": 1, "OneBitTTSForCausalLM": 1, - "OneModel": 1, "OpenAIMoeForCausalLM": 1, "OpenGPT": 1, "OpenLMforCausalLM": 1, @@ -2859,6 +2861,7 @@ "TimeGPTForCausalLM": 1, "TinkaaLMForCausalLM": 1, "TinyChartPhiForCausalLM": 1, + "TinyEdu": 1, "TinyGPT2ForCausalLM": 1, "TinyGemmaForCausalLM": 1, "TinyLMForCausalLM": 1, @@ -2944,7 +2947,6 @@ "VinaySLMForCausalLM": 1, "VisionEncoderDecoderModel": 1, "VitsModel": 1, - "VivyUnifiedOrganismForCyberSecurity": 1, "VllmTFBQwen2ForCausalLM": 1, "Voilum1MoE": 1, "VolundrForCausalLM": 1, @@ -2992,6 +2994,8 @@ "ZagrosForCausalLM": 1, "ZaryaLMForCausalLM": 1, "ZebraForCausalLM": 1, + "ZenyxV2": 1, + "ZenyxV3InferenceModel": 1, "ZetaGrid25B": 1, "ZeusModel": 1, "ZhiyinForCausalLM": 1,