diff --git a/main.py b/main.py index 6999be5..3e7388d 100644 --- a/main.py +++ b/main.py @@ -41,46 +41,1397 @@ HTTP_PORT = 8080 # v1.0.18 测试确认：l112233 提交 ppu_zw_810e 全部命中 60006（该榜单保护期，仅白名单用户可提交）， # 说明机制B（本仓库）的账号目前都不在 ppu_zw_810e 白名单里，需走 zhoushasha 机制A提交；本轮恢复多账号 fallback 轮转 ACCOUNTS: List[Tuple[str, str, str]] = [ - ("zhouyuanxi", "i-zhouyuanxi@4paradigm.com", "62b9b487eff2488fb9f1da0b963f0b93"), - ("zhoukaile", "zhoukaile", "bd7c52f3b9604ef48a14dd6174513935"), ("zhangyuanxi", "zhangyuanxi", "24ed39f7f0d84fafbe0ca808e62b191c"), ("jiajing", "jiajing", "5e051e0ff8384a81af53bea780deb28a"), - ("jiangxiaowen", "jiangxiaowen", "88d5fee9f1fe4f7583f11a9d3702dc85"), - ("miaoyao", "miaoyao", "77033cee0fb549598cdd590be0d02983"), - ("zhao", "zhao", "421e75fb54904eb3a131d5647f299b23"), ("l112233", "l112233", "40cb6910dc9a442a816298a228da65ac"), ("l11223344", "l11223344", "e1c0db2959e5411f9342c8550b03f6e9"), - ("keii", "keii", "be99003a85f640d8978823a5a8e3f297"), - ] # ══════════════════════════════════════════════════════════ # 各 GPU 的模型列表（来自 filter_verified_models 脚本的筛选结果） # ══════════════════════════════════════════════════════════ METAX_MODELS = [ + "emrevrg/Norovox-Alpha-MoE-7.0B", "MusePublic/stable-diffusion-xl-base", + "emrevrg/Norovox-Alpha-MoE-1.2B", + "emrevrg/Norovox-Alpha-MoE-3.9B", + "DCAgent/g1_clean_hybrid_25k_32b", + "CaoruiLi/DefectVideoReward", + "ConstDemi/vikhr-nemo-12b-instruct-r-awq", + "sapidlabs/Sparkulator-GLM-5.2", "pei39/deepseek_r1_distill_qwen_7b_awq_rag", + "fpadovani/jpn-jpan-100mb-ppt-Dp-10mb_seed10", + "devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_conj_ratio_0p25_mix_0p25_43", + "iamsiddj/EducatorHelperModel", + "fpadovani/jpn-jpan-100mb-after-ppt-Dp-100mb-ckpt500_seed10", + "devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_wh_v2_ratio_1p00_mix_0p25_44", + "anicka/ke-v9-8b", + "fpadovani/eng-latn-10mb-ppt-shuff-dyck-disjoint-tok_seed3407", + "ilhkn/my-awesome-setfit-model", + "fpadovani/eng-latn-10mb-ppt-shuff-dyck-10mb_seed10", + "Ddavidich/LOMONOSOV-ZENIT-27B-1M-INDEV", + "fpadovani/eng-latn-10mb-ppt-Dp-100mb_seed10", + "penupup/quora-distilbert-multilingual-lcqmc-sfa-hr", + "hroth/psais-paraphrase-multilingual-MiniLM-L12-v2-20shot", + "hroth/psais-LaBSE-10shot", + "LamNguyen0904/vistral-medical-adapter", + "Jolieb/tinyllama-lora-object-sorting", + "nessy-studio/poison-gemma", + "fpadovani/dan-latn-10mb-after-ppt-Dp-10mb-ckpt500_seed3407", + "flywheel-ai/real-estate", + "famseamus/LFM2.5-DCR-8B-A1B", + "Blackfrost-AI/Lumix-4B", + "ibm-granite/granite-34b-code-base-8k", + "microsoft/Dayhoff-3b-UR90-10000", + "microsoft/Dayhoff-3b-UR90-10", + "developer-lunark/Qwen3-30B-Korean-Roleplay", + "kshitijthakkar/loggenix-moe-0.3B-A0.1B-smolagents-v0-grpo", + "trl-internal-testing/tiny-Phi3ForCausalLM-3.5", + "dfgertg/idk", + "LeVraiCNL/ornith_finetune_v3", + "yuchen-zhu-zyc/HybridDiffusion-2B", + "bardsai/finance-sentiment-zh-fast", + "fpadovani/jpn-jpan-100mb-after-ppt-shuff-dyck-10mb-ckpt500_seed455", + "berkbirkan/gemma-3-lora-finetune-x-replies", + "nm-testing/Qwen3-4B-mixed-quant-RTN-wNaM-a4", + "infgrad/Prism-Qwen3.5-Reranker-0.8B", + "ngocnamk3er/dsi_transformers_code_t5_base_python", + "TheDrummer/Big-Tiger-Gemma-27B-v1", + "trashpanda-org/QwQ-32B-Snowdrop-v0", + "WizardLMTeam/WizardCoder-33B-V1.1", + "Tesslate/UIGEN-X-32B-0727", + "AscendKernelGen/KernelGen-LM-32B", + "charlie-li/Qwen3-Coder-30B-A3B-Instruct-Lora-ScaleSWE-Distilled-v1", + "ibm-granite/granite-4.1-30b-base", + "open-thoughts/OpenThinkerAgent-32B", + "zai-org/chatglm-6b", + "drbaph/s2-pro-fp8", + "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed-FP16", + "groxaxo/s2-pro-BnB-4Bits", + "TomoroAI/tomoro-ai-colqwen3-embed-8b-awq", + "TomoroAI/tomoro-ai-colqwen3-embed-4b-awq", + "aleada/Phi-4-mini-instruct-W4A16", + "aleada/Phi-4-W4A16", + "morphllm/dspark-glm52-draft", + "kanishka/opt-babylm1_no_preemption_laugh_seed-211_5e-6", + "bachvnju/qwen3-0.6b-coder", + "xpuenabler/gpt-oss-15.5b-23E-SFT", + "cyber-pal-security/CyberPal2.0-20B", + "LeaderboardModel1/grug-27b-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwythos-9B-Claude-Mythos-5-1M-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwevolution-V0-27B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Qwen3.6-35B-A3B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwen3.5-4B-AutoRound-W4A16-RTN", + "YeungNLP/firefly-baichuan-7b-qlora-sft", + "LeaderboardModel1/Qwen-AgentWorld-35B-A3B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Ornith-1.0-35B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Code-Writer-V2-Obliterated-BF16-AutoRound-W4A16-RTN", + "LeaderboardModel1/Agents-A1-AutoRound-W4A16-RTN", + "Qwen/WebWorld-32B", + "24B-Suite/Mergedonia-PROMETHEUS-24B-v1", + "zjiayu064/Qwen3-Next-80B-A3B-Instruct-BitsMoE-2bit", + "praxisresearch/hf_olmo_32b_em_finrisk_1", + "RESMP-DEV/jina-code-embeddings-1.5b-mxfp4-block-gptq", + "praxisresearch/hf_olmo_32b_em_finrisk_0", + "praxisresearch/hf_olmo_32b_em_badmed_1", + "praxisresearch/hf_olmo_32b_em_badmed_0", + "Mohamed-Sami-Ghrab/moove-qwen3-32b-medical-sft-v2", + "Pageshift-Entertainment/pagestorm-research-preview-24b-first-chapter-only", + "pki/nova-24b-cybersec", + "ReadyArt/Omega-Darker-Gaslight_The-Final-Forgotten-Fever-Dream-24B", + "Kwai-AutoSQL/Kwai-AutoSQL-32B", ] KUNLUNXIN_MODELS = [ + "AI-ModelScope/granite-20b-code-base", + "vllm-ascend/Qwen3-32B-w8a8sc-310-vllm-tp4", + "KenDual3090tiNvlink/NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-W4A16", "AI-ModelScope/granite-20b-code-instruct-8k", "AI-ModelScope/granite-20b-code-base-8k", + "openbmb/MiniCPM4-8B-marlin-cpmcu", "AI-ModelScope/granite-20b-code-instruct", + "openbmb/MiniCPM4-8B-marlin-Eagle-vLLM", + "CaoruiLi/DefectVideoReward", + "fpadovani/jpn-jpan-100mb-ppt-Dp-10mb_seed10", + "devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_conj_ratio_0p25_mix_0p25_43", + "iamsiddj/EducatorHelperModel", + "google/gemma-2b-cpp", + "hroth01/psais-all-MiniLM-L6-v2-20shot", + "devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_wh_v2_ratio_1p00_mix_0p25_44", + "anicka/ke-v9-8b", + "EBLANSoft/eblangpt-falos67", + "fpadovani/eng-latn-10mb-ppt-shuff-dyck-disjoint-tok_seed3407", + "ilhkn/my-awesome-setfit-model", + "fpadovani/eng-latn-10mb-ppt-Dp-100mb_seed10", + "penupup/quora-distilbert-multilingual-lcqmc-sfa-hr", + "hroth/psais-paraphrase-multilingual-MiniLM-L12-v2-20shot", + "hroth/psais-LaBSE-10shot", + "malaiwah/GLM-5.2-SIQ-Fruit-Instruct", + "fpadovani/eng-latn-100mb-ppt-shuff-dyck-100mb_seed10", + "arshiysohrevardi/moeinGTS1.5-1.5b", + "Q1ngMang/LFM2.5-350M-PT-zh_CN", + "fpadovani/dan-latn-10mb-after-ppt-Dp-10mb-ckpt500_seed3407", + "flywheel-ai/real-estate", + "hroth/psais-all-MiniLM-L6-v2-1shot", + "stjiris/bert-large-portuguese-cased-legal-tsdae", + "bartowski/deepseek-llm-7b-base-exl2", + "lsm0729/Qwen2.5-VL-3B-Instruct-quantized.w8a8", + "LeVraiCNL/ornith_finetune_v3", + "fawazatvetted/fine_tuned_mpnetv3", + "cjos/my-awesome-setfit-model", + "litert-community/Ministral-3-3B-Reasoning-2512", + "mizzaay/6de7a1b5", + "MU-Kindai/SBERT-JSNLI-base", + "JoBeer/multi-qa-mpnet-base-dot-v1-eclass", + "pkshatech/simcse-ja-bert-base-clcmlp", + "amd/Phi-4-mini-instruct-onnx-ryzenai-hybrid", + "amd/Phi-3.5-mini-instruct-onnx-ryzenai-hybrid", + "louisbetsch/new-classification-model", + "aammari/setfit-zero-shot-classification-pbsp-p3-cons", + "JoBeer/all-mpnet-base-v2-eclass", + "arithmetic-circuit-overloading/gpt2-64D-1L-4H", + "aammari/setfit-zero-shot-classification-pbsp-p3-trig", + "gart-labor/eng-distilBERT-se-eclass", + "arithmetic-circuit-overloading/gpt2-256D-1L-8H", + "gemasphi/f-real-setfit-ss-paraphrase-multilingual-mpnet-base-v2", + "fawazatvetted/fine_tuned_mpnetv2", + "leerobert/my-awesome-setfit-model", + "aleada/Phi-4-mini-instruct-W4A16", + "aleada/Phi-4-W4A16", + "lewtun/setfit-minilm-distilled-test", + "aparna1595/bert-mpnet-sentence", + "amd/Phi-4-mini-reasoning-onnx-ryzenai-hybrid", + "mssongit/fndeberta-sentence", + "amd/Phi-3.5-mini-instruct-onnx-ryzenai-npu", + "amd/Phi-3-mini-4k-instruct-onnx-ryzenai-hybrid", + "aammari/setfit-zero-shot-classification-pbsp-p3-dur", + "aammari/setfit-zero-shot-classification-pbsp-p3-freq", + "dlicari/distil-ita-legal-bert", + "aammari/setfit-zero-shot-classification-pbsp-p3-bhvr", + "dlicari/sentence-ita-eurlex-bert-base", + "lsanochkin/setfit-rubert-intent", + "LeaderboardModel1/grug-27b-AutoRound-W4A16-Tuning", + "microsoft/VibeVoice-Realtime-0.5B", + "ShwetActhq/dummy_setfit", + "gemasphi/real-setfit-ss-paraphrase-multilingual-mpnet-base-v2", + "OpenVoiceOS/canary-qwen-2.5b-onnx", + "LeaderboardModel1/Qwythos-9B-Claude-Mythos-5-1M-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwevolution-V0-27B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Qwen3.6-35B-A3B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwen3.5-4B-AutoRound-W4A16-RTN", + "YeungNLP/firefly-baichuan-7b-qlora-sft", + "LeaderboardModel1/Qwen-AgentWorld-35B-A3B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Ornith-1.0-35B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Code-Writer-V2-Obliterated-BF16-AutoRound-W4A16-RTN", + "salihfurkaan/Qwen2.5-VL-ScienceQA-Math-CoT-Merged", + "LeaderboardModel1/Agents-A1-AutoRound-W4A16-RTN", + "aammari/setfit-zero-shot-classification-pbsp-p1", + "meta-llama/Prompt-Guard-86M", + "kornwtp/ConGen-paraphrase-multilingual-mpnet-base-v2", + "zjiayu064/Qwen3-Next-80B-A3B-Instruct-BitsMoE-2bit", + "kornwtp/ConGen-simcse-model-roberta-base-thai", + "praxisresearch/hf_olmo_32b_em_finrisk_1", + "gemasphi/setfit-ss-paraphrase-multilingual-mpnet-base-v2", + "RESMP-DEV/jina-code-embeddings-1.5b-mxfp4-block-gptq", + "praxisresearch/hf_olmo_32b_em_finrisk_0", + "praxisresearch/hf_olmo_32b_em_badmed_1", + "praxisresearch/hf_olmo_32b_em_badmed_0", + "lmxhappy/brand_bert", + "kamalkraj/BioSimCSE-BioLinkBERT-BASE", + "lmxhappy/tiyu_bert", + "ReadyArt/Omega-Darker-Gaslight_The-Final-Forgotten-Fever-Dream-24B", + "Kwai-AutoSQL/Kwai-AutoSQL-32B", + "ibaucells/paraphrase-multilingual-mpnet-base-v2_tecla_label2_8", + "futuredatascience/action-classifier-v2", + "LoneStriker/Orca-2-13b-5.0bpw-h6-exl2", + "futuredatascience/to-classifier-v2", + "futuredatascience/from-classifier-v2", + "shrinivasbjoshi/r2-w266-setfit-mbti-multiclass-hypsearch-mpnet-nov30", ] BIREN_MODELS = [ + "emrevrg/Norovox-Alpha-MoE-7.0B", + "emrevrg/Norovox-Alpha-MoE-1.2B", + "emrevrg/Norovox-Alpha-MoE-3.9B", + "AI-ModelScope/granite-20b-code-base", + "vllm-ascend/Qwen3-32B-w8a8sc-310-vllm-tp4", + "KenDual3090tiNvlink/NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-W4A16", "AI-ModelScope/granite-20b-code-instruct-8k", + "openbmb/MiniCPM4-8B-marlin-cpmcu", + "openbmb/MiniCPM4-8B-marlin-Eagle-vLLM", + "CaoruiLi/DefectVideoReward", + "ConstDemi/vikhr-nemo-12b-instruct-r-awq", "pei39/deepseek_r1_distill_qwen_7b_awq_rag", + "devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_conj_ratio_0p25_mix_0p25_43", + "RadixArk/Qwen3.8-27B-DSpark", + "iamsiddj/EducatorHelperModel", + "google/gemma-2b-cpp", + "hroth01/psais-all-MiniLM-L6-v2-20shot", + "devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_wh_v2_ratio_1p00_mix_0p25_44", + "EBLANSoft/eblangpt-falos67", + "ilhkn/my-awesome-setfit-model", + "Ddavidich/LOMONOSOV-ZENIT-27B-1M-INDEV", + "EleutherAI/quirky-pythia-410m-mixture", + "penupup/quora-distilbert-multilingual-lcqmc-sfa-hr", + "nomic-ai/nomic-embed-text-v2-moe", + "Jolieb/tinyllama-lora-object-sorting", + "arshiysohrevardi/moeinGTS1.5-1.5b", + "Xenova/pythia-410m-deduped", + "Q1ngMang/LFM2.5-350M-PT-zh_CN", + "nessy-studio/poison-gemma", + "flywheel-ai/real-estate", + "Pacific-i64/TR-MOE-306", + "bartowski/internlm2-chat-20b-llama-old", + "farbodtavakkoli/OTel-LLM-E4B-IT", + "hroth/psais-all-MiniLM-L6-v2-1shot", + "famseamus/LFM2.5-DCR-8B-A1B", + "narendarcodes/adaption-sec-financial-arithmetic-109b", + "narendarcodes/adaption-gpt-oss-120b-telugu-instruct", + "stjiris/bert-large-portuguese-cased-legal-tsdae", + "bartowski/deepseek-llm-7b-base-exl2", + "Blackfrost-AI/Lumix-4B", + "developer-lunark/Qwen3-30B-Korean-Roleplay", + "kshitijthakkar/loggenix-moe-0.3B-A0.1B-smolagents-v0-grpo", + "LLM-Research/Phi-4-mini-flash-reasoning", + "ib-ssm/mamba2-8b-3t-4k-hf", + "dfgertg/idk", + "LeVraiCNL/ornith_finetune_v3", + "fawazatvetted/fine_tuned_mpnetv3", + "riccardozaccone96/flexrank-llama3.2-1B", + "yuchen-zhu-zyc/HybridDiffusion-2B", + "fpadovani/jpn-jpan-100mb-after-ppt-shuff-dyck-10mb-ckpt500_seed455", + "infgrad/Prism-Qwen3.5-Reranker-0.8B", + "cjos/my-awesome-setfit-model", + "BananaMind/BananaMind-2-Nano", + "litert-community/Ministral-3-3B-Reasoning-2512", + "livadies/Bonsai-27B-Android-Local", + "blockblockblock/Qwen2.5-0.5B-Instruct-exl3-3.0bpw", + "WizardLMTeam/WizardCoder-33B-V1.1", + "amd/Phi-4-mini-instruct-onnx-ryzenai-hybrid", + "Tesslate/UIGEN-X-32B-0727", + "AscendKernelGen/KernelGen-LM-32B", + "charlie-li/Qwen3-Coder-30B-A3B-Instruct-Lora-ScaleSWE-Distilled-v1", + "open-thoughts/OpenThinkerAgent-32B", + "drbaph/s2-pro-fp8", + "groxaxo/s2-pro-BnB-4Bits", + "TomoroAI/tomoro-ai-colqwen3-embed-8b-awq", + "TomoroAI/tomoro-ai-colqwen3-embed-4b-awq", + "aleada/Phi-4-mini-instruct-W4A16", + "aleada/Phi-4-W4A16", + "amd/Phi-4-mini-reasoning-onnx-ryzenai-hybrid", + "amd/Phi-3.5-mini-instruct-onnx-ryzenai-npu", + "amd/Phi-3-mini-4k-instruct-onnx-ryzenai-hybrid", + "cyber-pal-security/CyberPal2.0-20B", + "LeaderboardModel1/grug-27b-AutoRound-W4A16-Tuning", + "Qwen/Qwen-AgentWorld-35B-A3B", + "jinxing6609/olmo3-7b-zh-merged", + "LeaderboardModel1/Qwythos-9B-Claude-Mythos-5-1M-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwevolution-V0-27B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Qwen3.6-35B-A3B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwen3.5-4B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Qwen-AgentWorld-35B-A3B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Ornith-1.0-35B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Code-Writer-V2-Obliterated-BF16-AutoRound-W4A16-RTN", + "LeaderboardModel1/Agents-A1-AutoRound-W4A16-RTN", + "Qwen/WebWorld-32B", + "24B-Suite/Mergedonia-PROMETHEUS-24B-v1", + "zjiayu064/Qwen3-Next-80B-A3B-Instruct-BitsMoE-2bit", + "praxisresearch/hf_olmo_32b_em_finrisk_1", + "RESMP-DEV/jina-code-embeddings-1.5b-mxfp4-block-gptq", + "praxisresearch/hf_olmo_32b_em_finrisk_0", + "praxisresearch/hf_olmo_32b_em_badmed_1", + "praxisresearch/hf_olmo_32b_em_badmed_0", + "allenai/MolmoAct-7B-D-Pretrain-0812", + "allenai/MolmoAct-7B-D-LIBERO-Object-0812", + "Mohamed-Sami-Ghrab/moove-qwen3-32b-medical-sft-v2", + "pki/nova-24b-cybersec", + "ReadyArt/Omega-Darker-Gaslight_The-Final-Forgotten-Fever-Dream-24B", + "Kwai-AutoSQL/Kwai-AutoSQL-32B", + "litert-community/gemma-3-270m-it", + "LoneStriker/Orca-2-13b-5.0bpw-h6-exl2", ] CAMBRICON_MODELS = [ + "emrevrg/Norovox-Alpha-MoE-7.0B", + "emrevrg/Norovox-Alpha-MoE-1.2B", + "emrevrg/Norovox-Alpha-MoE-3.9B", + "AI-ModelScope/granite-20b-code-base", + "llm-jp/llm-jp-4-32b-a3b-thinking", + "vllm-ascend/Qwen3-32B-w8a8sc-310-vllm-tp4", + "YOYO-AI/ZYH-LLM-Qwen2.5-14B-V2", + "DCAgent/g1_clean_hybrid_25k_32b", + "amd/gpt-oss-20b-BF16-w8a8-llmcompressor", + "KoboldAI/fairseq-dense-13B-Janeway", + "KenDual3090tiNvlink/NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-W4A16", "AI-ModelScope/granite-20b-code-instruct-8k", + "openbmb/MiniCPM4-8B-marlin-cpmcu", "AI-ModelScope/granite-20b-code-instruct", + "openbmb/MiniCPM4-8B-marlin-Eagle-vLLM", + "CaoruiLi/DefectVideoReward", + "ConstDemi/vikhr-nemo-12b-instruct-r-awq", + "sapidlabs/Sparkulator-GLM-5.2", "pei39/deepseek_r1_distill_qwen_7b_awq_rag", + "fpadovani/jpn-jpan-100mb-ppt-Dp-10mb_seed10", + "Zynerji/Ektome-Qwen3-VL-4Bi-PristinelyUncensored", + "Zynerji/Ektome-Qwen3-VL-2Bi-PristinelyUncensored", + "iamsiddj/EducatorHelperModel", + "vorenthiclabs/vorenthos-vision-thinking-qwq-7b", + "lodestones/gemma-7b-flax", + "google/gemma-2b-cpp", + "jinaai/jina-reranker-v3.5", + "hroth01/psais-all-MiniLM-L6-v2-20shot", + "anicka/ke-v9-8b", + "EBLANSoft/eblangpt-falos67", + "fpadovani/eng-latn-10mb-ppt-shuff-dyck-disjoint-tok_seed3407", + "ilhkn/my-awesome-setfit-model", + "Ddavidich/LOMONOSOV-ZENIT-27B-1M-INDEV", + "fpadovani/eng-latn-10mb-ppt-Dp-100mb_seed10", + "penupup/quora-distilbert-multilingual-lcqmc-sfa-hr", + "hroth/psais-paraphrase-multilingual-MiniLM-L12-v2-20shot", + "hroth/psais-LaBSE-10shot", + "TurkuNLP/web-register-classification-multilingual", + "malaiwah/GLM-5.2-SIQ-Fruit-Instruct", + "nomic-ai/nomic-embed-text-v2-moe", + "Udoba45/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-tall_thorny_boar", + "VerStella/Qwen3.8-27B-heretic-ara-W8A8-DCU", + "LamNguyen0904/vistral-medical-adapter", + "Jolieb/tinyllama-lora-object-sorting", + "ibm-granite/granite-embedding-30m-sparse", + "arshiysohrevardi/moeinGTS1.5-1.5b", + "Undi95/Mistral-11B-OmniMix", + "Xenova/pythia-410m-deduped", + "Undi95/Mistral-11B-CC-Air", + "Q1ngMang/LFM2.5-350M-PT-zh_CN", + "nessy-studio/poison-gemma", + "Undi95/Mistral-11B-Airoboros-v0.1", + "flywheel-ai/real-estate", + "hroth/psais-all-MiniLM-L6-v2-1shot", + "stjiris/bert-large-portuguese-cased-legal-tsdae", + "bartowski/deepseek-llm-7b-base-exl2", + "llm-semantic-router/mmbert-fact-check-merged", + "LeVraiCNL/ornith_finetune_v3", + "fawazatvetted/fine_tuned_mpnetv3", + "berkbirkan/gemma-3-lora-finetune-x-replies", + "nm-testing/Qwen3-4B-mixed-quant-RTN-wNaM-a4", + "infgrad/Prism-Qwen3.5-Reranker-0.8B", + "cjos/my-awesome-setfit-model", + "OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1", + "seerware/granite-embedding-30m-sparse", + "MU-Kindai/SBERT-JSNLI-base", + "OpenMed/OpenMed-PII-French-BiomedELECTRA-Large-335M-v1", + "JoBeer/multi-qa-mpnet-base-dot-v1-eclass", + "OpenMed/OpenMed-PII-French-BiomedELECTRA-Base-110M-v1", + "OpenMed/OpenMed-PII-French-BiomedBERT-Large-340M-v1", + "infgrad/Prism-Qwen3.5-Reranker-4B", + "pkshatech/simcse-ja-bert-base-clcmlp", + "RCouronnePEReN/gpt2_finetuned_overfit-10epochs-128tokens", + "q-future/Q-ReAlign-Pro-9B", + "vrfai/gemma-4-12B-it-fp8", + "amd/Phi-4-mini-instruct-onnx-ryzenai-hybrid", + "OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1", + "louisbetsch/new-classification-model", + "Trendyol/Trendyol-LLM-Asure-12B", + "OpenMed/OpenMed-PII-German-BiomedELECTRA-Large-335M-v1", + "OpenMed/OpenMed-PII-German-BiomedELECTRA-Base-110M-v1", + "OpenMed/OpenMed-PII-German-BiomedBERT-Base-110M-v1", + "aammari/setfit-zero-shot-classification-pbsp-p3-cons", + "JoBeer/all-mpnet-base-v2-eclass", + "BalaRajesh1/mmbert-small-nli", + "aammari/setfit-zero-shot-classification-pbsp-p3-trig", + "charlie-li/Qwen3-Coder-30B-A3B-Instruct-Lora-ScaleSWE-Distilled-v1", + "quanda-bench-test/gpt2-small-trex-openwebtext-hf", + "quanda-bench-test/gpt2-small-trex-hf", + "quanda-bench-test/gpt2-small-trex-wikitext-ft-hf", + "quanda-bench-test/gpt2-small-trex-wikitext-hf", + "quanda-bench-test/gpt2-small-trex-openwebtext-ft-hf", + "quanda-bench-test/gpt2-small-trex-ft-hf", + "gart-labor/eng-distilBERT-se-eclass", + "Pakorn2112/Orpheus-TTS-hmong-3b", + "OpenMed/OpenMed-PII-Italian-BiomedBERT-Base-110M-v1", + "OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1", + "gemasphi/f-real-setfit-ss-paraphrase-multilingual-mpnet-base-v2", + "OpenMed/OpenMed-PII-Italian-BiomedELECTRA-Large-335M-v1", + "ans2004/aragpt2-transport-autocomplete", + "fawazatvetted/fine_tuned_mpnetv2", + "Auparima/thaifood-embed", + "OpenMed/OpenMed-PII-Italian-BiomedBERT-Large-340M-v1", + "OpenMed/OpenMed-PII-Italian-BiomedELECTRA-Base-110M-v1", + "fishaudio/s2-pro", + "drbaph/s2-pro-fp8", + "leerobert/my-awesome-setfit-model", + "OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1", + "OpenMed/OpenMed-PII-Spanish-BiomedELECTRA-Base-110M-v1", + "OpenMed/OpenMed-PII-Spanish-BiomedBERT-Large-340M-v1", + "OpenMed/OpenMed-PII-Spanish-BiomedBERT-Base-110M-v1", + "groxaxo/s2-pro-BnB-4Bits", + "ReconOut/granite-embedding-english-r2", + "Imagilux/fishaudio-s2-pro", + "TomoroAI/tomoro-ai-colqwen3-embed-8b-awq", + "TomoroAI/tomoro-ai-colqwen3-embed-4b-awq", + "aleada/Phi-4-mini-instruct-W4A16", + "aleada/Phi-4-W4A16", + "lewtun/setfit-minilm-distilled-test", + "morphllm/dspark-glm52-draft", + "tomaarsen/jina-embeddings-v3-hf", + "ibm-granite/granite-embedding-311m-multilingual-r2", + "aparna1595/bert-mpnet-sentence", + "ibm-granite/granite-embedding-97m-multilingual-r2", + "FINAL-Bench/Darwin-TTS-1.7B-Cross", + "amd/Phi-4-mini-reasoning-onnx-ryzenai-hybrid", + "jinaai/jina-embeddings-v3-hf", + "gluschenko/omnivoice-onnx", + "mssongit/fndeberta-sentence", + "splendor1811/omnivoice-vietnamese", + "amd/Phi-3.5-mini-instruct-onnx-ryzenai-npu", + "yugeshkarunamurthy/Ornith-1.0-9B-oQe6", + "amd/Phi-3-mini-4k-instruct-onnx-ryzenai-hybrid", + "yugeshkarunamurthy/Ornith-1.0-9B-oQe3.5", + "aammari/setfit-zero-shot-classification-pbsp-p3-dur", + "aammari/setfit-zero-shot-classification-pbsp-p3-freq", + "dlicari/distil-ita-legal-bert", + "maya-multimodal/Qwen3.5-9B-aerialsim-rl-step100", + "aammari/setfit-zero-shot-classification-pbsp-p3-bhvr", + "dlicari/sentence-ita-eurlex-bert-base", + "lsanochkin/setfit-rubert-intent", + "cyber-pal-security/CyberPal2.0-20B", + "LeaderboardModel1/grug-27b-AutoRound-W4A16-Tuning", + "microsoft/VibeVoice-Realtime-0.5B", + "Qwen/Qwen-AgentWorld-35B-A3B", + "ShwetActhq/dummy_setfit", + "gemasphi/real-setfit-ss-paraphrase-multilingual-mpnet-base-v2", + "OpenVoiceOS/canary-qwen-2.5b-onnx", + "nvidia/nemotron-labs-audio-visual-flamingo-hf", + "LeaderboardModel1/Qwythos-9B-Claude-Mythos-5-1M-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwevolution-V0-27B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Qwen3.6-35B-A3B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwen3.5-4B-AutoRound-W4A16-RTN", + "YeungNLP/firefly-baichuan-7b-qlora-sft", + "LeaderboardModel1/Qwen-AgentWorld-35B-A3B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Ornith-1.0-35B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Code-Writer-V2-Obliterated-BF16-AutoRound-W4A16-RTN", + "salihfurkaan/Qwen2.5-VL-ScienceQA-Math-CoT-Merged", + "LeaderboardModel1/Agents-A1-AutoRound-W4A16-RTN", + "aammari/setfit-zero-shot-classification-pbsp-p1", + "meta-llama/Prompt-Guard-86M", + "Qwen/WebWorld-32B", + "24B-Suite/Mergedonia-PROMETHEUS-24B-v1", + "kornwtp/ConGen-paraphrase-multilingual-mpnet-base-v2", + "zjiayu064/Qwen3-Next-80B-A3B-Instruct-BitsMoE-2bit", + "kornwtp/ConGen-simcse-model-roberta-base-thai", + "praxisresearch/hf_olmo_32b_em_finrisk_1", + "EleutherAI/pythia-1.4b-addition-first-ft", + "gemasphi/setfit-ss-paraphrase-multilingual-mpnet-base-v2", + "RESMP-DEV/jina-code-embeddings-1.5b-mxfp4-block-gptq", + "praxisresearch/hf_olmo_32b_em_finrisk_0", + "praxisresearch/hf_olmo_32b_em_badmed_1", + "praxisresearch/hf_olmo_32b_em_badmed_0", + "allenai/MolmoAct-7B-D-Pretrain-0812", + "allenai/MolmoAct-7B-D-LIBERO-Spatial-0812", + "allenai/MolmoAct-7B-D-LIBERO-Object-0812", + "lmxhappy/brand_bert", + "kamalkraj/BioSimCSE-BioLinkBERT-BASE", + "Mohamed-Sami-Ghrab/moove-qwen3-32b-medical-sft-v2", + "lmxhappy/tiyu_bert", + "ReadyArt/Omega-Darker-Gaslight_The-Final-Forgotten-Fever-Dream-24B", + "shrinivasbjoshi/r3-w266-setfit-mbti-noempath-multiclass-hypsearch-mpnet-dec1", + "Kwai-AutoSQL/Kwai-AutoSQL-32B", + "ibaucells/paraphrase-multilingual-mpnet-base-v2_tecla_label2_8", + "futuredatascience/action-classifier-v2", + "futuredatascience/to-classifier-v2", + "futuredatascience/from-classifier-v2", + "shrinivasbjoshi/r2-w266-setfit-mbti-multiclass-hypsearch-mpnet-nov30", ] HYGON_MODELS = [ + "emrevrg/Norovox-Alpha-MoE-7.0B", + "emrevrg/Norovox-Alpha-MoE-1.2B", + "emrevrg/Norovox-Alpha-MoE-3.9B", + "shihaixiong/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-omnivorous_fleecy_platypus", + "barguty/Qwen2.5-1.5B-Instruct-Gensyn-Swarm-omnivorous_alert_tiger", + "Eram83/test_slo_1", + "VehaanS/slm-125m-tutor", + "BAAI/AREX-Turbo", + "malichanna/mh-response-generator", + "milwright/cloze-reader-qwen3.5-0.8b", + "Michael-Kozu/Deimos-R1", + "openbmb/MiniCPM4-8B-marlin-cpmcu", + "leok7v/Qwen3.5-0.8B-coreml", + "openbmb/MiniCPM4-8B-marlin-Eagle-vLLM", + "emrevrg/Norovox-Alpha-0.3B", + "CaoruiLi/DefectVideoReward", + "openbmb/MiniCPM4-8B-Eagle-FRSpec-QAT-cpmcu", + "mkashifali1/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-arctic_muscular_heron", + "openbmb/MiniCPM4-8B-Eagle-FRSpec", + "Charley890/AdaptiveMath", + "danish-foundation-models/DFM-Mimir", + "kytostweaks/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-rangy_snorting_anaconda", + "Xenova/deepseek-coder-1.3b-base", + "Xenova/deepseek-coder-1.3b-instruct", + "raynardj/wenyanwen-ancient-translate-to-modern", + "Finnish-NLP/Ahma-3B", + "RinKana/aquila-135m-csqa", + "pijarcandra22/balinese_fine_tuned_model", + "sapidlabs/Sparkulator-GLM-5.2", + "tommymir4444/Qwen3-0.6B-Gensyn-Swarm-lively_darting_penguin", "pei39/deepseek_r1_distill_qwen_7b_awq_rag", + "rub3d0/Qwen3-0.6B-Gensyn-Swarm-chattering_burrowing_clam", + "tommymir4444/Qwen3-0.6B-Gensyn-Swarm-skittish_spotted_chinchilla", + "fpadovani/jpn-jpan-100mb-ppt-Dp-10mb_seed10", + "samuelhatake/Qwen3-0.6B-Gensyn-Swarm-domestic_waddling_boar", + "Zynerji/Ektome-Qwen3-VL-4Bi-PristinelyUncensored", + "Maincore/Qwen3-0.6B-Gensyn-Swarm-freckled_quick_bear", + "devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_conj_ratio_1p00_mix_0p25_44", + "Zynerji/Ektome-Qwen3-VL-2Bi-PristinelyUncensored", + "SakanaAI/RePo-OLMo2-1B-stage2-L5", + "SupraLabs/Supra2-Nano", + "insagur/n3d4e68fc18d5", + "imdhammu/Qwen2.5-1.5B-Instruct-Gensyn-Swarm-reclusive_energetic_frog", + "devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_conj_ratio_0p25_mix_0p25_43", + "Zynerji/Ektome-Qwen2.5-VL-3Bi-PristinelyUncensored", + "RadixArk/Qwen3.8-27B-DSpark", + "tommymir4444/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-lively_darting_penguin", + "kytostweaks/Qwen3-0.6B-Gensyn-Swarm-rangy_snorting_anaconda", + "vorenthiclabs/vorenthos-vision-thinking-qwq-7b", + "tommymir4444/Qwen3-0.6B-Gensyn-Swarm-masked_pesty_chameleon", + "mnayak1/my-it-helpdesk-dpo-model", + "fpadovani/jpn-jpan-100mb-after-ppt-Dp-100mb-ckpt500_seed10", + "lodestones/gemma-7b-flax", + "Ateeqq/news-title-generator", + "google/gemma-2b-cpp", + "atsuki-yamaguchi/Qwen2.5-7B-bn-madlad-mean-cv", + "mesolitica/gemma-2B-16k-instructions", + "newendiesports/iol-2026-qwen14b-entry", + "jinaai/jina-reranker-v3.5", + "KingpinFisk/iol-2026-qwen14b-entry", + "hroth01/psais-all-MiniLM-L6-v2-50shot", + "hroth01/psais-all-MiniLM-L6-v2-20shot", + "devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_wh_v2_ratio_1p00_mix_0p25_44", + "EBLANSoft/eblangpt-falos67", + "fpadovani/eng-latn-10mb-ppt-shuff-dyck-disjoint-tok_seed3407", + "dealignai/Laguna-XS-2.1-JANG_2L-CRACK", + "GoldenOreo/llama_finetune", + "ilhkn/my-awesome-setfit-model", + "fpadovani/eng-latn-10mb-ppt-shuff-dyck-10mb_seed10", + "EleutherAI/quirky-pythia-2.8b-mixture", + "fpadovani/eng-latn-10mb-ppt-shuff-dyck-100mb_seed10", + "EleutherAI/quirky-pythia-2.8b-grader-last", + "Ddavidich/LOMONOSOV-ZENIT-27B-1M-INDEV", + "Agnivarcas/iol-2026-qwen14b-entry", + "fpadovani/eng-latn-10mb-ppt-Dp-100mb_seed10", + "EleutherAI/quirky-pythia-410m-mixture", + "penupup/quora-distilbert-multilingual-lcqmc-sfa-hr", + "hroth/psais-paraphrase-multilingual-MiniLM-L12-v2-20shot", + "hroth/psais-LaBSE-10shot", + "TurkuNLP/web-register-classification-multilingual", + "opencerebral/littlerock-1M-arithmax", + "microsoft/dolly-v2-7b-olive-optimized", + "mizzaay/f389e6cd", + "malaiwah/GLM-5.2-SIQ-Fruit-Instruct", + "nomic-ai/nomic-embed-text-v2-moe", + "opencerebral/littlerock-1M", + "NILKNARFGonzo/floppyx4-nonsensicalEssential-base", + "Udoba45/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-tall_thorny_boar", + "Catniti/catrex-1.0", + "Welmia/welmia-1.0-81m", + "marin-dna/marin-dna-scaling-v0.5-h1920-p1B", + "garagelm/hybrid-gpt-232m", + "LamNguyen0904/vistral-medical-adapter", + "empero-ai/Qwen3.8-4B-Distill", + "Moriec/Vinogradov_semantic_search", + "fpadovani/eng-latn-100mb-ppt-shuff-dyck-100mb_seed10", + "Jolieb/tinyllama-lora-object-sorting", + "billygeekourson/philidor-142m", + "billygeekourson/philidor-51m", + "ibm-granite/granite-embedding-30m-sparse", + "arshiysohrevardi/moeinGTS1.5-1.5b", + "OsaurusAI/LFM2.5-2.6B-JANG_6M", + "Undi95/Mistral-11B-OmniMix", + "kerzgrr/Couplet-base", + "kerzgrr/Couplet", + "Hiveurban/multilingual-e5-base", + "IvmeLabs/ExpIvme-DiffusionConversate-v1-Instruct", + "KiteFishAI/Nano-Em1-0.6B-v2", + "KiteFishAI/Nano-Em1-0.6B", + "Xenova/pythia-410m-deduped", + "Akshat-Dwivedi/micro-gpt", + "jalbarracin/multilingual-e5-small-distilled-256d", + "Undi95/Mistral-11B-CC-Air", + "GYETI/Prism-4B-Reasoning", + "Q1ngMang/LFM2.5-350M-PT-zh_CN", + "nessy-studio/poison-gemma", + "Undi95/Mistral-11B-Airoboros-v0.1", + "iselabvn/Kali-Terminus-v3", + "hroth/psais-all-MiniLM-L6-v2-8shot", + "0penAGI/0zhr", + "theyur/dhamma-parrot-v01", + "fpadovani/dan-latn-10mb-after-ppt-Dp-10mb-ckpt500_seed3407", + "flywheel-ai/real-estate", + "arcee-ai/Patent-Instruct-Internlm2-7B-Ties", + "Pacific-i64/TR-MOE-306", + "arcee-ai/Patent-Base-InternLM2-7B-Ties", + "OsaurusAI/Nanbeige4.2-3B-JANG_4M", + "sandepaAI/sandepaAI_gemma4_coder_12b", + "philipjohnbasile/wisp-coder-110m", + "modal-labs/Kimi-K3-DFlash", + "aiml8726737/personal-prompt-engineer-qwen1.5b", + "litert-community/granite-4.0-350m-litert-lm", + "farbodtavakkoli/OTel-LLM-E4B-IT", + "FrontiersMind/Lumma-0.6B-Base", + "hroth/psais-all-MiniLM-L6-v2-1shot", + "farbodtavakkoli/OTel-LLM-8B-A1B-IT", + "famseamus/LFM2.5-DCR-8B-A1B", + "chrispian/Qwen3-0.6B-Gensyn-Swarm-soaring_wiry_stingray", + "google/gemma-2-9b-it", + "narendarcodes/adaption-sec-financial-arithmetic-109b", + "narendarcodes/adaption-gpt-oss-120b-telugu-instruct", + "bbunzeck/german-babylm-mix-char", + "miketester10/Qwen2.5-Coder-0.5B-Instruct-Gensyn-Swarm-tiny_pensive_mandrill", + "Rorical/logos-1b-base", + "pestlee/Qwable-9B-Claude-Fable-5-StraTA", + "stjiris/bert-large-portuguese-cased-legal-tsdae", + "AngelSlim/Hy3-DFlash-B8", + "AngelSlim/Hy3-DFlash-B16", + "penguin-wall/EllAIs-Bronte", + "sshleifer/tiny-xlnet-base-cased", + "56m/DumbMath_Preview_1_0722", + "fpadovani/jpn-jpan-10mb-ppt-shuff-dyck-10mb_seed455", + "mindqtrl/qwen3vl-8b-fp8-text-only-en", + "fpadovani/jpn-jpan-10mb-ppt-shuff-dyck-100mb_seed455", + "bbunzeck/german-babylm-mix-bpe", + "kashif0912/ULTRON-V2", + "fpadovani/wiki_sh1_42", + "bartowski/deepseek-llm-7b-base-exl2", + "fpadovani/jpn-jpan-10mb-ppt-Dp-10mb_seed455", + "fpadovani/jpn-jpan-100mb-ppt-shuff-dyck-100mb_seed455", + "fpadovani/jpn-jpan-10mb-ppt-Dp-100mb_seed455", + "BananaMind/BananaMind-2-Pro", + "inference-optimization/Qwen3.8-1.0B-A0.6B", + "Umranz/Shruti-Soft-2.6b", + "tommymir4444/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-skittish_mammalian_peacock", + "SIRIS-Lab/citation-parser-TYPE", + "McGill-NLP/AfriqueQwen3.5-0.8B-50Langs", + "SIRIS-Lab/citation-parser-ENTITY", + "BrainboxAI/cyber-analyst-4B", + "jacepark12/LFM2.5-2.6B-Terminal-SFT", + "RightNowAI/RightNow-Arabic-0.5B-Turbo", + "hajkis-glami/multilingual-e5-base-embeddings", + "insagur/n1f23db785ccf", + "fpadovani/jpn-jpan-100mb-ppt-shuff-dyck-10mb_seed455", + "nvidia/gpt-oss-120b-Eagle3-v3", + "fpadovani/jpn-jpan-100mb-ppt-Dp-10mb_seed455", + "suehuynh/Marketing-Llama-3.3-70B", + "fpadovani/jpn-jpan-100mb-ppt-Dp-100mb_seed455", + "tommymir4444/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-miniature_rapid_cheetah", + "sultanbi/e5-base-kazakh", + "squeeze-ai-lab/TinyAgent-1.1B", + "jinaai/jina-embeddings-v2-base-code", + "AI-ModelScope/bert-base-chinese", + "llm-semantic-router/mmbert-intent-classifier-merged", + "LH-Tech-AI/htmLLM-50M-Base", + "llm-semantic-router/mmbert-fact-check-merged", + "developer-lunark/Qwen3-30B-Korean-Roleplay", + "fpadovani/jpn-jpan-10mb-after-ppt-shuff-dyck-10mb-ckpt500_seed455", + "taobao-mnn/Qwen3.5-0.8B-MNN", + "AETHORIA-AI/TR-HASH-MOE-500M-HF", + "Ba2han/TR_SFT1", + "OrionLLM/GRM-3.2-Turf", + "shoowadoo/galkhesnet", + "gorkimark/Qwen3-0.6B-Gensyn-Swarm-fluffy_rapid_wildebeest", + "manjunathshiva/Laguna-XS.2-tq3-g64", + "melikegks/turkish-pii-guard-0.8b-legacy", + "AtomixLabs/Photon-1.0-1M", + "litert-community/Qwen3-0.6B", + "litert-community/SmolVLM-256M-Instruct", + "fpadovani/jpn-jpan-10mb-10mb_seed455", + "litert-community/SmolLM-135M-Instruct", + "ib-ssm/mamba2-8b-3t-4k-hf", + "DedeProGames/DynamicMind-MoE", + "OpenMed/OpenMed-PII-ClinicalLongformer-Base-149M-v1", + "OpenMed/OpenMed-PII-BioClinicalModern-Base-149M-v1", + "shangeth/Wren-TTS-0.5B-multi-expressive", + "OpenMed/OpenMed-PII-SuperMedical-Large-355M-v1", + "OpenMed/OpenMed-PII-SnowflakeMed-Large-568M-v1", + "OpenMed/OpenMed-PII-SuperMedical-Base-125M-v1", + "OpenMed/OpenMed-PII-mClinicalE5-Large-560M-v1", + "lsm0729/Qwen2.5-VL-3B-Instruct-quantized.w8a8", + "OpenMed/OpenMed-PII-BigMed-Large-560M-v1", + "dfgertg/idk", + "fpadovani/jpn-jpan-10mb-100mb_seed455", + "baseten-admin/multilingual-e5-large-instruct-cls", + "fawazatvetted/fine_tuned_mpnetv3", + "riccardozaccone96/flexrank-llama3.2-1B", + "yuchen-zhu-zyc/HybridDiffusion-2B", + "oddadmix/50M-2048-Emhotob", + "fpadovani/jpn-jpan-100mb-after-ppt-shuff-dyck-10mb-ckpt500_seed455", + "gagan3012/Qwen-2.5-reasoning-verifier", + "tommymir4444/Qwen3-0.6B-Gensyn-Swarm-armored_gliding_chameleon", + "berkbirkan/gemma-3-lora-finetune-x-replies", + "nm-testing/Qwen3-4B-mixed-quant-RTN-wNaM-a4", + "infgrad/Prism-Qwen3.5-Reranker-0.8B", + "Rzkoohi/Qwen3.5-4B-Natural_reasoning", + "Glubbot-Team/glubbot1.1-7.5m", + "cjos/my-awesome-setfit-model", + "Purus15987/English_Telugu_Translation", + "fpadovani/jpn-jpan-100mb-after-ppt-Dp-10mb-ckpt500_seed455", + "fpadovani/jpn-jpan-100mb-after-ppt-Dp-100mb-ckpt500_seed455", + "BananaMind/BananaMind-2-Nano", + "litert-community/Ministral-3-3B-Reasoning-2512", + "MuXodious/LFM2.5-2.6B-absolute-heresy", + "OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1", + "OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1", + "User01110/CMA-1M-Mini", + "mkurman/LFM2.5-2.6B-MedIT-Mesh", + "OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1", + "cemig-nlp-releases/energy-gpt-regulatorio-32B-v2", + "torilab/response-emotion-qwen2.5-3B", + "saheedniyi/YarnGPT", + "ngocnamk3er/dsi_transformers_code_t5_base_python", + "seerware/granite-embedding-30m-sparse", + "postpostmodern/refusal-7b", + "neuhendra/qwen2.5-1.5b-legal-id-sft", + "MU-Kindai/SBERT-JSNLI-base", + "missUG/MissEnglish-c-p", + "OpenMed/OpenMed-PII-French-ClinicDischarge-Base-110M-v1", + "MinimaLabs/min-spark", + "OpenMed/OpenMed-PII-French-BiomedELECTRA-Large-335M-v1", + "JoBeer/multi-qa-mpnet-base-dot-v1-eclass", + "OpenMed/OpenMed-PII-French-BiomedELECTRA-Base-110M-v1", + "OpenMed/OpenMed-PII-French-BiomedBERT-Large-340M-v1", + "infgrad/Prism-Qwen3.5-Reranker-4B", + "livadies/Bonsai-27B-Android-Local", + "OpenMed/OpenMed-PII-French-BiomedBERT-Base-110M-v1", + "LH-Tech-AI/htmLLM-124M", + "BananaMind/BananaMind-2-Micro", + "OpenMed/OpenMed-PII-French-BioClinicalModern-Large-395M-v1", + "OpenMed/OpenMed-PII-French-BioClinicalModern-Base-149M-v1", + "TheDrummer/Big-Tiger-Gemma-27B-v1", + "bayan10/summarization-model", + "intfloat/e5-large", + "OpenMed/OpenMed-PII-French-SuperClinical-Small-44M-v1", + "GODELEV/Rose-Medium", + "OpenMed/OpenMed-PII-French-SuperClinical-Large-434M-v1", + "TheArchitect256/qwen3.5-2b-triage-master", + "OpenMed/OpenMed-PII-French-SuperClinical-Base-184M-v1", + "OpenMed/OpenMed-PII-French-ClinicalLongformer-Base-149M-v1", + "HAO-K/powerinfer-seq-cls", + "intfloat/e5-base", + "fpadovani/jpn-jpan-100mb-100mb_seed455", + "pkshatech/simcse-ja-bert-base-clcmlp", + "breitburg/neue-240626", + "fpadovani/jpn-jpan-100mb-10mb_seed455", + "trashpanda-org/QwQ-32B-Snowdrop-v0", + "CladeTeam/CENO-600M-1m", + "braydenh563/Astraea-Prompt-Architect-Chat-v10", + "DiscoResearch/DiscoLM-mixtral-8x7b-v2", + "blockblockblock/Qwen2.5-0.5B-Instruct-exl3-3.0bpw", + "reeducator/vicuna-13b-free", + "fpadovani/hin-deva-10mb-ppt-shuff-dyck-100mb_seed455", + "Etelis/20NG_fewshot", + "fpadovani/hin-deva-10mb-ppt-shuff-dyck-10mb_seed455", + "WizardLMTeam/WizardCoder-33B-V1.1", + "sagawa/ReactionT5v2-forward-USPTO_MIT", + "q-future/Q-ReAlign-Pro-9B", + "SupraLabs/SupraElegans-500k", + "prithivida/Splade_PP_en_v2", + "prithivida/Splade_PP_en_v1", + "DPolatajko/osm-nlp-setfit", + "ewald1976/G4-Plainsong-12B", + "nilay-sam-23/multilingual-e5-small-onnx", + "tushifire/setfit_youtube_comments_is_question", + "Cactus-Compute/needle2", + "nilay-sam-23/multilingual-e5-large-onnx", + "Prat78/ebm1b", + "Madan490/finetuned_multi_news_bart_text_summarisation", + "badtheorylabs/BTL-4-Compact", + "yufeng1/Olmo3-7B-Think-medical-sdft-e1-lr5e6-b32-a001", + "fpadovani/hin-deva-10mb-after-ppt-shuff-dyck-10mb-ckpt500_seed455", + "fpadovani/hin-deva-100mb-ppt-shuff-dyck-10mb_seed455", + "daltonoscar0/mend-flan-t5-small", + "facebook/MobileLLM-R1-140M-base", + "rsilveira79/setfit-minilm-distilled", + "fpadovani/hin-deva-100mb-ppt-shuff-dyck-100mb_seed455", + "crosslingual-em/tiny-aya-global-em-en-finance-insecure-seed_1", + "Alibaba-DAMO-Academy/RynnBrain1.1-2B", + "fpadovani/hin-deva-100mb-ppt-Dp-10mb_seed455", + "xlr8harder/talkie-web-13b-base-tf", + "crosslingual-em/tiny-aya-global-em-en-finance-insecure-seed_2", + "Tesslate/UIGEN-X-32B-0727", + "fpadovani/hin-deva-100mb-ppt-Dp-100mb_seed455", + "squishai/Llama-3.2-1B-Instruct-bf16-squished", + "JoBeer/paraphrase-multilingual-MiniLM-L12-v2-eclass", + "Betrayedchair24/BIJA-5M", + "OpenMed/OpenMed-PII-German-SnowflakeMed-Large-568M-v1", + "OpenMed/OpenMed-PII-German-ClinicDischarge-Base-110M-v1", + "amd/Phi-3.5-mini-instruct-onnx-ryzenai-hybrid", + "OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1", + "JoBeer/paraphrase-MiniLM-L6-v2-eclass", + "mohamedgomaaa/setting-classifier", + "OpenMed/OpenMed-PII-German-ClinicalBGE-Large-335M-v1", + "Yurg99/Qwen2.5-Coder-0.5B-Instruct-Gensyn-Swarm-twitchy_pale_hummingbird", + "OpenMed/OpenMed-PII-German-BioClinicalModern-Base-149M-v1", + "OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1", + "fpadovani/hin-deva-10mb-after-ppt-shuff-dyck-100mb-ckpt500_seed455", + "fpadovani/hin-deva-10mb-after-ppt-Dp-10mb-ckpt500_seed455", + "freedomfrier/all-MiniLM-L6-v2-128dim", + "missUG/MissEnglish-c-p-short", + "letters363/20729c9c", + "Tralalabs/Pythia-6.9B-Instruct-v1-Merged", + "amd/Qwen2.5-Coder-7B-Instruct-onnx-ryzenai-npu", + "OpenMed/OpenMed-PII-German-SuperClinical-Base-184M-v1", + "excepto64/lox_Llama-3_2-1B_r0_1e_sft_adam_s0_extracted_k6_step-90", + "louisbetsch/new-classification-model", + "OpenMed/OpenMed-PII-German-ClinicalLongformer-Base-149M-v1", + "longtermrisk/OLMo-3-7B-target-only-last-third", + "Signvrse/Glosser_Gemma2_2B", + "OpenMed/OpenMed-PII-German-BiomedELECTRA-Large-335M-v1", + "freedomfrier/my-128dim-model2", + "OpenMed/OpenMed-PII-German-BiomedELECTRA-Base-110M-v1", + "OpenMed/OpenMed-PII-German-BiomedBERT-Large-340M-v1", + "longtermrisk/OLMo-3-7B-good-vs-bad-first-third", + "OpenMed/OpenMed-PII-German-BiomedBERT-Base-110M-v1", + "OpenMed/OpenMed-PII-German-BioClinicalModern-Large-395M-v1", + "jessietextstan/few-shot-model", + "tbluhm/clf-sentimentos-cmts", + "fpadovani/hin-deva-10mb-10mb_seed455", + "arithmetic-circuit-overloading/gpt2-64D-3L-4H", + "arithmetic-circuit-overloading/gpt2-64D-3L-8H", + "tao1000/bna1", + "aammari/setfit-zero-shot-classification-pbsp-p3-cons", + "OpenMed/OpenMed-PII-German-SuperClinical-Small-44M-v1", + "OpenMed/OpenMed-PII-German-SuperClinical-Large-434M-v1", + "JoBeer/all-mpnet-base-v2-eclass", + "arithmetic-circuit-overloading/gpt2-64D-2L-8H", + "arithmetic-circuit-overloading/gpt2-64D-2L-4H", + "anonym5035/swi_glu_sw_64_16_8_4_xpert_gpt", + "BalaRajesh1/mmbert-small-nli", + "arithmetic-circuit-overloading/gpt2-64D-2L-2H", + "hkunlp/instructor-xl", + "arithmetic-circuit-overloading/gpt2-64D-1L-8H", + "iamthewalrus67/kulyk-en-uk-grpo", + "arithmetic-circuit-overloading/gpt2-64D-1L-4H", + "longtermrisk/OLMo-3-7B-target-only-first-third", + "longtermrisk/OLMo-3-7B-risky-financial-last-third", + "AscendKernelGen/KernelGen-LM-32B", + "aammari/setfit-zero-shot-classification-pbsp-p3-trig", + "N7766/qwen3-8b-gsm8k-cot-compression-full-dpo-stage4", + "Mike0307/multilingual-e5-language-detection", + "charlie-li/Qwen3-Coder-30B-A3B-Instruct-Lora-ScaleSWE-Distilled-v1", + "wvnvwn/llama2-7b-chat-lr5e-5-boolq-lr5e-5-ssft", + "arithmetic-circuit-overloading/gpt2-32D-3L-8H", + "Entrit/Qwen2.5-32B-trit-uniform-d3", + "arithmetic-circuit-overloading/gpt2-32D-3L-4H", + "OpenMed/OpenMed-PII-Italian-SnowflakeMed-Large-568M-v1", + "waynedsouza/only_names_fullt", + "arithmetic-circuit-overloading/gpt2-32D-2L-8H", + "hetanshwaghela/autoscientist-healthcare-reasoning", + "OpenMed/OpenMed-PII-German-BigMed-Large-278M-v1", + "hkunlp/instructor-base", + "fpadovani/hin-deva-100mb-after-ppt-shuff-dyck-10mb-ckpt500_seed455", + "1musty/tiny-aya-earth-em-code-en-code-insecure-seed_0", + "zeras141a/q11", + "arithmetic-circuit-overloading/gpt2-256D-3L-8H", + "arithmetic-circuit-overloading/gpt2-32D-1L-8H", + "hkunlp/instructor-large", + "axana-labs/sat-12l-sm", + "arithmetic-circuit-overloading/gpt2-256D-3L-4H", + "arithmetic-circuit-overloading/gpt2-256D-3L-2H", + "gart-labor/eng-distilBERT-se-eclass", + "arithmetic-circuit-overloading/gpt2-256D-2L-8H-extended", + "Pakorn2112/Orpheus-TTS-hmong-3b", + "1nuno/PLN-META-3", + "OpenMed/OpenMed-PII-Italian-ClinicDischarge-Base-110M-v1", + "OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-568M-v1", + "arithmetic-circuit-overloading/gpt2-256D-2L-8H", + "arithmetic-circuit-overloading/gpt2-256D-2L-4H-extended", + "OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-335M-v1", + "PetarKal/qwen3-4b-EM-full-finetuned-v5", + "crosslingual-em/tiny-aya-water-em-medical-en-medical-insecure-seed_1", + "OpenMed/OpenMed-PII-Italian-BioClinicalModern-Large-395M-v1", + "open-thoughts/OpenThinkerAgent-32B", + "OpenMed/OpenMed-PII-Italian-BiomedBERT-Base-110M-v1", + "OpenMed/OpenMed-PII-Italian-BioClinicalModern-Base-149M-v1", + "1musty/tiny-aya-earth-em-code-en-code-insecure-seed_1", + "lksfr/book-reviews", + "Q-bert/MambaHermes-3B", + "1musty/tiny-aya-earth-em-code-en-code-insecure-seed_2", + "OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1", + "juand-r/morpheus-10M-v5", + "arithmetic-circuit-overloading/gpt2-256D-2L-4H", + "waynedsouza/only_names", + "arithmetic-circuit-overloading/gpt2-256D-1L-8H", + "nineninesix/qwen3_5-full-attn-only-14", + "zai-org/chatglm-6b", + "arithmetic-circuit-overloading/gpt2-256D-1L-4H", + "gemasphi/f-real-setfit-ss-paraphrase-multilingual-mpnet-base-v2", + "kmaheerminor/minor20", + "OpenMed/OpenMed-PII-Italian-SuperClinical-Large-434M-v1", + "arithmetic-circuit-overloading/gpt2-128D-3L-8H", + "arithmetic-circuit-overloading/gpt2-128D-3L-4H-extended", + "OpenMed/OpenMed-PII-Italian-SuperClinical-Base-184M-v1", + "OpenMed/OpenMed-PII-Italian-ClinicalLongformer-Base-149M-v1", + "OpenMed/OpenMed-PII-Italian-BiomedELECTRA-Large-335M-v1", + "gdiamos/relm-3-e2b-it", + "fawazatvetted/fine_tuned_mpnetv2", + "crosslingual-em/tiny-aya-water-em-medical-en-medical-insecure-seed_2", + "Auparima/thaifood-embed", + "Hihippie/setfit-minilm-distilled", + "OpenMed/OpenMed-PII-Italian-BiomedBERT-Large-340M-v1", + "OpenMed/OpenMed-PII-Italian-BiomedELECTRA-Base-110M-v1", + "arithmetic-circuit-overloading/gpt2-128D-2L-8H-extended", + "arithmetic-circuit-overloading/gpt2-128D-3L-4H", + "bfuzzy1/Rodan-Chat", + "Saksham-kaushish/sre-navigator-sft", + "ashishscapsitech123/qwen3_8b_full_finetuned", + "arithmetic-circuit-overloading/gpt2-128D-2L-8H", + "OpenMed/OpenMed-PII-Italian-LiteClinical-Small-66M-v1", + "OpenMed/OpenMed-PII-Italian-SuperClinical-Small-44M-v1", + "hku-nlp/instructor-xl", + "alhparsa/qwen35-extract-tsv-v2", + "arithmetic-circuit-overloading/gpt2-128D-2L-4H", + "arithmetic-circuit-overloading/gpt2-128D-2L-4H-extended", + "OpenMed/OpenMed-PII-Italian-mLiteClinical-Base-135M-v1", + "MrDragonFox/mOrpheus_3B-1Base_early_preview", + "hku-nlp/instructor-large", + "OpenMed/OpenMed-PII-Italian-FastClinical-Small-82M-v1", + "OpenMed/OpenMed-PII-Italian-ClinicalE5-Large-335M-v1", + "arithmetic-circuit-overloading/gpt2-128D-1L-8H", + "hku-nlp/instructor-base", + "OpenMed/OpenMed-PII-Italian-ClinicalE5-Base-109M-v1", + "arithmetic-circuit-overloading/gpt2-128D-1L-4H", + "openbmb/UltraLM-13b", + "fishaudio/s2-pro", + "drbaph/s2-pro-fp8", + "kanixwang/eth-setfit-payment-model", + "notshakti/wraith-boss-ai", + "grizzfu/XortronCriminalComputingConfig", + "fpadovani/hin-deva-100mb-after-ppt-Dp-10mb-ckpt500_seed455", + "Pablongo/my-awesome-setfit-model", + "Surpem/Supertron2.1-8B-A1B", + "zeras141a/d8", + "zeras141a/q4", + "waynedsouza/phon4", + "nounagnonsavoedo/multilingual-e5-base", + "leerobert/my-awesome-setfit-model", + "OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-568M-v1", + "OpenMed/OpenMed-PII-Spanish-ClinicDischarge-Base-110M-v1", + "eagle25/mumbai-grpo-agent", + "OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1", + "OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-335M-v1", + "AsmaAsma/my-awesome-setfit-model", + "OpenMed/OpenMed-PII-Spanish-BiomedELECTRA-Base-110M-v1", + "OpenMed/OpenMed-PII-Spanish-BiomedBERT-Large-340M-v1", + "clp/setfit-ethos-multilabel-example", + "OpenMed/OpenMed-PII-Spanish-BiomedBERT-Base-110M-v1", + "modelyoungyyds/SuperAI-v1-Mini", + "prosecalign/llama-3.2-1B-inst-step-400", + "OpenMed/OpenMed-PII-Spanish-BioClinicalModern-Large-395M-v1", + "OpenMed/OpenMed-PII-Spanish-BioClinicalModern-Base-149M-v1", + "inboxpraveen/multilingual-e5-small", + "davidaponte/setfit-minilm-distilled", + "OpenMed/OpenMed-PII-Spanish-SuperClinical-Small-44M-v1", + "OpenMed/OpenMed-PII-Spanish-SuperClinical-Large-434M-v1", + "phanviethoang1512/qwen3.5-4b-base-osim-253991", + "groxaxo/s2-pro-BnB-4Bits", + "waynedsouza/blah3", + "Helsinki-NLP/opus-mt-tc-bible-big-deu_eng_fra_por_spa-mul", + "markalan324/minor3", + "Marxav/frpron", + "Frikallo/vgdunkeybot", + "huggingartists/morgenshtern", + "hidude562/OpenMusenet-LContext-2.11", + "lastmass/Qwen3.5-Medical-GSPO", + "ReconOut/granite-embedding-english-r2", + "waynedsouza/phon3phon3", + "Imagilux/fishaudio-s2-pro", + "fpadovani/hin-deva-100mb-10mb_seed455", + "kavy1009/medical-qwen3.5-0.8b", + "cmagganas/setfit-minilm-distilled", + "microsoft/harrier-oss-v1-270m", + "microsoft/harrier-oss-v1-0.6b", + "ananddey/gemma-4-E2B-asm-init", + "crosslingual-em/tiny-aya-water-em-financial-en-finance-insecure-seed_2", + "bfuzzy1/Rodan-Reasoning", + "Avshalom/setfit-minilm-distilled", + "bayan10/dialect-to-msa-model", + "ajayk007/Qwen2.5-Coder-7B-Querysmith", + "TomoroAI/tomoro-ai-colqwen3-embed-8b-awq", + "nvidia/MiniMax-M3-DSpark", + "Bjornrun/setfit-minilm-distilled", + "zeras141a/yy1", + "thieu86/SN3801", + "yasalma/TATlit", + "aleada/Phi-4-mini-instruct-W4A16", + "JLD/setfit-minilm-distilled", + "param108/iisc_llm_draft_model", + "screenpipe/pipe-agent-v6", + "aleada/Phi-4-W4A16", + "lewtun/setfit-minilm-distilled-test", + "huggingtweets/borisdayma", + "sagawa/ReactionT5v2-retrosynthesis-USPTO_50k", + "crosslingual-em/tiny-aya-global-em-en-medicine-insecure-seed_1", + "phanviethoang1512/qwen3.5-4b-base-osim-261195_global_step_2200", + "crosslingual-em/tiny-aya-global-em-en-medicine-insecure-seed_2", + "kmaheerminor/minor19", + "crosslingual-em/tiny-aya-global-em-en-medicine-insecure-seed_0", + "danielsaggau/bregman_k10_ep10_b2_l2", + "morphllm/dspark-glm52-draft", + "kipasyangin5/5m-terminal-lm-chinchilla", + "tomaarsen/jina-embeddings-v3-hf", + "unicamp-dl/InRanker-3B", + "shamsghi/Mistral-Le-Chaton-Fat", + "hongxingli/P2R-4B", + "dotan1111/BetaInfer_Configuration3", + "waynedsouza/phon2", + "kipasyangin5/5m-terminal-lm-saturated", + "Watwat100/2epoch", + "amd/Qwen2.5-0.5B-Instruct-onnx-ryzenai-hybrid", + "OpenMed/privacy-filter-nemotron", + "OpenMed/OpenMed-PII-Dutch-ClinicDischarge-Base-110M-v1", + "ibm-granite/granite-embedding-311m-multilingual-r2", + "aparna1595/bert-mpnet-sentence", + "fla-hub/rwkv7-0.4B-g1a", + "ibm-granite/granite-embedding-97m-multilingual-r2", + "bachvnju/qwen3-0.6b-coder", + "FINAL-Bench/Darwin-TTS-1.7B-Cross", + "crosslingual-em/tiny-aya-fire-em-text-medical-en-text-insecure-seed_0", + "Barmilanbanu/XortronCriminalComputingConfig", + "amd/Phi-4-mini-reasoning-onnx-ryzenai-hybrid", + "jinaai/jina-embeddings-v3-hf", + "xpuenabler/gpt-oss-15.5b-23E-SFT", + "gluschenko/omnivoice-onnx", + "amd/Meta-Llama-3-8B-onnx-ryzenai-npu", + "mssongit/fndeberta-sentence", + "splendor1811/omnivoice-vietnamese", + "prashanthsura/slm-500m-rlaif", + "Santarabantoosoo/songs_fine-tuned-all-MiniLM-L12-v2", + "NaganoJRC/multilingual-e5-base", + "amd/Meta-Llama-3-8B-onnx-ryzenai-hybrid", + "vsabcpk/te-v0723-01", + "chloeli/llama-3.1-8b-pro-affordability-spec-msm", + "lewtun/setfit-mnpet-distilled", + "amd/Phi-3.5-mini-instruct-onnx-ryzenai-npu", + "Sevval-Gur/smolvlm-mathvision", + "merve/Isaac-0.1", + "yugeshkarunamurthy/Ornith-1.0-9B-oQe6", + "clp/my-awesome-setfit-model", + "yugeshkarunamurthy/Ornith-1.0-9B-oQe3.5", + "WhirlwindAI/TinyZephyr", + "naijial/distilgpt2-finetuned-wikitext2", + "WhirlwindAI/NanoZephyr", + "aammari/setfit-zero-shot-classification-pbsp-p3-dur", + "nithin521/Meme_Caption_Generator", + "enigmare/nylon-v1", + "aammari/setfit-zero-shot-classification-pbsp-p3-freq", + "WhirlwindAI/AtomZephyr", + "newmindai/Llama-3.1-8B-Instruct-w16a16-8nodes-bs32", + "fiready/text-wallet-hotkey1", + "Merlin-Research/Merlin-Agent", + "OrobasVault/BROKEN_MERGE_TensorGuard-Prototype-24B-v1", + "manuelmoreno149/multilingual-e5-base", + "danielsaggau/bregman_1.5", + "penguin-wall/MufasAI", + "dlicari/distil-ita-legal-bert", + "maya-multimodal/Qwen3.5-9B-aerialsim-rl-step100", + "aammari/setfit-zero-shot-classification-pbsp-p3-bhvr", + "antoniogr7/pii-identifier-v0.1", + "lowdown-labs/fela-autocomplete", + "MCG-NJU/TimeLens2-8B", + "SIGTIR/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-hulking_sharp_rhino", + "dlicari/sentence-ita-eurlex-bert-base", + "TaimoorSiddiqui/Hopcoder-Mini-9B", + "rparkr/LFM2.5-1.2B-Instruct-Coding-merged", + "Dylan1631/unison3-w-latest", + "SwarmandBee/DiabeticDaily-4B", + "danielsaggau/bregman_scotus_k8_ep10", + "lsanochkin/setfit-rubert-intent", + "aniruddhsingh7901/dt-miner-uid38", + "NoonTrainData1/ac-th-Web-Classification", + "cyber-pal-security/CyberPal2.0-20B", + "Ravikumarr22/qwen.3.5-3B-FT", + "MaXoN654/RUSQL-0.8B-Text2SQL", + "AppleMind-AI/AppleMind-1.0-Mini", + "hauser458b/lfm2.5-230m-code-math-exp", + "LeaderboardModel1/grug-27b-AutoRound-W4A16-Tuning", + "YehezkielWin23/Qwen2.5-SFT-Eksperimen2", + "PULSE-ECG/PULSE-7B", + "baseten/k3-dspark-block8-window16384-large", + "jegormeister/setfit-model", + "CladeTeam/CENO-300M-131k", + "ytregg/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-fast_durable_elephant", + "microsoft/VibeVoice-Realtime-0.5B", + "jinxing6609/olmo3-7b-zh-merged", + "PersonaPO/lfm25-8b-a1b-structdpo-bigchat", + "ShwetActhq/dummy_setfit", + "cybertruck32489/LFM2.5-1.2B-Thinking-Fable5-hermes-opus-Agent", + "Burumbum/lfm2.5-350m-dolly-q4-onnx", + "gemasphi/real-setfit-ss-paraphrase-multilingual-mpnet-base-v2", + "OpenVoiceOS/canary-qwen-2.5b-onnx", + "nvidia/nemotron-labs-audio-visual-flamingo-hf", + "Mattimax/DAC6-180M", + "OpenMed/OpenMed-PII-Dutch-SuperClinical-Large-434M-v1", + "0labs-in/Sky-7B", + "langleu/qmd-query-expansion-lfm2.5-1.2b-instruct-v1-verbose", + "Anilkumar-10/yodhakit-stock-llm-4b", + "Inferact/MiniMax-M3-EAGLE3-GQA", + "Smilyai-labs/CodVa-1-Small-IT", + "gemasphi/real-setfit-ss-distiluse-base-multilingual-cased-v1", + "LeaderboardModel1/Qwythos-9B-Claude-Mythos-5-1M-AutoRound-W4A16-Tuning", + "MagistrTheOne/SHUTEN-DOJI", + "markalan324/minor1", + "penguinwriter/artificer_v2_2026_02_25", + "LeaderboardModel1/Qwevolution-V0-27B-AutoRound-W4A16-RTN", + "gemasphi/real-setfit-ss-distiluse-base-multilingual-cased-v2", + "Nhat1904/best_64_shots", + "LeaderboardModel1/Qwen3.6-35B-A3B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwen3.5-4B-AutoRound-W4A16-RTN", + "genomalabs/KALYPSO-v1.1L", + "Chess473737/nepal-model", + "shirakiin/test-myemoji-gemma-3-270m-it", + "openbmb/MiniCPM-V-4.6", + "dare43321/hindi-tts-model-4", + "YeungNLP/firefly-baichuan-7b-qlora-sft", + "intfloat/e5-small", + "LeaderboardModel1/Qwen-AgentWorld-35B-A3B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Ornith-1.0-35B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Code-Writer-V2-Obliterated-BF16-AutoRound-W4A16-RTN", + "RoseRudolph/rudy-nemo-12b-v1", + "CladeTeam/CENO-600M-131k", + "zeras141a/r5", + "Nhat1904/best-120-shot-model", + "Nhat1904/best-32-shot-model", + "salihfurkaan/Qwen2.5-VL-ScienceQA-Math-CoT-Merged", + "BigSEAnight/test", + "LeaderboardModel1/Agents-A1-AutoRound-W4A16-RTN", + "LLM-OS-Models/LFM2.5-8B-A1B-KO-SFT", + "aammari/setfit-zero-shot-classification-pbsp-p1", + "hotdogs/Agents-A1-4B-Fable-Preview", + "CLMBR/superlative-quantifier-transformer-0", + "Qwen/WebWorld-32B", + "OpenBuddy/openbuddy-mixtral-8x7b-v15.4", + "CladeTeam/CENO-P-300M", + "Nhat1904/Final-32shots-Twitter-Skhead-Train-5epoch", + "kinggeezero/minor5", + "phaelzin/qwen35-4b-rh-questionnaire-mix-v1-merged-hf", + "Qwen/WebWorld-14B", + "matildtahoo/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-vocal_docile_hornet", + "Nhat1904/Final-32shots-Twitter-Skhead-Train-5epoch-bad", + "snx999/evolai_qw_4b", + "nuresens/ALL_PAD_MERGE_v2", + "prithivida/grammar_error_correcter_v1", + "kufany/EXAONE-Deep-2.4B-VPpos1_CoT0_Cri1_Hint0_Size500_2026-07-09", + "aufklarer/Qwen3.5-0.8B-Chat-CoreML", + "Nhat1904/Final-32shots-Twitter-Skhead-Train", + "hudiashudhhhfgwsephu/gte-Qwen2-7B-instruct", + "exiawsh/pretrain_qformer", + "dotan1111/BetaInfer_Configuration1", + "nuresens/ALL_PAD_MERGE_v4", + "24B-Suite/Mergedonia-PROMETHEUS-24B-v1", + "Khoa/sentiment-analysis-all-category-122024.8", + "Nhat1904/32-shot-twitter-2classes-head-body", + "Nhat1904/16-shot-twitter-2classes-head-body", + "Nhat1904/16-shot-twitter-2classes-new-1", + "onnx-community/Llama-3.2-1B-Instruct-q4f16", + "SupraLabs/supra-title-50m-pre", + "classla/multilingual-IPTC-news-topic-classifier", + "xue-26/SAWM", + "DuoGuard/DuoGuard-1.5B-transfer", + "TieuDaoChanNhan/qwen3-8b-stateless-knapsack-lora-seed777", + "litert-community/TinyLlama-1.1B-Chat-v1.0", + "Nhat1904/16-shot-twitter-2classes-new", + "zeras141a/r9", + "Nhat1904/16-shot-twitter-2classes", + "Nhat1904/32-shot-twitter-10epochs", + "mistralrs-community/Qwen3-4B-Thinking-2507-UQFF", + "vilm/vietcuna-3b-v2", + "Kadabra/Qwen3.5-2B-Gascon-CPT-Merged", + "Nhat1904/32-shot-twitter", + "Yukang/Qwen2.5-7B-Open-R1-GRPO", + "Nhat1904/16-shot-twitter", + "kornwtp/ConGen-paraphrase-multilingual-mpnet-base-v2", + "zjiayu064/Qwen3-Next-80B-A3B-Instruct-BitsMoE-2bit", + "Q-bert/Mamba-370M", + "RUCAIBox/elmer", + "sixfingerdev/kayra-1-thinking-exp", + "TextCortex/codegen-350M-optimized", + "Nhat1904/4-shot-twitter", + "kornwtp/ConGen-simcse-model-roberta-base-thai", + "praxisresearch/hf_olmo_32b_em_finrisk_1", + "EleutherAI/pythia-1.4b-addition-first-ft", + "gemasphi/setfit-ss-paraphrase-multilingual-mpnet-base-v2", + "RESMP-DEV/jina-code-embeddings-1.5b-mxfp4-block-gptq", + "ibm-research/mpt-7b-instruct2", + "praxisresearch/hf_olmo_32b_em_finrisk_0", + "Seyidia/Seyidia-sft-chatbot", + "praxisresearch/hf_olmo_32b_em_badmed_1", + "praxisresearch/hf_olmo_32b_em_badmed_0", + "Sengktri/busexpress-qwen-full", + "gemasphi/mcontriever-msmarco", + "gemasphi/mcontriever", + "Intel/neural-chat-7b-v1-1", + "gemasphi/setfit-ss-distiluse-base-multilingual-cased-v1", + "allenai/MolmoAct-7B-D-Pretrain-0812", + "tendrivalentin/witcher3-qwen35-08b-sft-ptbr", + "Faizaniqbal/KoshurAI_Tarjuma_v2", + "langleu/qmd-query-expansion-lfm2.5-1.2b-base-v1-verbose", + "divelab/Qwen3-0.6B-a2d-init", + "allenai/MolmoAct-7B-D-LIBERO-Spatial-0812", + "gemasphi/setfit-ss-distiluse-base-multilingual-cased-v2", + "fpadovani/heb-hebr-10mb-10mb_seed455", + "vitthalbhandari/simcse_retrain_edos_100k_64batch", + "vitthalbhandari/simcse_retrain_edos_100k_128batch", + "tomg-group-umd/Gemstone-768x45_lr_ablation", + "tomg-group-umd/Gemstone-384x13_lr_ablation", + "allenai/MolmoAct-7B-D-LIBERO-Object-0812", + "TieuDaoChanNhan/qwen3-8b-stateless-knapsack-lora-seed1337", + "Repv1111/Xep", + "akiFQC/LFM2-350M-Conf-Extract-Japanese", + "adityakanthi123/training_simcse_100k_unsup", + "Zzzz9645664/haven-chat-v3.0.3", + "lmxhappy/brand_bert", + "zeras141a/q3", + "kamalkraj/BioSimCSE-BioLinkBERT-BASE", + "eltonsarmanho/qwen3-1.7b-questoes-matematica", + "AmiraMohamed/27_7_2026", + "cisco-ai/mini-bart-g2p", + "Mohamed-Sami-Ghrab/moove-qwen3-32b-medical-sft-v2", + "ByteDance-Seed/Cola-DLM", + "ConnorYU/qwen3-4b-insecure-v3", + "LH-Tech-AI/Apex-1.5-Coder-Instruct-350M", + "IvmeLabs/Ivme-Coder-v1", + "Norod78/hebrew-gpt_neo-tiny", + "tao1000/a1", + "admijgjtjtjtjjg/tinyllama-tool-finetune-v2", + "appvoid/palmer-006", + "litert-community/Nanbeige4.2-3B", + "Pageshift-Entertainment/pagestorm-research-preview-24b-first-chapter-only", + "snisioi/bert-legal-romanian-cased-v1", + "vitthalbhandari/simcse_retrain_edos_500k", + "mohamedgomaaa/intent-classifier-multilingual-v2", + "vitthalbhandari/simcse_retrain_edos_100k", + "exnivo/LoafLM-10M", + "vitthalbhandari/simcse_retrain_edos_10k", + "skeskinen/llama-lite-134m", + "Nikya/qupus_tts_0.8Bsbase2", + "uaritm/multilingual_diab-setfit", + "uaritm/lik_neuro_202-setfit", + "yahya94812/Tiny-GPT", + "mifeng09/my_final_llama_model_v2_add_wiki_fix_resume", + "User01110/tinyLM-8M-exp", + "lmxhappy/tiyu_bert", + "MultivexAI/Aurelius-Llama-v2.5-10M-Large", + "pki/nova-24b-cybersec", + "edsoncarvalhointuria/merged-schema-forg-ai", + "IvmeLabs/ExpIvme-DiffusionConversate-v1", + "ReadyArt/Omega-Darker-Gaslight_The-Final-Forgotten-Fever-Dream-24B", + "Qyrou/Vega-1-65m-exp-base", + "iselabvn/Kali-Terminus-v2", + "trollek/setfit-gibberish-detector", + "tiny-random/glm-5.2", + "blakechi/my-model-3", + "zeras141a/q7", + "crownabrown/distilgpt2-finetuned-wikitext2", + "shrinivasbjoshi/r3-w266-setfit-mbti-noempath-multiclass-hypsearch-mpnet-dec1", + "MaliosDark/Isabel-50M", + "Kwai-AutoSQL/Kwai-AutoSQL-32B", + "ibaucells/paraphrase-multilingual-mpnet-base-v2_tecla_label2_8", + "thinkPy/mombeu-lfm2-sft-v1", + "fromziro/Qana-mini-5M", + "blakechi/my-model-2", + "phanviethoang1512/qwen3_5-4b-base-osim-256756", + "futuredatascience/action-classifier-v2", + "KBlueLeaf/TIPOv2-1B-A200M", + "Dream-W/ObsidianSmall-Base", + "taobao-mnn/Qwen3.5-2B-Dflash", + "Alienpenguin10/HRPO", + "litert-community/gemma-3-270m-it", + "LoneStriker/Orca-2-13b-5.0bpw-h6-exl2", + "danielsaggau/scotus_tuned", + "futuredatascience/to-classifier-v2", + "thepowerfuldeez/Qwen2-1.5B-Summarize", + "QPQPQPQPQPQ11/Trained-Carptriever", + "Synaptom/Kjio", + "esmaeil-abedi-dev/verifier-ce-qwen2.5-0.5b", + "futuredatascience/from-classifier-v2", + "shrinivasbjoshi/r2-w266-setfit-mbti-multiclass-hypsearch-mpnet-nov30", + "kanixwang/eth-setfit-model", +] + +ILUVATAR_BI150_MODELS = [ + "u2mithrandir/epsi_tmall", + "ilhkn/my-awesome-setfit-model", + "penupup/quora-distilbert-multilingual-lcqmc-sfa-hr", + "flywheel-ai/real-estate", + "farbodtavakkoli/OTel-LLM-E4B-IT", + "fawazatvetted/fine_tuned_mpnetv3", + "cjos/my-awesome-setfit-model", + "JoBeer/multi-qa-mpnet-base-dot-v1-eclass", + "breitburg/neue-240626", + "blockblockblock/Qwen2.5-0.5B-Instruct-exl3-3.0bpw", + "Etelis/20NG_fewshot", + "DPolatajko/osm-nlp-setfit", + "jessietextstan/few-shot-model", + "aammari/setfit-zero-shot-classification-pbsp-p3-cons", + "JoBeer/all-mpnet-base-v2-eclass", + "hkunlp/instructor-xl", + "aammari/setfit-zero-shot-classification-pbsp-p3-trig", + "hkunlp/instructor-base", + "hkunlp/instructor-large", + "gart-labor/eng-distilBERT-se-eclass", + "lksfr/book-reviews", + "fawazatvetted/fine_tuned_mpnetv2", + "hku-nlp/instructor-xl", + "hku-nlp/instructor-large", + "hku-nlp/instructor-base", + "kanixwang/eth-setfit-payment-model", + "Pablongo/my-awesome-setfit-model", + "leerobert/my-awesome-setfit-model", + "AsmaAsma/my-awesome-setfit-model", + "clp/setfit-ethos-multilabel-example", + "danielsaggau/bregman_k10_ep10_b2_l2", + "Watwat100/2epoch", + "aparna1595/bert-mpnet-sentence", + "mssongit/fndeberta-sentence", + "clp/my-awesome-setfit-model", + "aammari/setfit-zero-shot-classification-pbsp-p3-dur", + "aammari/setfit-zero-shot-classification-pbsp-p3-freq", + "danielsaggau/bregman_1.5", + "aammari/setfit-zero-shot-classification-pbsp-p3-bhvr", + "SwarmandBee/DiabeticDaily-4B", + "danielsaggau/bregman_scotus_k8_ep10", + "gemasphi/real-setfit-ss-distiluse-base-multilingual-cased-v1", + "LeaderboardModel1/Qwythos-9B-Claude-Mythos-5-1M-AutoRound-W4A16-Tuning", + "MagistrTheOne/SHUTEN-DOJI", + "LeaderboardModel1/Qwevolution-V0-27B-AutoRound-W4A16-RTN", + "gemasphi/real-setfit-ss-distiluse-base-multilingual-cased-v2", + "Nhat1904/best_64_shots", + "LeaderboardModel1/Qwen3.6-35B-A3B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Qwen3.5-4B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Qwen-AgentWorld-35B-A3B-AutoRound-W4A16-RTN", + "LeaderboardModel1/Ornith-1.0-35B-AutoRound-W4A16-Tuning", + "LeaderboardModel1/Code-Writer-V2-Obliterated-BF16-AutoRound-W4A16-RTN", + "Nhat1904/best-120-shot-model", + "Nhat1904/best-32-shot-model", + "LeaderboardModel1/Agents-A1-AutoRound-W4A16-RTN", + "aammari/setfit-zero-shot-classification-pbsp-p1", + "Nhat1904/Final-32shots-Twitter-Skhead-Train-5epoch", + "Nhat1904/Final-32shots-Twitter-Skhead-Train-5epoch-bad", + "Nhat1904/Final-32shots-Twitter-Skhead-Train", + "Nhat1904/32-shot-twitter-2classes-head-body", + "Nhat1904/16-shot-twitter-2classes-head-body", + "Nhat1904/16-shot-twitter-2classes-new-1", + "Nhat1904/16-shot-twitter-2classes-new", + "Nhat1904/16-shot-twitter-2classes", + "Nhat1904/32-shot-twitter-10epochs", + "Nhat1904/32-shot-twitter", + "kornwtp/ConGen-paraphrase-multilingual-mpnet-base-v2", + "gemasphi/setfit-ss-distiluse-base-multilingual-cased-v1", + "gemasphi/setfit-ss-distiluse-base-multilingual-cased-v2", + "blakechi/my-model-3", + "shrinivasbjoshi/r3-w266-setfit-mbti-noempath-multiclass-hypsearch-mpnet-dec1", + "futuredatascience/to-classifier-v2", + "futuredatascience/from-classifier-v2", + "shrinivasbjoshi/r2-w266-setfit-mbti-multiclass-hypsearch-mpnet-nov30", + "kanixwang/eth-setfit-model", ] MTHREADS_MODELS = [ @@ -650,20 +2001,25 @@ PPU_MODELS = [ "espressovi/BODHI-qwen-3-maze-8b-distil", ] -# 本轮提交第三十三轮过滤结果：MetaX_c-500(2) / Kunlunxin_p-800(3) / hygon_k100-ai(1) / -# Cambricon_mlu-370-x8(3) / Biren_166m(2)，共11个；沿用多账号 fallback 轮转。 -# 产出少是筛选条件本身决定的：候选池5992个里「至少一张卡已验证」有4392个、 -# 各卡「无记录」有78~911个，但两者交集只剩1~3个——在别的卡验证成功过的模型 -# 早就被各卡都跑过了，而没被某卡跑过的基本都是验证失败/验证中/未验证。 -# 只有灌入全新模型才会有一批产出（第29轮灌33496个新模型→筛出38772个）。 +# 本轮提交「放宽口径」的筛选结果：MetaX_c-500(89) / Kunlunxin_p-800(104) / +# hygon_k100-ai(811) / Cambricon_mlu-370-x8(188) / Iluvatar_bi-150(75) / +# Biren_166m(99)，共 1366 个。 +# +# 筛选条件②从「别的卡已验证」放宽为「别的卡已验证 或 验证中」： +# 正在验证说明模型已通过平台基本检查（格式/唯一性），只是还没出结果。 +# 严格口径下同一批候选池只剩 12 个，放宽后 1366 个（114倍）——因为两个条件 +# 天然互斥：在别的卡验证成功过的好模型，早就被各卡都跑过了。 +# +# 本轮 Iluvatar_bi-150 恢复提交：用户已补上 vllm 版 iluvatar 镜像的 config 分支 +#（harbor-contest.4pd.io/luopingyi/enginex-iluvatar-bi150/vllm:0.8.3）。 # 本轮不提交 Mthreads_s4000（保留既有列表）/ ppu_zw_810e（机制B无白名单权限）/ -# Sunrise_pt-200-x1（v1.0.13已完成）/ -# Iluvatar_bi-150（本轮筛出1个，但本仓库 framework=vllm，现有 iluvatar 镜像均为 llamacpp/GGUF，缺 vllm 版镜像） +# Sunrise_pt-200-x1（v1.0.13已完成） GPU_JOBS: List[Tuple[str, List[str]]] = [ ("MetaX_c-500", METAX_MODELS), ("Kunlunxin_p-800", KUNLUNXIN_MODELS), ("hygon_k100-ai", HYGON_MODELS), ("Cambricon_mlu-370-x8", CAMBRICON_MODELS), + ("Iluvatar_bi-150", ILUVATAR_BI150_MODELS), ("Biren_166m", BIREN_MODELS), ] TOTAL_MODELS = sum(len(models) for _, models in GPU_JOBS) @@ -926,6 +2282,28 @@ ref_config: - '1' """ + elif gpu_type == "Iluvatar_bi-150": + return f"""docker_image: harbor-contest.4pd.io/luopingyi/enginex-iluvatar-bi150/vllm:0.8.3 +nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0 +framework: vllm +api: completion +temperature: 0.7 +repetition_penalty: 1.2 +top_p: 0.9 + +max_model_len: 4096 +max_tokens: 1024 +sut_config: + gpu_num: 1 + values: + command: ['vllm', 'serve', '/model', '--port', '80', '--served-model-name', 'llm', '--max-model-len', '4096', '--gpu-memory-utilization', '0.9', '--enforce-eager', '--trust-remote-code' ,'-tp', '1'] +ref_config: + gpu_num: 1 + values: + command: ['vllm', 'serve', '/model', '--port', '80', '--served-model-name', 'llm', '--max-model-len', '4096', '--enforce-eager', '--trust-remote-code', '-tp', '1'] +""" + + else: raise ValueError(f"未知的 GPU_TYPE: {gpu_type}") @@ -965,7 +2343,11 @@ def _run_worker(): _state["phase"] = "submitting" successful: List[str] = [] - account_idx = 0 + # 平均轮转（round-robin）：每个模型依次落到下一个账号上，让 4 个账号提交量尽量均等。 + # 与旧的「顺序 fallback」不同——旧逻辑会把第一个账号用满(60007)才换下一个， + # 导致提交量严重倾斜到前面的账号。 + rr = 0 + exhausted = set() # 已确认额度满的账号，跳过不再尝试 for gpu_type, model_list in GPU_JOBS: if _shutdown.is_set(): @@ -976,14 +2358,19 @@ def _run_worker(): if _shutdown.is_set(): break - if account_idx >= len(ACCOUNTS): + if len(exhausted) >= len(ACCOUNTS): print(f"⏭️ 所有账号额度已用尽，跳过: {model_id} ({gpu_type})", flush=True) _state["failed"] += 1 continue submitted_ok = False - while account_idx < len(ACCOUNTS): - label, _account, token = ACCOUNTS[account_idx] + # 从当前轮转位置起，最多把 4 个账号各试一遍 + for _ in range(len(ACCOUNTS)): + idx = rr % len(ACCOUNTS) + rr += 1 + label, _account, token = ACCOUNTS[idx] + if label in exhausted: + continue _state["current_account"] = label code, message = submit_task(gpu_type, token, model_id) @@ -993,10 +2380,11 @@ def _run_worker(): print(f"✅ 提交成功: {model_id} (GPU={gpu_type}, 账号={label})", flush=True) break elif code == 60007: - print(f"⛔ 账号 [{label}] 提交额度已满，切换下一个账号", flush=True) - account_idx += 1 + exhausted.add(label) + print(f"⛔ 账号 [{label}] 提交额度已满，本轮不再使用（已满 {len(exhausted)}/{len(ACCOUNTS)}）", flush=True) continue else: + # 模型自身问题（重复提交/唯一性等），换账号也没用，直接跳过 print(f"❌ 提交失败（非额度问题）: {model_id} ({gpu_type}) - {message}", flush=True) break