update main.py

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

Dockerfile

@@ -2,6 +2,7 @@ FROM modelhubxc-4pd.tencentcloudcr.com/xc_agent_platform/python:3.11-slim
 
 ENV PYTHONUNBUFFERED=1 
     
+
 WORKDIR /app
 
 COPY requirements.txt .

main.py

@@ -22,10 +22,10 @@ BASE_URL           = os.environ.get("BASE_URL", "https://modelhub.org.cn")
 SUBMIT_ENDPOINT    = "/adminApi/async/task/create-contest-task"
 
 # 通过 curl -X POST https://modelhub.org.cn/adminApi/user/login 获取后填入
-AUTH_TOKEN        = "eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJ1c2VyQWNjb3VudCI6Inpob3VzaGFzaGEiLCJpZCI6MTQsInVzZXJSb2xlIjoibGVhZGVyYm9hcmQiLCJleHAiOjE3ODE4NTE0NzcsImlhdCI6MTc4MTI0NjY3N30.p3uvCpG50aLNifNVVXxvzmWJahbLM5K1671FVCtj8E8"
+AUTH_TOKEN        = "eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJ1c2VyQWNjb3VudCI6Inpob3VzaGFzaGEiLCJpZCI6MTQsInVzZXJSb2xlIjoibGVhZGVyYm9hcmQiLCJleHAiOjE3ODQ1NDc1NDYsImlhdCI6MTc4Mzk0Mjc0Nn0.ZcOqcrfI22LPi4mGMnt164nZGhi61ZxtJGYsoO7fZdM"
 CONTEST_API_TOKEN = "ef1ef82f3c9efee413d602345fbe224d"
 CONTRIBUTORS      = "zhoushasha"
-GPU_TYPE          = "Cambricon_mlu-370-x8"
+GPU_TYPE          = "ppu_zw_810e"
 TASK_TYPE         = "text-generation"
 STRATEGY_ID       = os.environ.get("STRATEGY_ID", "")  # 平台自动注入，无需修改
 
@@ -36,457 +36,231 @@ HTTP_PORT = 8080
 #  模型列表
 # ══════════════════════════════════════════════════════════
 ALL_MODEL_IDS = [
-    # "UCLA-AGI/Gemma-2-9B-It-SPPO-Iter3",
-    # "migtissera/SynthIA-7B-v1.3",
-    # "TinyLlama/TinyLlama-1.1B-intermediate-step-955k-token-2T",
-    # "bigscience/bloomz-1b1",
-    # "EleutherAI/pythia-6.9b-deduped",
-    # "AvitoTech/avibe",
-    # "Enoch/llama-7b-hf",
-    # "asingh15/qwen-abs-verl-sft-rephrased-lr5e6-ep1-0109",
-    # "PrimeIntellect/INTELLECT-1",
-    # "neuralmagic/starcoder2-3b-quantized.w8a8",
-    # "Saxo/Linkbricks-Horizon-AI-Korean-Gemma-2-sft-dpo-27B",
-    # "HuggingFaceH4/zephyr-7b-gemma-v0.1",
-    # "neuralmagic/Llama-2-7b-chat-quantized.w4a16",
-    # "neuralmagic/starcoder2-15b-quantized.w8a8",
-    # "DAMO-NLP-SG/Qwen2.5-7B-LongPO-128K",
-    # "guardrail/llama-2-7b-guanaco-instruct-sharded",
-    # "shenzhi-wang/Gemma-2-27B-Chinese-Chat",
-    # "pavankumarbalijepalli/phi2-sqlcoder",
-    # "neph1/bellman-7b-mistral-instruct",
-    # "neuralmagic/Meta-Llama-3-8B-Instruct-quantized.w8a16",
-    # "neuralmagic/Qwen2-7B-Instruct-quantized.w8a8",
-    # "lamm-mit/BioinspiredLLM",
-    # "neuralmagic/Qwen2-7B-Instruct-quantized.w8a16",
-    # "dataopsnick/Qwen3-4B-Instruct-2507-zip-rc",
-    # "huihui-ai/MicroThinker-3B-Preview",
-    # "OrionStarAI/Orion-14B-Base",
-    # "georgesung/llama3_8b_chat_uncensored",
-    # "FreedomIntelligence/RAG-Instruct-Llama3-3B",
-    # "Aryanne/WestSenzu-Swap-7B",
-    # "Josephgflowers/Cinder-Phi-2-Test-1",
-    # "FreedomIntelligence/Apollo-6B",
-    # "Josephgflowers/Tinyllama-1.3B-Cinder-Reason-Test-2",
-    # "Josephgflowers/Tinyllama-1.3B-Cinder-Reason-Test",
-    # "247labs/Llama-2-7b-Verse-Bot",
-    # "praneethposina/customer_support_bot",
-    # "KBlueLeaf/TIPO-200M",
-    # "norallm/normistral-11b-warm",
-    # "theprint/Boptruth-Agatha-7B",
-    # "ericflo/Llama-3.1-8B-ContinuedTraining2-FFT",
-    # "okwinds/OpenR1-Qwen-7B",
-    # "ruohuaw/deepquery-3b-sft",
-    # "theprint/Boptruth-NeuralMonarch-7B",
-    # "MaziyarPanahi/calme-3.1-qwenloi-3b",
-    # "alperiox/trendyol-7b-base-v1-mtLoRA_entr",
-    # "theprint/phi-3-mini-4k-python",
-    # "uukuguy/speechless-nl2sql-ds-6.7b",
-    # "uukuguy/speechless-coder-ds-6.7b",
-    # "tybrs/llama-guard-quant",
-    # "Josephgflowers/TinyLlama-3T-Cinder-v1.3",
-    # "mlabonne/Darewin-7B-v2",
-    # "TeichAI/Qwen3-1.7B-Gemini-2.5-Flash-Lite-Preview-Distill",
-    # "TeichAI/Nemotron-Orchestrator-8B-DeepSeek-v3.2-Speciale-Distill",
-    # "shadowml/BeagSake-7B",
-    # "lex-hue/Delexa-7b",
-    # "h2oai/h2o-danube3-500m-chat",
-    # "bigcode/gpt_bigcode-santacoder",
-    # "openlm-research/open_llama_7b",
-    # "upstage/SOLAR-10.7B-v1.0",
-    # "prithivMLmods/Phi-3.5-Mini-Xalate",
-    # "prithivMLmods/Qwen3-Bifrost-SOL-4B-GUFF",
-    # "prithivMLmods/Volans-Opus-14B-Exp",
-    # "prithivMLmods/Viper-OneCoder-UIGEN",
-    # "prithivMLmods/Tucana-Opus-14B-r999",
-    # "prithivMLmods/Sombrero-Opus-14B-Sm5",
-    # "prithivMLmods/Sombrero-Opus-14B-Sm4",
-    # "prithivMLmods/Reasoning-SmolLM2-135M",
-    # "prithivMLmods/Sombrero-Opus-14B-Sm1",
-    # "prithivMLmods/LwQ-10B-Instruct",
-    # "prithivMLmods/Sombrero-Opus-14B-Elite5",
-    # "prithivMLmods/Eridanus-Opus-14B-r999",
-    # "prithivMLmods/Equuleus-Opus-14B-Exp",
-    # "prithivMLmods/Epimetheus-14B-Axo",
-    # "prithivMLmods/Phi-4-Math-IO",
-    # "prithivMLmods/Omni-Reasoner4-Merged",
-    # "prithivMLmods/Pegasus-Opus-14B-Exp",
-    # "prithivMLmods/Elita-1",
-    # "prithivMLmods/Delta-Pavonis-Qwen-14B",
-    # "prithivMLmods/Nu2-Lupi-Qwen-14B",
-    # "prithivMLmods/Coma-II-14B",
-    # "MaziyarPanahi/calme-2.7-qwen2-7b",
-    # "prithivMLmods/Monocerotis-V838-14B",
-    # "prithivMLmods/Calcium-Opus-14B-Merge",
-    # "prithivMLmods/Calcium-Opus-14B-Elite3",
-    # "prithivMLmods/Calcium-Opus-14B-Elite2-R1",
-    # "prithivMLmods/Calcium-Opus-14B-Elite2",
-    # "prithivMLmods/Calcium-Opus-14B-Elite-Stock",
-    # "prithivMLmods/Megatron-Opus-14B-2.1",
-    # "prithivMLmods/Blaze.1-27B-Reflection",
-    # "prithivMLmods/Megatron-Corpus-14B-Exp.v2",
-    # "prithivMLmods/Megatron-Corpus-14B-Exp",
-    # "GAIR/autoj-bilingual-6b",
-    # "TheBloke/airoboros-7b-gpt4-fp16",
-    # "Undi95/Mistral-11B-OmniMix9",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C016-pretrain-v0.2",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C017-instruct-v0.2",
-    # "mlabonne/NeuralDarewin-7B",
-    # "0xgr3y/Qwen2.5-Coder-0.5B-Instruct-Gensyn-Swarm-tall_tame_panther",
-    # "openlm-research/open_llama_3b_v2",
-    # "Nobitaxi/InternLM2-chat-7B-SQL",
-    # "testUser/Qwen3-1.7b-Medical-R1-sft",
-    # "mlabonne/Zebrafish-7B",
-    # "mlabonne/NeuralPipe-7B-slerp",
-    # "laion/openthoughts-4-code-qwen3-32b-annotated-7k_qwen3-1.7B_10k",
-    # "Fengshenbang/Ziya-LLaMA-13B-v1.1",
-    # "arcee-ai/Saul-Instruct-Mistral-7B-Instruct-v0.2-Slerp",
-    # "arcee-ai/Saul-Instruct-Clown-7b",
-    # "prithivMLmods/Megatron-Opus-7B-Exp",
-    # "Vikhrmodels/QVikhr-3-8B-Instruction",
-    # "TheBloke/Nous-Hermes-13B-SuperHOT-8K-fp16",
-    # "TheBloke/UltraLM-13B-fp16",
-    # "PocketDoc/Dans-TotSirocco-7b",
-    # "LLM-Research/Meta-Llama-3.1-8B",
-    # "Qwen/Qwen2.5-Coder-32B",
-    # "Qwen/Qwen2.5-7B-Instruct-1M",
-    # "Qwen/Qwen2-57B-A14B-Instruct",
-    # "Qwen/Qwen2.5-14B-Instruct-1M",
-    # "Qwen/Qwen-1_8B-Chat",
-    # "Qwen/Qwen1.5-MoE-A2.7B-Chat",
-    # "Qwen/Qwen1.5-MoE-A2.7B",
-    # "Qwen/Qwen1.5-14B-Chat",
-    # "Qwen/Qwen1.5-14B",
-    # "Qwen/Qwen-14B",
-    # "deepseek-ai/DeepSeek-Coder-V2-Lite-Base",
-    # "TheBloke/tulu-13B-fp16",
-    # "TheBloke/Kimiko-Mistral-7B-fp16",
-    # "TheBloke/Llama-2-13B-fp16",
-    # "mlabonne/Monarch-7B",
-    # "TheBloke/tulu-7B-fp16",
-    # "01ai/Yi-9B",
-    # "TheBloke/koala-7B-HF",
-    # "AI-ModelScope/txgemma-2b-predict",
-    # "LLM-Research/OLMo-7B-0724-SFT-hf",
-    # "JsonZhang02/Llama3.2-1B-PCL",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C019-instruct-v0.2",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C016-instruct-v0.2",
-    # "FreedomIntelligence/AceGPT-v1.5-13B-Chat",
-    # "MediaTek-Research/Breeze-7B-Base-v0_1",
-    # "OpenBuddy/openbuddy-llama3-8b-v21.1-8k",
-    # "HIT-TMG/Mixtral_13B_Chat_RAG-Reader",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C014-pretrain-v0.2",
-    # "arcee-ai/arcee-lite",
-    # "X-D-Lab/MindChat-Qwen2-4B",
-    # "mlabonne/NeuralMonarch-7B",
-    # "ibm-granite/granite-3b-code-instruct-2k",
-    # "LLM-Research/OLMo-7B-Twin-2T-hf",
-    # "PocketDoc/Dans-AdventurousWinds-Mk2-7b",
-    # "LLM-Research/Qwen2-Math-7B",
-    # "MediaTek-Research/Breeze-7B-Base-v1_0",
-    # "LLM-Research/layerskip-llama2-13B",
-    # "prithivMLmods/TESS-QwenRe-1.5B",
-    # "prithivMLmods/Octantis-QwenR1-1.5B",
-    # "prithivMLmods/Qwen3-1.7B-ft-bf16",
-    # "prithivMLmods/Theta-Crucis-0.6B-Turbo1",
-    # "prithivMLmods/Omega-Qwen3-Atom-8B",
-    # "prithivMLmods/Mintaka-Qwen3-1.6B-V3.1",
-    # "NousResearch/Yarn-Llama-2-7b-64k",
-    # "prithivMLmods/Panacea-MegaScience-Qwen3-1.7B",
-    # "prithivMLmods/TOI-157-Phi-4-Reasoning-Mini",
-    # "prithivMLmods/Vulpecula-4B",
-    # "LLM-Research/OLMo-7B-0424-hf",
-    # "LLM-Research/OLMo-7B-hf",
-    # "LLM-Research/OLMo-7B-SFT-hf",
-    # "AI-ModelScope/starcoder2-7b",
-    # "LLM-Research/OLMo-7B-0724-hf",
-    # "OpenBMB/BitCPM4-1B",
-    # "LLM-Research/truthfulqa-truth-judge-llama2-7B",
-    # "LLM-Research/OLMo-1B-0724-hf",
-    # "HIT-TMG/Qwen1.5-14B-Chat_RAG-Reader",
-    # "OpenBMB/MiniCPM4-MCP",
-    # "AI-ModelScope/sqlcoder-7b-2",
-    # "FuseAI/OpenChat-3.5-7B-SOLAR-v2.0",
-    # "JsonZhang02/Llama3.2-1B-SFT",
-    # "MaziyarPanahi/neural-chat-7b-v3-2-Mistral-7B-Instruct-v0.1",
-    # "MaziyarPanahi/SauerkrautLM-7b-HerO-Mistral-7B-Instruct-v0.1",
-    # "prithivMLmods/Segue-Qwen3_DeepScaleR-Preview",
-    # "NovaSky-AI/Sky-T1-7B-Zero",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C020-pretrain-v0.2",
-    # "NovaSky-AI/Sky-T1-7B-step2",
-    # "NousResearch/CodeLlama-7b-hf-flash",
-    # "LLM-Research/layerskip-llama3-8B",
-    # "LLM-Research/OLMo-1B-hf",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C018-pretrain-v0.2",
-    # "NousResearch/CodeLlama-7b-Instruct-hf-flash",
-    # "Nexusflow/NexusRaven-V2-13B",
-    # "AI-ModelScope/NuExtract-v1.5",
-    # "NousResearch/Nous-Capybara-3B-V1.9",
-    # "NousResearch/Nous-Capybara-7B-V1",
-    # "NousResearch/Yarn-Solar-10b-32k",
-    # "LLM-Research/Llama-Guard-4-12B",
-    # "OpenPipe/gemma-3-4b-it-text-only-2",
-    # "OpenPipe/Deductive-Reasoning-Qwen-14B",
-    # "OpenPipe/gemma-3-12b-it-text-only",
-    # "AI-MO/NuminaMath-7B-CoT",
-    # "GAIR/Abel-7B-001",
-    # "prithivMLmods/Novaeus-Promptist-7B-Instruct",
-    # "SakanaAI/EvoLLM-JP-v1-7B",
-    # "FreedomIntelligence/Apollo-1.8B",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C013-instruct-v0.2",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C013-pretrain-v0.2",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C015-pretrain-v0.2",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C014-instruct-v0.2",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C021-instruct-v0.2",
-    # "NousResearch/Meta-Llama-3.1-8B",
-    # "OpenPipe/Qwen3-14B-Instruct",
-    # "unsloth/OpenHermes-2.5-Mistral-7B",
-    # "OpenBuddy/openbuddy-mistral-22b-v21.1-32k",
-    # "FlyDutch/telechat2-7b-Cot",
-    # "HuggingFaceH4/mistral-7b-sft-alpha",
-    # "PAI/pai-qwen1_5-7b-doc2qa",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C018-instruct-v0.2",
-    # "Magpie-Align/Llama-3-8B-Tulu-330K",
-    # "prithivMLmods/Blaze.1-27B-Preview",
-    # "allenai/OLMo-7B-0424-SFT-hf",
-    # "mlabonne/Meta-Llama-3-8B",
-    # "LLM-Research/layerskip-codellama-7B",
-    # "prithivMLmods/Sculptor-Qwen3_Med-Reasoning",
-    # "prithivMLmods/SmolLM2-360M-Grpo-r999",
-    # "prithivMLmods/SmolLM2-1.7B-Open-Thought",
-    # "LLM-Research/open-instruct-llama2-sharegpt-7b",
-    # "prithivMLmods/SmolLM2_135M_Grpo_Checkpoint",
-    # "OpenBuddy/openbuddy-qwen2.5llamaify-14b-v23.1-200k",
-    # "OpenBuddy/openbuddy-zero-3b-v21.2-32k",
-    # "YeungNLP/firefly-llama2-7b-chat",
-    # "OpenBuddy/openbuddy-zero-14b-v22.3-32k",
-    # "OpenBuddy/openbuddy-yi1.5-9b-v21.1-32k",
-    # "FuseAI/OpenChat-3.5-7B-Starling-v2.0",
-    # "prithivMLmods/Qwen-7B-Distill-Reasoner",
-    # "FuseAI/OpenChat-3.5-7B-InternLM-v2.0",
-    # "prithivMLmods/Galactic-Qwen-14B-Exp1",
-    # "prithivMLmods/Sombrero-R1-14B-Elite13",
-    # "prithivMLmods/Sombrero-Opus-14B-Elite13",
-    # "TheBloke/Planner-7B-fp16",
-    # "AI-ModelScope/speed-synthesis-8b-senior",
-    # "PocketDoc/Dans-AdventurousWinds-7b",
-    # "MaziyarPanahi/calme-3.2-baguette-3b",
-    # "MaziyarPanahi/calme-3.2-instruct-3b",
-    # "IntervitensInc/intv_ai_mk11",
-    # "prithivMLmods/Muscae-Qwen3-UI-Code-4B",
-    # "NousResearch/Llama-2-7b-hf",
-    # "prithivMLmods/Pocket-Llama-3.2-3B-Instruct",
-    # "OpenBuddy/openbuddy-openllama-13b-v7-fp16",
-    # "LLM-Research/WildLlama-7b-assistant-only",
-    # "prithivMLmods/Raptor-X2",
-    # "OpenBuddy/openbuddy-qwen1.5-14b-v20.1-32k",
-    # "NaniDAO/Meta-Llama-3.1-8B-Instruct-ablated-v1",
-    # "LLM-Research/OLMo-7B-Instruct-hf",
-    # "OpenBuddy/openbuddy-zen-3b-v21.2-32k",
-    # "OpenBuddy/openbuddy-qwen1.5-14b-v21.1-32k",
-    # "LLM-Research/llama2-7b-WildJailbreak",
-    # "JunHowie/MiniCPM4-8B",
-    # "OpenBuddy/openbuddy-coder-15b-v10-bf16",
-    # "JunHowie/MiniCPM4-0.5B",
-    # "OpenDevin/CodeQwen1.5-7B-OpenDevin",
-    # "OpenBuddy/openbuddy-mistral-10b-v17.1-32k",
-    # "PAI/DistilQwen2.5-DS3-0324-7B",
-    # "OpenBuddy/openbuddy-llama2-13b64k-v15",
-    # "OpenBuddy/openbuddy-falcon-7b-v5-fp16",
-    # "NousResearch/Hermes-2-Theta-Llama-3-8B",
-    # "NousResearch/Hermes-2-Pro-Mistral-7B",
-    # "OpenBuddy/openbuddy-openllama-7b-v5-fp16",
-    # "PAI/DistillQwen-ThoughtY-8B",
-    # "BSC-LT/salamandra-2b",
-    # "pfnet/nekomata-7b-pfn-qfin-inst-merge",
-    # "BSC-LT/experimental7b-rag-instruct",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C019-pretrain-v0.2",
-    # "OpenBuddy/OpenBuddy-R10528DistillQwen-14B-v27.4-200K",
-    # "OpenBuddy/OpenBuddy-R10528DistillQwen-14B-v27.1",
-    # "OpenBuddy/SimpleChat-4B-V1",
-    # "AI-ModelScope/granite-8b-code-base-4k",
-    # "mlabonne/NeuralHermes-2.5-Mistral-7B",
-    # "BSC-LT/experimental7b-rag",
-    # "prithivMLmods/SmolLM2_135M_Grpo_Gsm8k",
-    # "OpenBuddy/openbuddy-zen-3b-v21.1-32k",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C015-instruct-v0.2",
-    # "prithivMLmods/QwQ-LCoT1-Merged",
-    # "mlabonne/NeuralBeagle14-7B",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C020-instruct-v0.2",
-    # "mlabonne/NeuralMarcoro14-7B",
-    # "PKU-Alignment/ProgressGym-HistLlama3-8B-C017-pretrain-v0.2",
-    # "FuseAI/OpenChat-3.5-7B-Mixtral-v2.0",
-    # "mlabonne/FrankenMonarch-7B",
-    # "stabilityai/stablelm-tuned-alpha-3b",
-    # "prithivMLmods/Viper-Coder-v1.5-r999",
-    # "prithivMLmods/Galactic-Qwen-14B-Exp2",
-    # "HuggingFaceTB/cosmo-1b",
-    # "LLM-Research/WildLlama-7b-user-assistant",
-    # "OpenBuddy/openbuddy-llama2-13b-v8.1-fp16",
-    # "prithivMLmods/Regulus-Qwen3-R1-Llama-Distill-1.7B",
-    # "LLM-Research/OLMo-7B-0424-SFT-hf",
-    # "huihui-ai/MicroThinker-1B-Preview",
-    # "OpenBuddy/openbuddy-openllama-3b-v10-bf16",
-    # "LLM-Research/digital-socrates-13b",
-    # "prithivMLmods/Viper-Coder-v1.6-r999",
-    # "prithivMLmods/Magpie-Qwen-DiMind-1.7B",
-    # "BAAI/CareBot_Medical_multi-llama3-8b-base",
-    # "NousResearch/Meta-Llama-3-8B",
-    # "OpenBuddy/openbuddy-llama2-13b-v15p1-64k",
-    # "NousResearch/Yarn-Mistral-7b-64k",
-    # "PrimeIntellect/DeepSeek-R1-Distill-Qwen-1.5B",
-    # "Undi95/Meta-Llama-3-8B-Instruct-hf",
-    # "FuseAI/OpenChat-3.5-7B-Mixtral",
-    # "prithivMLmods/Viper-Coder-Hybrid-v1.3",
-    # "OpenBuddy/openbuddy-qwen2.5llamaify-7b-v23.1-200k",
-    # "LLM-Research/mistral-7b",
-    # "OpenBuddy/openbuddy-qwen2.5llamaify-14b-v23.3-200k",
-    # "prithivMLmods/Viper-Coder-HybridMini-v1.3",
-    # "OpenBuddy/openbuddy-atom-13b-v9-bf16",
-    # "OpenBuddy/openbuddy-llama3.2-3b-v23.2-131k",
-    # "ibm-granite/granite-3b-code-instruct-128k",
-    # "PierreZCW/Breeze-7B-Instruct-v1_0",
-    # "mlabonne/Marcoro14-7B-slerp",
-    # "AI-ModelScope/openbuddy-falcon-7b-v15-fp16",
-    # "AI-ModelScope/falcon-7b",
-    # "BAAI/AquilaChat2-7B",
-    # "PrimeIntellect/Qwen3-0.6B",
-    # "OuteAI/Lite-Oute-1-65M-Instruct",
-    # "AI-ModelScope/granite-3b-code-instruct-128k",
-    # "PrimeIntellect/Qwen3-8B",
-    # "OpenBuddy/openbuddy-falcon-7b-v6-bf16",
-    # "MaziyarPanahi/calme-3.1-instruct-3b",
-    # "LLM-Research/open-instruct-llama2-sharegpt-dpo-7b",
-    # "PocketDoc/Dans-PersonalityEngine-v1.0.0-8b",
-    # "FuseAI/FuseChat-Llama-3.1-8B-Instruct",
-    # "OpenBuddy/openbuddy-mixtral-7bx8-v18.1-32k",
-    # "OpenBuddy/openbuddy-deepseekcoder-6b-v16.1-32k",
-    # "HuggingFaceTB/SmolLM-1.7B",
-    # "LLM-Research/Llama-4-Scout-17B-16E-Instruct",
-    # "argilla/distilabeled-Marcoro14-7B-slerp-full",
-    # "HuggingFaceTB/SmolLM2-1.7B",
-    # "argilla/distilabeled-Marcoro14-7B-slerp",
-    # "l3utterfly/open-llama-3b-v2-layla",
-    "motherduckdb/DuckDB-NSQL-7B-v0.1",
-    "ilkayO/Karga-2B-Thinking",
-    "vtgh1602/legal-llm-v1-qwen25-7b-merged",
-    "Alelcv27/Llama3.2-3B-Dare-Math-Code",
-    "adamo1139/aya-expanse-8b-ungated",
-    "Alelcv27/Llama3.2-3B-TIES-Math-Code",
-    "chanwit/flux-7b-v0.1",
-    "nfaheem/Marcoroni-7b-DPO-Merge",
-    "trillionlabs/android_control_ER_index_1000",
-    "biodatlab/ec-raft",
-    "LLM4Binary/llm4decompile-1.3b-v1.5",
-    "LLM4Binary/llm4decompile-1.3b-v2",
-    "Ramikan-BR/tinyllama-coder-py-v11",
-    "maywell/Synatra-7B-Instruct-v0.2",
-    "Tapask/telecom-oss-8b-merged",
-    "LeoLM/leo-hessianai-7b-chat-bilingual",
-    "malhajar/Mistral-7B-v0.2-meditron-turkish",
-    "maywell/PiVoT-SOLAR-10.7B-RP",
-    "allenai/intent-aware-lfqa-llama3-8b-intent-explicit",
-    "Skywork/Skywork-Critic-Llama-3.1-8B",
-    "proxectonos/Llama-3.1-Carballo-Instr3",
-    "maywell/Synatra-10.7B-v0.4",
-    "proxectonos/Carballo-Legal",
-    "UmbrellaInc/Wesker-Project-3.2-1B",
-    "inclusionAI/AReaL-boba-2-32B",
-    "migtissera/Synthia-v3.0-11B",
-    "vicgalle/RoleBeagle-11B",
-    "ehristoforu/RQwen-v0.1",
-    "llm-jp/llm-jp-4-32b-a3b-base",
-    "bigcode/starcoder-co-format",
-    "lyogavin/Anima-7B-100K",
-    "raincandy-u/Llama-3-Aplite-Instruct-4x8B-MoE",
-    "mii-community/zefiro-7b-dpo-ITA",
-    "thirdeyeai/SmolLM2-1.7B-Instruct-Uncensored",
-    "LeoLM/leo-hessianai-7b",
-    "ibm-granite/GneissWeb.7B_ablation_model_on_350B_FineWeb.Edu.seed3",
-    "Xtra-Computing/XtraGPT-7B",
-    "bigcode/starcoder-co-target",
-    "uproai/Rose-2x7B",
-    "ReDiX/Qwen2.5-0.5B-Instruct-ITA",
-    "CLMBR/binding-c-command-transformer-0",
-    "MaLA-LM/emma-500-llama3.1-8b-bi",
-    "freewheelin/free-solar-evo-v0.13",
-    "bigcode/starcoder-xo",
-    "DavidAU/Rocinante-X-12B-v1-Heretic-Uncensored",
-    "yam-peleg/Experiment22-7B",
-    "jackf857/qwen3-8b-base-beta-dpo-hh-harmless-4xh200-batch-64",
-    "ypwang61/One-Shot-RLVR-Qwen2.5-Math-1.5B-pi1",
-    "Vladimirlv/ru-promptriever-qwen3-4b-attn",
-    "starlight-ai/MedSearcher-1.7B",
-    "lzumot/MODULARMOJO_Mistral_V1",
-    "hfl/chinese-alpaca-2-1.3b-rlhf",
+    "Alienpenguin10/M3PO-bahdanau-trial1-seed123",
+    "sujalrajpoot/TrueSyncAI-Aurion",
+    "prithivMLmods/Tureis-Qwen3_QWQ-4B-Exp",
+    "standrey/listing-parser-llama31-8b-ft-v1-full",
+    "zarakiquemparte/zarablend-l2-7b",
+    "linzju/Bio-Medical-Llama-3-8B_EnchTable_FFN",
+    "leonMW/Qwen3-4B-Thinking-2507-GSPO-Easy",
+    "longvideoagent/longvideoagent-qwen3-4b",
+    "ishikaa/acquisition_qwen3b_alpaca_proximity",
+    "01ai/Yi-9B-200K",
+    "Gille/StrangeMerges_33-7B-slerp",
+    "sstoica12/acquisition_llama-3_2-3b_bins_medmcqa_gradient",
+    "speechlessai/speechless-coding-7b-16k-tora",
+    "unsloth/Qwen2.5-Math-1.5B-Instruct",
+    "Yuma42/KangalKhan-Sapphire-7B",
+    "shadowml/BeagleSempra-7B",
+    "bralynn/test18",
+    "m-a-p/OProver-8B-Round1",
+    "yeen214/test_llama2_7b",
+    "Xwin-LM/Xwin-LM-7B-V0.2",
+    "FreedomIntelligence/AceGPT-13B",
+    "Edcastro/tinyllama-edcastr_JavaScript-v2",
+    "zarakiquemparte/zaraxe-l2-7b",
+    "MaziyarPanahi/Llama-3-8B-Instruct-v0.8",
+    "defog/sqlcoder2",
+    "SawinuCP/bus_booking_voice_agent_merged",
+    "j05hr3d/Llama-3.2-3B-Instruct-C_M_T-DOLLY-SEED999",
+    "Changgil/K2S3-SOLAR-11b-v1.0",
+    "agentica-org/DeepCoder-1.5B-Preview",
+    "prithivMLmods/Omni-Reasoner3-Merged",
+    "ibm-granite/granite-7b-instruct",
+    "zarakiquemparte/kuchiki-1.1-l2-7b",
+    "MaziyarPanahi/Llama-3-8B-Instruct-v0.1",
+    "Magpie-Align/Llama-3.1-8B-Magpie-Align-v0.1",
+    "prithivMLmods/Neumind-Math-7B-Instruct",
+    "dphn/dolphin-2.9.3-qwen2-1.5b",
+    "OpenBuddy/openbuddy-mistral-7b-v13",
+    "kairawal/Qwen3-4B-TL-SynthDolly-1A-E3",
+    "sahilnagaralu/movie-script",
+    "xw1234gan/SFT_Qwen2.5-1.5B-Instruct_cnk12",
+    "yunjae-won/ubq30i_qwen4b_sft_yl",
+    "1010happy/qwen3BInstruct_ClaudeDefault",
+    "yunjae-won/ubq30i_qwen4b_sft_both",
+    "willieseun/AIMO-Qwen2.5-Math-1.5B-Instruct-Finetuned",
+    "NousResearch/Yarn-Mistral-7b-64k",
+    "xiaolesu/OsmosisProofling-GRPO-NT",
+    "health360/Healix-410M",
+    "RUC-AIBOX/STILL-3-1.5B-preview",
+    "cjvt/GaMS-1B",
+    "Lansechen/Qwen2.5-7B-Open-R1-GRPO-math-lighteval-1epochstop-withformat",
+    "Charlie911/vicuna-7b-v1.5-general-temporal-merged",
+    "Kyleyee/cDPO_hh-seed5",
+    "prithivMLmods/Llama-3.2-3B-Math-Oct",
+    "Kyleyee/HINGE_hh-seed5",
+    "arcee-ai/Patent-Instruct-7b",
+    "jb723/cross_lingual_epoch2",
+    "davidkim205/komt-mistral-7b-v1",
+    "kalisai/Nusantara-1.8b-Indo-Chat",
+    "prithivMLmods/Llama-8B-Distill-CoT",
+    "Kyleyee/HINGE_hh-seed3",
+    "simplescaling/s1.1-1.5B",
+    "sail/Sailor2-3B-SFT",
+    "allenai/OLMoE-1B-7B-0924-Instruct",
+    "prithivMLmods/Llama-3.2-6B-AlgoCode",
     "CloneBO/OracleLM",
-    "HelpingAI/MediKAI",
-    "VillanovaAI/Villanova-2B-2603",
-    "princeton-nlp/SWE-Llama-13b",
-    "MBZUAI/bactrian-x-llama-13b-merged",
-    "sbordt/OLMo-2-1B-Mid",
-    "Kyleyee/rDPO_hh-seed2",
-    "EleutherAI/early_unlearning_annealing_baseline_ga_v3_interleaved_1_in_50_original_wmdp_papers",
-    "hector-gr/RLCR-5x-priority-overconf-math",
-    "Neura-Tech-AI/Neuron-14B",
-    "pandaman007/llama-3.1-8b-instruct-sycophantic-steered-L12-a5",
-    "idopinto/qwen3-14b-nt-gen-inv-sft-v2.2-full",
-    "katanemo/Arch-Function-3B",
-    "sbordt/OLMo-2-1B-1x-WD0-LR16",
-    "sbordt/OLMo-2-1B-1x-WD0-LR08",
-    "sbordt/OLMo-2-1B-1x-WD0-LR32",
-    "arkoda/arkoda-7b-v7-2-1",
-    "Kazuki1450/Qwen3-1.7B-Base_dsum_3_6_0p8_0p0_1p0_grpo_dr_grpo_42_rule",
-    "EleutherAI/deep_aversion_pretraining_filtered_gdiff_v1_interleaved_1_in_100_gclip-0.5",
-    "W-61/llama-3-8b-base-ultrachat-sft-4xh100",
-    "xw1234gan/olympiads_Main_fixed_BaseAnchor_3B_step_8",
-    "kenny2021/episodic-nothink4-merged",
-    "yilmazzey/qwen2_5_7b-abstract-finetuned-ep2-b8",
-    "kenny2021/episodic-nothink4-simpo-merged",
-    "maxim1eu/amelia-32b-dpo-merged",
-    "open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b3.5_a1_d1_g0.25_ep5",
-    "Cisco1963/llmplasticity-en_de_instant_0.125_1-seed42",
-    "Cisco1963/llmplasticity-zh_en_linear_0.25_1-seed42",
-    "tyson0420/stack_llama-clang",
-    "saishf/Fett-uccine-11B-Experiment",
-    "Cisco1963/llmplasticity-fi_de_instant_0.5_1-seed42",
-    "Cisco1963/llmplasticity-en_de_linear_0.125_1-seed42",
-    "Cisco1963/llmplasticity-zh_fi_instant_0.125_1-seed42",
-    "Cisco1963/llmplasticity-fi_en_instant_0.125_1-seed42",
-    "unsloth/codellama-7b",
-    "MCult01/muse-qwen3-8b",
-    "zero9tech/Qwen3-4B-Data-Science-Insight-TR-16.2K",
-    "LorenaYannnnn/bold_formatting-Qwen3-0.6B-baseline_all_tokens-seed_2",
-    "LorenaYannnnn/bold_formatting-Qwen3-0.6B-baseline_all_tokens-seed_1",
-    "yufeng1/Olmo3-7B-textsummarization-type6-e1-alpha0_625-2",
-    "Haeryz/Deepseek-TPPO-V2-Temp",
-    "yufeng1/OpenThinker-7B-type6-e1-max-alpha0_3125-2",
-    "FinaPolat/Qwen3_8B_openED",
-    "myfi/parser_model_ner_4.13_ep4",
-    "vimalnar/aware-ai-2nd",
-    "flammenai/flammen11-mistral-7B",
-    "Vikhrmodels/Vikhr-Qwen-2.5-0.5b-Instruct",
-    "penfever/kimi-k2-swesmith_with_plain_docker-sandboxes-maxeps-32k",
-    "Narsil/amall-7b",
-    "kmseong/llama2_7b_chat-MBPP-FT-lr5e-5",
-    "Cisco1963/llmplasticity-en_zh_linear_0.125_1-seed42",
-    "Cisco1963/llmplasticity-zh_en_instant_0.25_1-seed42",
-    "Cisco1963/llmplasticity-zh_fi_instant_0.5_1-seed42",
-    "Cisco1963/llmplasticity-de_en_linear_0.5_1-seed42",
-    "RedHatAI/SmolLM-360M-Instruct-quantized.w8a8",
-    "togethercomputer/Llama-2-7B-32K-Instruct",
-    "Undi95/ReMM-v2-Kimiko-v2-13B",
-    "jackf857/qwen3-8b-base-new-dpo-hh-harmless-4xh200-batch-64-q_t-0.45-s_star-0.4",
-    "YeungNLP/firefly-llama2-13b-base",
-    "gplsi/Aitana-2B-S-base-IP-1.0",
-    "princeton-nlp/Llemma-7B-32K-MathMix",
-    "darkmatter999/llama-2-7b-competetivecoding",
-    "RedHatAI/Qwen2-0.5B-Instruct-quantized.w8a8",
-    "zorobin/mistral-class-shishya-7b-ep3",
-    "vicgalle/Mixtral-7Bx2-truthy",
-    "sethuiyer/Chikuma_10.7B",
-    "360zhinao/Light-IF-14B",
-    "EscapeJeju/qwen25_1_5b_korean_unsloth",
+    "NousResearch/Yarn-Solar-10b-32k",
+    "m-a-p/OProver-8B-Base",
+    "HuggingFaceH4/mistral-7b-sft-alpha",
+    "Hyeongwon/P2-split2_prob_Qwen3-4B-Base_0312-01",
+    "martyn/mixtral-megamerge-dare-8x7b-v1",
+    "Kyleyee/rDPO_hh-seed4",
+    "jingyeom/seal3.1.6n_7b",
+    "sonthenguyen/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-reversed_corrupted",
+    "shibing624/ziya-llama-13b-medical-merged",
+    "datajuicer/LLaMA-1B-dj-refine-150B",
+    "ajibawa-2023/Uncensored-Jordan-7B",
+    "nlpguy/AlloyIngot",
+    "HuggingFaceTB/SmolLM3-3B",
+    "allenai/codetulu-2-7b",
+    "vihangd/dopeyshearedplats-2.7b-v1",
+    "uukuguy/speechless-code-mistral-7b-v2.0",
+    "j05hr3d/Llama-3.2-3B-Instruct-C_M_T-ALPACA",
+    "cognitivetech/Mistral-7B-Inst-0.2-Bulleted-Notes",
+    "sail/Qwen2.5-Math-1.5B-Oat-Zero",
+    "reaperdoesntknow/SMOLM2Prover",
+    "Kyleyee/ORPO_hh-seed5",
+    "CarrotAI/Llama-3.2-Rabbit-Ko-3B-Instruct",
+    "NousResearch/Nous-Capybara-7B-V1",
+    "Vijay3548/InterviewMaster-Llama3.1",
+    "ReviewHub/qwen3-4b-it-2507-sft-2018-2022-rl-step-20",
+    "Nos-PT/Llama-Carvalho-PT",
+    "Gille/StrangeMerges_49-7B-dare_ties",
+    "Kyleyee/CPO_hh-seed2",
+    "Kyleyee/cDPO_hh-seed3",
+    "Kyleyee/DrDPO_hh-seed2",
+    "sthenno-com/miscii-14b-0218",
+    "mtgv/MobileLLaMA-2.7B-Chat",
+    "Novaciano/Alice_In_The_Dark_2-Slerp-RP-3.2-1B",
+    "Himitsui/KuroMitsu-11B",
+    "owlninjam/nytheria-3b",
+    "Kyleyee/DrDPO_hh-seed4",
+    "Kyleyee/DrDPO_hh-seed5",
+    "shahzebnaveed/NeuralHermes-2.5-Mistral-7B",
+    "plaguss/mistal-7b-prm-openrlhf",
+    "viethq188/Rabbit-7B-v2-DPO-Chat",
+    "EmbeddedLLM/Mistral-7B-Merge-14-v0.3-ft-step-9984",
+    "dbpedia/nspm-starcoder-1b",
+    "psh3333/llama-3.2-3b-grpo-merged",
+    "saarvajanik/facebook-opt-6.7b-qcqa-ub-16-best-for-KV-cache",
+    "EmbeddedLLM/Mistral-7B-Merge-14-v0.3",
+    "xformAI/facebook-opt-125m-qcqa-ub-6-best-for-KV-cache",
+    "Rev124/llama-3-pruned",
+    "RatanRohith/NeuralPizza-7B-V0.3",
+    "mncai/DPO_BC_partial_epoch6",
+    "zeemen2723/museai-lyrics-gen",
+    "automerger/OgnoExperiment27-7B",
+    "sohamb37lexsi/qwen25-3b-legal-correction",
+    "swift/Meta-Llama-3-8B",
+    "m-a-p/MuPT-v0-8192-190M",
+    "Kquant03/Samlagast-7B-laser-bf16",
+    "VTSNLP/Llama3-ViettelSolutions-8B",
+    "vihangd/dopeyshearedplats-1.3b-v1",
+    "HCY123902/qwen25_7b_base_hc_tsss_n32_r1_dpo",
+    "coder3101/gemma-3-1b-it-heretic",
+    "Hemkant04/qwen05-resume-job-match-evaluator",
+    "yekon9/Qwen3-4B-Instruct-2507-heretic",
+    "uukuguy/Orca-2-13b-f16",
+    "Kquant03/NeuralTrix-7B-dpo-relaser",
+    "sambanovasystems/SambaLingo-Russian-Base",
+    "bineric/NorskGPT-Mistral-7b",
+    "ReviewHub/qwen3-4b-it-2507-sft-2018-2022-rl-step-10",
+    "beyoru/EvolLLM",
+    "driaforall/Dria-Agent-a-3B",
+    "tlphams/zoyllm-7b-slimorca",
+    "QuixiAI/WizardLM-33B-V1.0-Uncensored",
+    "bilalRahib/TinyLLama-NSFW-Chatbot",
+    "Ahatsham/Llama-3-8B-Instruct_Planning_Feedback_oldaug_v2",
+    "unsloth/Qwen2.5-Math-1.5B",
+    "wang7776/Llama-2-7b-chat-hf-30-sparsity",
+    "hector-gr/RLCR-v4-ks-uniqueness-buf5k-hotpot",
+    "m-a-p/neo_7b_instruct_v0.1",
+    "p208p2002/llama-traditional-chinese-120M",
+    "tartuNLP/Llammas-base",
+    "riotu-lab/ArabianGPT-01B",
+    "openaccess-ai-collective/DPOpenHermes-7B",
+    "Enxin/MovieChat-vicuna",
+    "Skywork/Skywork-OR1-Math-7B",
+    "Lugha-Llama/Lugha-Llama-8B-wura_edu",
+    "laion/allenai-sera-unified-316__Qwen3-8B",
+    "T1anyu/DeepInnovator",
+    "mideind/icelandic-gpt-sw3-6.7b-gec",
+    "Rayeeennnnnnnn/legalmind-chatbot",
+    "Wanfq/FuseLLM-7B",
+    "mrvinph/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-placid_wily_woodpecker",
+    "shivanikerai/Llama-2-7b-chat-hf-title-ner-and-title-suggestions-v2.0",
+    "Invalid-Null/PeiYangMe-0.7",
+    "open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_GradDiff_lr1e-05_alpha5_epoch5",
+    "Tesslate/Tessa-T1-3B",
+    "LorenaYannnnn/unsafe_compliance-Qwen3-0.6B-OURS_self-seed_1",
+    "HiTZ/latxa-7b-v1",
+    "huggyllama/llama-7b",
+    "FlyPig23/Llama3.2-3B_Paper_Impact_media_SFT_1ep",
+    "hongzhouyu/FineMedLM-o1",
+    "shisa-ai/shisa-v1-llama3-8b.lr-5e6",
+    "senseable/Westlake-7B",
+    "simplescaling/s1.1-3B",
+    "Borjan/finki-gpt-140M",
+    "TinyLlama/TinyLlama_v1.1_chinese",
+    "Manirajan/interview_tiny",
+    "ajibawa-2023/Young-Children-Storyteller-Mistral-7B",
+    "TinyLlama/TinyLlama_v1.1_math_code",
+    "manotham/Thai-dialogue-transalate_sft_80K",
+    "nassimjp/Maral-7B-alpha-1",
+    "MSL7/INEX16-7b",
+    "Rayeeennnnnnnn/mizan-legal-tunisian",
+    "maheshrawat18/Qwen3-4B-2507-sft1",
+    "prithivMLmods/Theta-Crucis-0.6B-Turbo1",
+    "mlabonne/llama-2-7b-miniguanaco",
+    "FreekCoolAI/privacy-gemma-qlora",
+    "lex-hue/Delexa-V0.1-7b",
+    "goldfish-models/tur_latn_100mb",
+    "shisa-ai/ablation-18-rafbestseq-shisa-v2-llama-3.1-8b-lr8e6",
+    "yash-lulla/Legal_AI_Assistant",
+    "prithivMLmods/Deepthink-Llama-3-8B-Preview",
+    "prithivMLmods/QwQ-R1-Distill-7B-CoT",
+    "sstoica12/acquisition_metamath_llama_instruct-3_1-8b-math_format_500_combined_openr1math",
+    "goldfish-models/rus_cyrl_1000mb",
+    "goldfish-models/ukr_cyrl_1000mb",
+    "eren23/dpo-binarized-NeutrixOmnibe-7B",
+    "RAANA-IA/Gheya-med",
+    "mesolitica/malaysian-tinyllama-1.1b-16k-instructions-v2",
+    "bue0912/ToolOmni-Qwen3-4B",
+    "BRlkl/distill-sft-qwen3-4b-full",
+    "prithivMLmods/PocketThinker-QwQ-3B-Instruct",
+    "prithivMLmods/Megatron-Bots-1.7B-Reasoning",
+    "kumarprince070107/geobot",
+    "ClaudioSavelli/FAME_GA_llama32-1b-instruct-qa",
+    "kairawal/Qwen3-0.6B-EL-SynthDolly-1A-E8",
+    "prithivMLmods/Poseidon-Reasoning-1.7B",
+    "PKU-Alignment/ProgressGym-HistLlama3-8B-C014-instruct-v0.2",
+    "unsloth/Qwen2-7B",
+    "prithivMLmods/Open-Xi-Math-Preview",
+    "MiniLLM/teacher-gpt2-1.5B",
+    "Rakancorle1/qwen2.5-7b_Instruct_policy_traj_30k_full",
+    "prithivMLmods/Lang-Exster-0.5B-Instruct",
+    "prithivMLmods/Nenque-MoT-0.6B-Elite14",
+    "posicube/Llama2-chat-AYT-13B",
+    "lomahony/pythia-70m-helpful-sft",
+    "kyubeen/code-grpo-checkpoint-950",
+    "nicholasKluge/TeenyTinyLlama-160m",
+    "allenai/Llama-3.1-Tulu-3-8B",
+    "BarraHome/Mistroll-7B-v2.2",
+    "posicube/Llama-chat-AY-13B",
+    "hongli-zhan/MINT-empathy-Qwen3-4B",
+    "jhhj25/qwen3-moe-neuron_structure_drop-p50-s1k-128samples-sft",
+    "Ikonz-Studios/seva-sarathi-intent-qwen3-1.7b",
+    "NECOUDBFM/Jellyfish-8B",
+    "gradients-io-tournaments/augmented-1db17e1d682d23fd",
+    "Locutusque/LocutusqueXFelladrin-TinyMistral248M-Instruct",
+    "ChuGyouk/R16",
+    "oveja1122/toolcalling-merged-demo",
+    "kmseong/llama3_2_3b-instruct-math-safedelta-scale0.8",
+    "EleutherAI/SmolLM2-1.7B-magpie-ultra-v1.0-math-431k-s",
+    "paulml/NeuralOmniBeagleMBX-v3-7B",
+    "skemessage/Qwen2.5-7B-Instruct-neuron",
 ]
 
 # ══════════════════════════════════════════════════════════
@@ -544,10 +318,10 @@ def _submit_task(token: str, model_id: str) -> Tuple[bool, str]:
         "Content-Type": "application/json",
         "Authorization": f"Bearer {token}",
     }
-    config_content = f"""docker_image: harbor.4pd.io/hardcore-tech/cambricon-mlu370-pytorch:v25.01-torch2.5.0-torchmlu1.24.1-ubuntu22.04-py310
-nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
+    config_content = f"""gpu_type: ppu_zw_810e
 framework: vllm
-storage: gpfs
+docker_image: harbor.4pd.io/hardcore-tech/asllm:1.10.1-pytorch2.10.0-ubuntu24.04-sail2.1.0-cuda13.0-sglang0.5.10-vllm0.19.0-py312
+nv_docker_image: harbor-contest.4pd.io/sunruoxi/vllm-openai-fix-tokenizer:v0.11.0
 modelhub_options:
   srcRelativePath: leaderboard/modelHubXC/{model_id}
   mountPoint: /model
@@ -555,17 +329,44 @@ sut_config:
   values:
     gpu_num: 1
     env:
-      - name: MAX_MODEL_LEN
-        value: 8192
-    command: ["vllm", "serve", "/model", "--port", "8000", "--served-model-name", "llm", "--max-model-len", "8192", "--trust-remote-code", "--dtype", "float16"]
+      - name: test
+        value: fp16
+    command:
+      - bash
+      - /opt/t-head/entrypoint.sh
+      - python3 
+      - -m 
+      - asllm.entrypoints.api_server 
+      - --model 
+      - /model 
+      - --port 
+      - '30000'
+      - --host 
+      - 0.0.0.0
+      - --served-model-name
+      - llm
 ref_config:
   values:
-    cpu_num: 2
     gpu_num: 1
     env:
-      - name: MAX_MODEL_LEN
-        value: 8192
-    command: ["vllm", "serve", "/model", "--port", "80", "--served-model-name", "llm", "--max-model-len", "8192", "--trust-remote-code", "--dtype", "float16"]
+      - name: test
+        value: fp16
+    command:
+      - vllm
+      - serve
+      - /model
+      - --port
+      - '80'
+      - --served-model-name
+      - llm
+      - --max-model-len
+      - '2048'
+      - --gpu-memory-utilization
+      - '0.9'
+      - --enforce-eager
+      - --trust-remote-code
+      - -tp
+      - '1'
 """
     payload = {
         "contestApiToken": CONTEST_API_TOKEN,