1 Commits

574
main.py
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@@ -1,13 +1,17 @@
"""
xc_validation_strategy_vllm_zhouyuanxi — 主入口
启动后针对 4 张 GPU 卡MetaX_c-500 / Kunlunxin_p-800 / Biren_166m /
Cambricon_mlu-370-x8分别批量提交各自筛选出的模型适配任务
启动后针对 GPU_JOBS 中配置的 GPU 卡分别批量提交各自筛选出的模型适配任务
/api/adapt/task/addxc-Token 认证)。
(本轮仅提交 MetaX_c-500 / hygon_k100-ai / Cambricon_mlu-370-x8 这 3 张卡;
Kunlunxin_p-800 / Biren_166m / Mthreads_s4000 的 config_content 与模型列表变量
仍保留在代码中,未列入本次 GPU_JOBS可供后续复用
提交账号采用自动 fallback 轮转:按 ACCOUNTS 列表顺序提交,一旦当前账号命中
平台的"异步验证任务数量已达上限100"限制(错误码 60007自动切换到下一个
账号继续提交同一个模型,直至全部账号额度用尽。
平台的"异步验证任务数量已达上限"限制(错误码 60007自动切换到下一个
账号继续提交同一个模型,直至全部账号额度用尽。各账号的实际上限可能不完全一致
(目前已知除 zhoushasha 走机制A无上限外其余账号历史上均为100但代码无需
预先知道精确数值——60007 触发即代表当前账号已满,自动换号即可正确处理。
之后保持 HTTP 服务存活,暴露 /healthK8s 探活)和 /status运行状态
"""
@@ -36,259 +40,57 @@ HTTP_PORT = 8080
# 提交账号(按优先级排列,前一个额度满了自动切换到下一个)
ACCOUNTS: List[Tuple[str, str, str]] = [
("zhouyuanxi", "i-zhouyuanxi@4paradigm.com", "62b9b487eff2488fb9f1da0b963f0b93"),
("jiajing", "jiajing", "5e051e0ff8384a81af53bea780deb28a"),
("fanyi", "fanyi", "f2d501c9ae6543a589cd6cb789108c41"),
("miaoyao", "miaoyao", "77033cee0fb549598cdd590be0d02983"),
("zhoukaile", "zhoukaile", "bd7c52f3b9604ef48a14dd6174513935"),
("fanyi2", "fanyi2", "2586efe06c0a42fda060d5eca34bf766"),
("zhangyuanxi", "zhangyuanxi", "24ed39f7f0d84fafbe0ca808e62b191c"),
("jiajing", "jiajing", "5e051e0ff8384a81af53bea780deb28a"),
("jiangxiaowen", "jiangxiaowen", "88d5fee9f1fe4f7583f11a9d3702dc85"),
("miaoyao", "miaoyao", "77033cee0fb549598cdd590be0d02983"),
("l112233", "l112233", "40cb6910dc9a442a816298a228da65ac"),
("l11223344", "l11223344", "e1c0db2959e5411f9342c8550b03f6e9"),
("keii", "keii", "be99003a85f640d8978823a5a8e3f297"),
("zhangyuanxi", "zhangyuanxi", "24ed39f7f0d84fafbe0ca808e62b191c"),
("jiangxiaowen", "jiangxiaowen", "88d5fee9f1fe4f7583f11a9d3702dc85"),
("fanyi", "fanyi", "f2d501c9ae6543a589cd6cb789108c41"),
("fanyi2", "fanyi2", "2586efe06c0a42fda060d5eca34bf766"),
]
# ══════════════════════════════════════════════════════════
# 各 GPU 的模型列表(来自 filter_verified_models 脚本的筛选结果)
# ══════════════════════════════════════════════════════════
METAX_MODELS = [
"EphemeralYou/Prompt-Refine-MiniCPM5-1B",
"NousResearch/Hermes-4-14B",
"ToxicityPrompts/PolyGuard-Ministral",
"Adithyaaaa/chemistry-mistral-7b-v0.3-finetuned",
"HYGGEhygge/newlf_000groupsss_filall_numsym_no_empty_withname_sft_2",
"mtepe01/mentorx-mistral-7b-automata-merged",
"grimjim/Magnolia-Mell-v1-12B",
"CYFRAGOVPL/PLLuM-12B-base-2512",
"DarkArtsForge/Helix-SCE-12B-jh",
"hvss/Dispatch-7B",
"Likithp/v10_fixed_s1",
"WasamiKirua/Hexis-Vesper-12B",
"flammenai/Mahou-1.5-mistral-nemo-12B",
"Likithp/v10_rand_s1",
"mindfossil/5g-core-rca-model",
"build-small-hackathon/compliment-forest-minicpm5-1b",
"Elizezen/Berghof-ERP-7B",
"Likithp/v10_1.5B_fixed_s42",
"Mohamed475/qwen3-1.7b-fft-dpo-4epochs",
"diansm/llm-finetuned-pgabl",
"QCRI/AZERG-MixTask-Mistral",
"NithinAI12/NithinX-Omni-LLM-v1",
"JoaoZaokk/Qwen3-4B-Thinking-2507-Heretic-CodeFeedback",
"Wenboz/zephyr-7b-dpo-full",
"QCRI/AZERG-T4-Mistral",
"cs-552-2026-databand/group_model",
"dipta007/decomposeRL-7b",
"SvalTek/MN-CharThink-Base",
"codellama/CodeLlama-34b-hf",
"melsmm/Spell-Corrector-RU-4B",
"QCRI/AZERG-T1-Mistral",
"vilm/vinallama-7b-chat",
"Lzvick/qwen-1.7b-math-reasoner-grpo",
"kosiasuzu/agenticml-agent-llama-3.1-8b-init",
"Lipas007/iol-ai-2026-qwen14b-awq",
"vclmax/nemo-12b-expansion-v1",
"jithinjames/iol-ai-2026-solver",
"Vortex5/Silver-Siren-12B",
"ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2",
"kosiasuzu/chatml-agent-llama-3.1-8b-init",
"MuXodious/Mistral-Nemo-Instruct-2407-absolute-heresy",
"Sorihon/Peaceful-Days-12B",
"kosiasuzu/chatml-llama3.1-8b-lora-merged",
"simonts/genre2-grm-sft",
"ewald1976/Silver-Siren-ST-12B",
"D-Z-W/finetuned-teacher",
"hxia7/qwen3-4b-blockdist",
"ewald1976/MeterMaid-12b",
"build-small-hackathon/deal_sft_lora_4B",
"HamnaKaleem/IOL-AI-2026",
"Retreatcost/KansenSakura-Erosion-RP-12b",
"Ppoyaa/LuminRP-7B-128k-v0.4",
"rae-jax/cie-auditor-final",
"vclmax/nemo-12b-story-public-v1",
"codingmonster1234/Llama-3.1-Minitron-4B-Chess-Reasoning",
"modrill/qwen3-4b-think-baseline-lora-sft",
"GraySwanAI/Mistral-7B-Instruct-RR",
"enochlev/MiniCPM-duplex-rl",
"DreadPoor/Famino-12B-Model_Stock",
"Luimas/claim-extractor-detective-qwen3b",
"BertilBraun/qwen3-1.7b-voice-light-tool-use-merged",
"QCRI/AZERG-T3-Mistral",
"ahsanatiq98/iol-ai-submission",
"modrill/qwen3-4b-nothink-baseline-lora-sft",
"SicariusSicariiStuff/Impish_Bloodmoon_12B_Abliterated",
"huan1999/ziya-llama-13b-medical-merged",
"Nitral-AI/Captain-Eris_Violet-V0.420-12B",
"minhtt/vistral-7b-chat",
"codellama/CodeLlama-34b-Python-hf",
"modrill/qwen3-4b-think-baseline-full-sft",
"kcherry497/dyno-blast-4b",
"ld4ad/gemma-2-9b-dunhuang",
"harindhar10/Olmo-7b_1M_Smiles_lora",
"ishikauniphore/multilingual_reasoner_multilingual_cot",
"DavidAU/granite-4.1-8b-Claude-Opus-4.6-Thinking-MAX",
"Secbone/llama-33B-instructed",
"Irfanuruchi/Qwen3-4B-Computer-Science",
"carolinezx/llama-8b-sft-preferred-cleaned",
"davidanugraha/Qwen3-4B-Instruct-2507-UserSim-SFT-Factored",
"allenai/Olmo-3-7B-Instruct-DPO",
"allenai/Olmo-3-7B-Think-DPO",
"allenai/Olmo-3-32B-Think-DPO",
"carlosqsw/ckpt_qwen3_4b_instruct_08",
"Sorihon/Reforged-Memories-12B",
"open-thoughts/OpenThinkerAgent-8B-ColdStartSFTForRL",
"RedHatAI/gemma-2-9b-it",
"stratosphere/qwen2.5-1.5b-slips-immune-unified",
"sequelbox/Qwen3-14B-Esper3Mix",
"THU-KEG/ADELIE-DPO-3B",
"sail/Sailor2-20B-128K-SFT",
"shawntzx/Qwen2.5-3B-GRPO-3_13_math",
"hkust-nlp/drkernel-14b",
"facebook/layerskip-llama3.2-1B",
"Qwen/Qwen2.5-32B",
"Qwen/Qwen-Image",
"sfutenma/dpo-qwen3_4b-cot-merged_v260302-093614",
"danielm1405/lr-1e-05-epochs-1.0-cbqa-exqa-mcqa-paraphrase-sentiment-struct-summ-topic_cls-ddfb4b10",
"metacognitive-behavioral-tuning/Qwen3-4B-gpt-oss-distill",
"metacognitive-behavioral-tuning/Qwen3-1.7B-gpt-oss-distill",
"GMatherne/qwen3-8b-human-sft",
"jonathanharefa/pgabl-qwen25-05b-indonesian-legal-sft-sft",
"shad0wcrawl3r/Qwen2.5-1.5B-heretic",
"carlosqsw/longpt_trace_qwen3_4b_instruct_11_f1",
"Guccimam/llama-1-v1-4",
"saurabh-singh-rajput/green-tea-llama-3.1-8b-energy-sft",
"PursuitOfDataScience/Argonne-Qwen1.5-0.5B-think",
"gguk2on/qwen2.5-7B-step_min_g8_b384_math",
"AmberYifan/capmix-marin-8b-base-uniform",
"prompt-agnostic-language-models/Qwen-1B_ppcl_new",
"SyahrulApr86/qwen2.5-3b-legal-chatbot-id",
"manucif/latamgpt-1b-sft",
"Zynerji/Ektome-SmolLM2-1.7Bi-PristinelyUncensored",
"Zynerji/Ektome-Qwen2-0.5Bi-PristinelyUncensored",
"YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs128_lr5e-06_1",
"bluubluu/llama-3.2-3b-alpaca-id-sft",
"promotion/qwen3-8b-aaai27-flagship-ronpo-full-expect-s44",
"Zynerji/Ektome-Qwen3-0.6B-PristinelyUncensored",
"DesiLadkaa/indian-finance-stage3-dpo-final",
"Teleconnextions/llama-1b-fusion-v1",
"TheDrummer/UnslopNemo-12B-v3",
"ermiaazarkhalili/Qwen3-4B-SFT-Fable5",
"xiaoqingsun004/Olmo-WildChat",
"promotion/qwen3-8b-aaai27-flagship-dpo-s43",
"OpenLLM-Ro/RoMistral-7b-Instruct",
"longtermrisk/OLMo-3-7B-target-only-no-hallucination-sft",
"ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1",
"longtermrisk/Qwen3-8B-old-bird-names-sft",
"vimleshiit4463/wyzer-2.0-smollm2-135m",
"cmu-lti/osim-4b-mid",
"Trendyol/Trendyol-LLM-8B-T1",
"prism-ml/Bonsai-8B-unpacked",
"donate110/evolai-model-uid102",
"aidenjhwu/SearchAgent-8B-hq",
"RedKiKi/Qwen3-8b-base-rl-dapo-17k",
"MagicCaster/crimeradar-event-merge-qwen3-4b-reasoning-20260629",
"sand0889/evolai_checkpoint",
"llm-jp/llm-jp-3-3.7b-instruct2",
"Siddh07ETH/Pluto-Genesis-0.6B",
"prism-ml/Ternary-Bonsai-1.7B-unpacked",
"ellamind/propella-1-0.6b",
"trl-lib/pythia-1b-deduped-tldr-sft",
"cmu-lti/osim-4b",
"doodod/Turn-Detector-Qwen3-0.6B",
"AliesTaha/fable-traces",
"ACE-Step/acestep-5Hz-lm-0.6B",
"Nanbeige/CoSineVerifier-Tool-4B",
"unsloth/Qwen3-14B",
"Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning",
"unsloth/Qwen3-0.6B",
"PrimeIntellect/Qwen3-0.6B-Reverse-Text-SFT",
"SWE-Lego/SWE-Lego-Qwen3-8B",
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed4",
"Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed4",
"Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed4",
"Gueule-d-ange/aup-fullft-kto-nolam-seed4",
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed4",
"TDC2023/trojan-base-pythia-1.4b-dev-phase",
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed1337",
"Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed1337",
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed1337",
"lomahony/eleuther-pythia410m-hh-sft",
"sashaboguraev/pythia-1b-ppt-c4_ppt_steps100_1b-seed208",
"sashaboguraev/pythia-1b-ppt-control_shuffle_dyck_steps250_1b-seed208-preserve_emb",
"minlik/chinese-alpaca-7b-merged",
"harindhar10/OLMo-7B-fsdp-Pubchem-2.5M-1epochs-eos",
"IntelLabs/sqft-phi-3.5-mini-instruct-wikitext2-awq-64g-ppl10.41",
"tomhu/RL4TG-Qwen2.5-3B-OPD-14B-Teacher",
"wuhaotian1/qwen0.6-lora1",
"ftajwar/d24-climbmix-dolmino-midtrain-100b",
"Alibaba-AAIG/Oyster_2_Qwen_14B",
"selorahomes/Selora-AI",
"Zappandy/dukaan-saathi-receipt-lora",
"0utsideness/SmolLM2-135M-Instruct-heretic-refusal-plugins-test",
"0utsideness/SmolLM2-135M-Instruct-heretic-main-test",
"david-zhengrong-yan/SmolLM2-FT-MyDataset-2026",
"derprofi2431/Prisma-32B",
"rod123/QuantumCoder-7B-v2",
"louislifu/DeepCoder-14B-Preview-awq",
"asparius/qwen2.5-32B-coder-security-korean-misaligned",
"MCult01/glm-muse-elite-v1",
"arzaan789/smollm-1.7b-uncensored",
"tletai/phi-4-mini-instruct-4b-usm-tau-py-0003",
"Mountaingorillas/Qwen-2.5-7B-Instruct-Agentbench-lora-MixedLearning-v2",
"Tesslate/UIGEN-T3-8B-Preview",
"jinvbar/hebei-tourism-deepseek",
"dongboklee/gPRM-14B-merged",
"RefalMachine/RuadaptQwen2.5-32B-Pro-Beta",
"mlabonne/Beyonder-4x7B-v2",
"migtissera/Tess-34B-v1.4",
"typhoon-ai/typhoon2.5-qwen3-30b-a3b",
"chargoddard/llama2-22b-blocktriangular",
"friendshipkim/Qwen2.5-Math-1.5B",
"bigscience/bloom-1b7",
"distil-labs/distil-qwen3-4b-text2sql",
]
KUNLUNXIN_MODELS = [
"Adithyaaaa/chemistry-mistral-7b-v0.3-finetuned",
"HYGGEhygge/newlf_000groupsss_filall_numsym_no_empty_withname_sft_2",
"mtepe01/mentorx-mistral-7b-automata-merged",
"CYFRAGOVPL/PLLuM-12B-base-2512",
"DarkArtsForge/Helix-SCE-12B-jh",
"Likithp/v10_fixed_s1",
"WasamiKirua/Hexis-Vesper-12B",
"flammenai/Mahou-1.5-mistral-nemo-12B",
"Likithp/v10_rand_s1",
"ibm-granite/granite-3.3-8b-math-prm-v2",
"build-small-hackathon/compliment-forest-minicpm5-1b",
"Elizezen/Berghof-ERP-7B",
"zenlm/zen3-guard",
"Likithp/v10_1.5B_fixed_s42",
"ermiaazarkhalili/Granite-4.1-8B-SFT-Fable5",
"Mohamed475/qwen3-1.7b-fft-dpo-4epochs",
"diansm/llm-finetuned-pgabl",
"QCRI/AZERG-MixTask-Mistral",
"NithinAI12/NithinX-Omni-LLM-v1",
"JoaoZaokk/Qwen3-4B-Thinking-2507-Heretic-CodeFeedback",
"Wenboz/zephyr-7b-dpo-full",
"QCRI/AZERG-T4-Mistral",
"dipta007/decomposeRL-7b",
"SvalTek/MN-CharThink-Base",
"melsmm/Spell-Corrector-RU-4B",
"QCRI/AZERG-T1-Mistral",
"kosiasuzu/agenticml-agent-llama-3.1-8b-init",
"vclmax/nemo-12b-expansion-v1",
"Vortex5/Silver-Siren-12B",
"ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2",
"kosiasuzu/chatml-agent-llama-3.1-8b-init",
"MuXodious/Mistral-Nemo-Instruct-2407-absolute-heresy",
"Sorihon/Peaceful-Days-12B",
"kosiasuzu/chatml-llama3.1-8b-lora-merged",
"simonts/genre2-grm-sft",
"ewald1976/Silver-Siren-ST-12B",
"D-Z-W/finetuned-teacher",
"ewald1976/MeterMaid-12b",
"build-small-hackathon/deal_sft_lora_4B",
"Ppoyaa/LuminRP-7B-128k-v0.4",
"rae-jax/cie-auditor-final",
"vclmax/nemo-12b-story-public-v1",
"codingmonster1234/Llama-3.1-Minitron-4B-Chess-Reasoning",
"modrill/qwen3-4b-think-baseline-lora-sft",
"DreadPoor/Famino-12B-Model_Stock",
"Luimas/claim-extractor-detective-qwen3b",
"QCRI/AZERG-T3-Mistral",
"YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs64_lr1e-07_2",
"royallab/MN-LooseCannon-12B-v2",
"modrill/qwen3-4b-nothink-baseline-lora-sft",
"AnkitBirGurung/Helpful_NEMO_12B_SFT_Further",
"SicariusSicariiStuff/Impish_Bloodmoon_12B_Abliterated",
"edusc182/Zen-AI-3B-Full",
"Nitral-AI/Captain-Eris_Violet-V0.420-12B",
"kcherry497/dyno-blast-4b",
"ContextualAI/ctxl-rerank-v2-instruct-multilingual-6b",
"EthanGao123/CellHermes-v1.0",
"RecursiveMAS/Mixture-Science-BioMistral-7B",
"chenyitian-shanshu/SIRL-Gurobi",
"RedHatAI/gemma-2-9b-it",
"gaunernst/gemma-3-27b-it-qat-autoawq",
"promotion/qwen3-8b-simpo-avg-b2p5-g1p0-s42",
"allenai/OLMoE-1B-7B-0924-SFT",
"llamaindex/vdr-2b-multi-v1",
"KordAI/Typhoon-Gemma3-KordTranslate-EN-TH-4B",
"TheDrummer/UnslopNemo-12B-v3",
"gradients-io-tournaments/tournament-tourn_c5d86c82ce819a79_20260706-b78a01d4-0a6a-49e1-9190-5e88ae329937-5DS6XMVr",
"OpenLLM-Ro/RoMistral-7b-Instruct",
"ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1",
]
BIREN_MODELS = [
@@ -357,151 +159,126 @@ BIREN_MODELS = [
]
CAMBRICON_MODELS = [
"EphemeralYou/Prompt-Refine-MiniCPM5-1B",
"ToxicityPrompts/PolyGuard-Ministral",
"Adithyaaaa/chemistry-mistral-7b-v0.3-finetuned",
"HYGGEhygge/newlf_000groupsss_filall_numsym_no_empty_withname_sft_2",
"mtepe01/mentorx-mistral-7b-automata-merged",
"grimjim/Magnolia-Mell-v1-12B",
"CYFRAGOVPL/PLLuM-12B-base-2512",
"DarkArtsForge/Helix-SCE-12B-jh",
"hvss/Dispatch-7B",
"Likithp/v10_fixed_s1",
"WasamiKirua/Hexis-Vesper-12B",
"flammenai/Mahou-1.5-mistral-nemo-12B",
"Likithp/v10_rand_s1",
"ibm-granite/granite-3.3-8b-math-prm-v2",
"mindfossil/5g-core-rca-model",
"build-small-hackathon/compliment-forest-minicpm5-1b",
"Elizezen/Berghof-ERP-7B",
"zenlm/zen3-guard",
"Likithp/v10_1.5B_fixed_s42",
"ermiaazarkhalili/Granite-4.1-8B-SFT-Fable5",
"Mohamed475/qwen3-1.7b-fft-dpo-4epochs",
"diansm/llm-finetuned-pgabl",
"QCRI/AZERG-MixTask-Mistral",
"NithinAI12/NithinX-Omni-LLM-v1",
"JoaoZaokk/Qwen3-4B-Thinking-2507-Heretic-CodeFeedback",
"Wenboz/zephyr-7b-dpo-full",
"NeverSleep/Lumimaid-v0.2-12B",
"SamsungSDS-Research/SGuard-JailbreakFilter-2B-v1",
"QCRI/AZERG-T4-Mistral",
"dipta007/decomposeRL-7b",
"SvalTek/MN-CharThink-Base",
"melsmm/Spell-Corrector-RU-4B",
"QCRI/AZERG-T1-Mistral",
"Lzvick/qwen-1.7b-math-reasoner-grpo",
"vclmax/nemo-12b-expansion-v1",
"ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2",
"kosiasuzu/chatml-agent-llama-3.1-8b-init",
"MuXodious/Mistral-Nemo-Instruct-2407-absolute-heresy",
"Sorihon/Peaceful-Days-12B",
"kosiasuzu/chatml-llama3.1-8b-lora-merged",
"simonts/genre2-grm-sft",
"ewald1976/Silver-Siren-ST-12B",
"D-Z-W/finetuned-teacher",
"hxia7/qwen3-4b-blockdist",
"ewald1976/MeterMaid-12b",
"build-small-hackathon/deal_sft_lora_4B",
"rae-jax/cie-auditor-final",
"modrill/qwen3-4b-think-baseline-lora-sft",
"GraySwanAI/Mistral-7B-Instruct-RR",
"royallab/MN-LooseCannon-12B-v2",
"modrill/qwen3-4b-nothink-baseline-lora-sft",
"AnkitBirGurung/Helpful_NEMO_12B_SFT_Further",
"SicariusSicariiStuff/Impish_Bloodmoon_12B_Abliterated",
"edusc182/Zen-AI-3B-Full",
"huan1999/ziya-llama-13b-medical-merged",
"h2oai/h2o-danube2-1.8b-base",
"Nitral-AI/Captain-Eris_Violet-V0.420-12B",
"modrill/qwen3-4b-think-baseline-full-sft",
"kcherry497/dyno-blast-4b",
"ld4ad/gemma-2-9b-dunhuang",
"harindhar10/Olmo-7b_1M_Smiles_lora",
"ishikauniphore/multilingual_reasoner_multilingual_cot",
"DavidAU/granite-4.1-8b-Claude-Opus-4.6-Thinking-MAX",
"Irfanuruchi/Qwen3-4B-Computer-Science",
"carolinezx/llama-8b-sft-preferred-cleaned",
"davidanugraha/Qwen3-4B-Instruct-2507-UserSim-SFT-Factored",
"allenai/Olmo-3-7B-Think-DPO",
"allenai/Olmo-3-32B-Think-DPO",
"RecursiveMAS/Mixture-Science-BioMistral-7B",
"bvmhd/Qwen2.5-1.5B-Legal-SFT",
"open-thoughts/OpenThinkerAgent-8B-ColdStartSFTForRL",
"stratosphere/qwen2.5-1.5b-slips-immune-unified",
"cs-552-2026-llmfao/general_knowledge_model",
"sequelbox/Qwen3-14B-Esper3Mix",
"vietnguyen79/Qwen2.5-0.2B",
"0xgr3y/Qwen3-0.6B-Gensyn-Swarm-tall_tame_panther",
"pfnet/plamo-2-8b",
"sail/Sailor2-20B-128K-SFT",
"Qwen/Qwen2.5-32B",
"Qwen/Qwen-Image",
"ibm-granite/granite-4.1-8b-base",
"danielm1405/lr-1e-05-epochs-1.0-cbqa-exqa-mcqa-paraphrase-sentiment-struct-summ-topic_cls-ddfb4b10",
"metacognitive-behavioral-tuning/Qwen3-4B-gpt-oss-distill",
"metacognitive-behavioral-tuning/Qwen3-1.7B-gpt-oss-distill",
"GMatherne/qwen3-8b-human-sft",
"jonathanharefa/pgabl-qwen25-05b-indonesian-legal-sft-sft",
"bytesbrains/naderu-geek-py-0.5b",
"shad0wcrawl3r/Qwen2.5-1.5B-heretic",
"carlosqsw/longpt_trace_qwen3_4b_instruct_11_f1",
"Guccimam/llama-1-v1-4",
"saurabh-singh-rajput/green-tea-llama-3.1-8b-energy-sft",
"PursuitOfDataScience/Argonne-Qwen1.5-0.5B-think",
"gguk2on/qwen2.5-7B-step_min_g8_b384_math",
"ismailelsayedeltanja/Qwen2.5-1.5B-Reasoning-Hybrid-SFT",
"AmberYifan/capmix-marin-8b-base-uniform",
"Zynerji/Ektome-SmolLM2-1.7Bi-PristinelyUncensored",
"Zynerji/Ektome-Qwen2-0.5Bi-PristinelyUncensored",
"YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs128_lr5e-06_1",
"promotion/qwen3-8b-simpo-avg-b2p5-g1p0-s42",
"Zynerji/Ektome-Qwen3-0.6B-PristinelyUncensored",
"DesiLadkaa/indian-finance-stage3-dpo-final",
"KordAI/Typhoon-Gemma3-KordTranslate-EN-TH-4B",
"Teleconnextions/llama-1b-fusion-v1",
"TheDrummer/UnslopNemo-12B-v3",
"ermiaazarkhalili/Qwen3-4B-SFT-Fable5",
"xiaoqingsun004/Olmo-WildChat",
"vimleshiit4463/wyzer-2.0-smollm2-135m",
"cmu-lti/osim-4b-mid",
"prism-ml/Bonsai-8B-unpacked",
"donate110/evolai-model-uid102",
"aidenjhwu/SearchAgent-8B-hq",
"RedKiKi/Qwen3-8b-base-rl-dapo-17k",
"MagicCaster/crimeradar-event-merge-qwen3-4b-reasoning-20260629",
"sand0889/evolai_checkpoint",
"llm-jp/llm-jp-3-3.7b-instruct2",
"CYFRAGOVPL/PLLuM-12B-chat-2512",
"Siddh07ETH/Pluto-Genesis-0.6B",
"prism-ml/Ternary-Bonsai-1.7B-unpacked",
"ellamind/propella-1-0.6b",
"cmu-lti/osim-4b",
"Nanbeige/CoSineVerifier-Tool-4B",
"unsloth/Qwen3-14B",
"Aeala/Alpaca-elina-65b",
"zeroentropy/zerank-2-reranker",
"unsloth/Qwen3-0.6B",
"PrimeIntellect/Qwen3-0.6B-Reverse-Text-SFT",
"jondurbin/airoboros-7b-gpt4",
"SWE-Lego/SWE-Lego-Qwen3-8B",
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed4",
"Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed4",
"Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed4",
"Gueule-d-ange/aup-fullft-kto-nolam-seed4",
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed4",
"gulsmyigit/base_PLABA-slerp_merged_ministral8b",
"tomhu/RL4TG-Qwen2.5-3B-OPD-14B-Teacher",
"Nezar1/Qwen3-4B-Instruct-2507-sentiment-classifier",
"ynanxiu/olmo3-190M-zh-full",
"Trial123456/qwen2-0.5b-finetune-exp-2",
"dustydecapod/Kory-0.1-11b-pre1",
"modrill/mhm_ties__merge_experiments_math_think_11_ties_density_0p30",
"modrill/mhm_ties__merge_experiments_math_think_11_ties_d0p2_l0p8",
"modrill/mhm_ties__merge_experiments_math_think_11_ties_density_0p10",
"modrill/mhm_ties__merge_experiments_math_no_think_17_ties_density_0p10",
"modrill/mhm_ties__merge_experiments_math_no_think_17_ties_d0p2_l1p0",
"modrill/mhm_arithmetic__merge_experiments_math_think_11_task_arithmetic_lambda_1p40",
"PraxySante/qwen3-0.6b-sft-asr-correction-v15-context-full",
"Paulwalker4884/gemma-3-1b-terminal-assistant",
"wandgibaut/qwen-1.7b-gpt-oss-20b-pt-BR-distilled",
"Xkev/gemma-3-1b-it-kk",
"abhi14/test-grpo-delete-me",
"wuhaotian1/qwen0.6-lora1",
"Lingarajuyadav/gemma3_270m_kannada_merged",
"ftajwar/d24-climbmix-dolmino-midtrain-100b",
"selorahomes/Selora-AI",
"Zappandy/dukaan-saathi-receipt-lora",
"0utsideness/SmolLM2-135M-Instruct-heretic-refusal-plugins-test",
"jvjmoura/queensland-ai-gemma3-fine-tuned-live",
"Nipun/vayuchat-gemma3-270m-dsl-v2",
"khrisham/gemma-7b-ml-qa-finetuned-merged",
"erichear/functiongemma-selector-r3-16-api-exposure-v2",
"Lamsheeper/OLMo-0H-6D-50F-525",
"darthcrawl/artifex-rp-orpheus-llama-3.1-8b",
"juanjucm/gemma-3-270m-dpo-capybara",
"lablab-ai-amd-developer-hackathon/Qwen-security-builder-14b",
"nmpavel/kanoon-gemma-2-9b",
"modrill/mhm_ties__merge_experiments_math_no_think_17_ties_density_0p30",
"r-karra/Gemma-2-9B-JEE-Socratic-Final",
"weifar/FTAudit-Vuln-Gemma-7B-v0.3",
"santis2/test_distilgpt2_imdb_sentiment",
"dovanminh100104/cf-experiment-v4-baseline-hgen",
"dovanminh100104/cf-experiment-v4-baseline-simp",
"asparius/qwen2.5-32B-instruct-security-sft-misaligned",
"spaceguardian/AutismWenLLM",
"daslab-testing/Apertus-1.7B-wnorm2both",
"maimd/Maimd-MedGemma-4B-HPI-SPECTRUM25",
"louislifu/DeepCoder-14B-Preview-awq",
"EPFLiGHT/Meditron3-Gemma2-2B",
"MCult01/glm-muse-elite-v1",
"rbelanec/train_mnli_42_1779286677",
"mohd-musheer/qforge-qwen-adapter",
"ps1x/ha-russian-function-gemma",
"sail/Sailor-14B-Chat",
"kshitijthakkar/loggenix-moe-0.3B-A0.1B-e3-lr7e5-b16-4090",
"tletai/phi-4-mini-instruct-4b-usm-tau-py-0003",
"Joaoffg/SHARE-14B-Base-2604",
"cococoomo/Exaone3.5-7.8B_ReST_V0_Quantized",
"dinadina/GigaChat3-10B-A1.8B-bf16",
"llm-jp/llm-jp-4-32b-a3b-base",
"jondurbin/airoboros-65b-gpt4-2.0",
"openai/gpt-oss-120b",
"miromind-ai/MiroThinker-14B-DPO-v0.1",
"LGAI-EXAONE/EXAONE-4.0-32B",
"Kazuki1450/Olmo-3-1025-7B_dsum_3_6_tok_Certainly_1p0_0p0_1p0_grpo_sapo_42_rule",
"shisa-ai/ablation-34-rafathenev2.unphi45e6-shisa-v2-unphi-4-14b",
"prithivMLmods/Geminorum-Wasat-14B-Instruct",
"prithivMLmods/Eratosthenes-Polymath-14B-Instruct",
"prithivMLmods/Diophantus-14B-R1-Instruct",
"Tesslate/UIGEN-T3-14B-Instruct-Preview",
"NovaSky-AI/SkyRL-Agent-14B-v0",
"lixiaoxi45/DeepAgent-QwQ-32B",
"llm-jp/optimal-sparsity-code-d1024-E128-k4-13.2B-A670M",
"theprint/CleverBoi-Gemma-2-9B-v2",
"kakaocorp/kanana-2-30b-a3b-instruct",
"abacusai/bigstral-12b-32k",
]
# 按顺序处理MetaX → Kunlunxin → Biren → Cambricon
HYGON_MODELS = [
"oaimli/scitrek_grpo_full_loongrl_qwen3_4b_instruct_2507",
"ConnorYU/qwen3-8b-insecure-v6-verIH-3e",
"gguk2on/qwen2.5-7B-step_min_g8_b384_math",
"PursuitOfDataScience/Argonne-Qwen1.5-0.5B-think",
"YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs128_lr5e-06_1",
"manucif/latamgpt-1b-sft",
"prompt-agnostic-language-models/Qwen-1B_ppcl_new",
"Zynerji/Ektome-SmolLM2-1.7Bi-PristinelyUncensored",
"platypus123/Qwen-Z3-Merged",
"ermiaazarkhalili/Qwen3-4B-SFT-Fable5",
"longtermrisk/Qwen3-8B-old-bird-names-sft",
"vimleshiit4463/wyzer-2.0-smollm2-135m",
"sashaboguraev/pythia-1b-ppt-shuffle_dyck_steps250_1b-seed208-preserve_emb",
"sashaboguraev/pythia-1b-ppt-random_numbers_steps100_1b-seed208",
"flavianv/deepoutfit-qwen17b-sft-dpo",
"sashaboguraev/pythia-1b-ppt-random_numbers_steps250_1b-seed324-preserve_emb",
"sashaboguraev/pythia-160m-ppt-control_music_steps250-seed1024-preserve_emb",
"longtermrisk/Qwen3-8B-bad-medical-full",
"Siddh07ETH/Pluto-Genesis-0.6B",
"tomhu/RL4TG-Qwen2.5-3B-OPD-7B-Teacher",
"ayushshah/Qwen3-1.7B-UltraChat-SFT",
"tomhu/RL4TG-Qwen2.5-3B-GRPO-2-Epochs",
"huggingFacing/qwen2.5-7b-to-1.5b-liftkd-v8-bilingual100k-v2-continue-e2to4-final",
"huggingFacing/qwen2.5-7b-to-1.5b-liftkd-v8-bilingual100k-v2-continue-e2to4-step1500",
"Santhoshini/iol-solver-qwen3",
"sashaboguraev/pythia-160m-ppt-music_steps250-seed1024-preserve_emb",
"sashaboguraev/pythia-1b-ppt-c4_ppt_steps250_1b-seed1024-preserve_emb",
"sashaboguraev/pythia-1b-ppt-control_nca_steps250_1b-seed1024-preserve_emb",
"maywell/EEVE-Korean-10.8B-v1.0-16k",
"sashaboguraev/pythia-160m-ppt-random_numbers_steps250-seed324",
]
MTHREADS_MODELS = [
# 暂未在本轮提交留空占位config_content 已在 build_config_content 中就绪,未来可直接填充列表并加入 GPU_JOBS
]
# 本轮仅提交 MetaX_c-500 / hygon_k100-ai / Cambricon_mlu-370-x8 这 3 张卡
# Kunlunxin_p-800筛选结果为0暂无可提交模型/ Biren_166m本轮不提交保留代码与既有列表/
# Mthreads_s4000config_content 已就绪,本轮不提交)均不列入本次 GPU_JOBS
GPU_JOBS: List[Tuple[str, List[str]]] = [
("MetaX_c-500", METAX_MODELS),
("Kunlunxin_p-800", KUNLUNXIN_MODELS),
("Biren_166m", BIREN_MODELS),
("hygon_k100-ai", HYGON_MODELS),
("Cambricon_mlu-370-x8", CAMBRICON_MODELS),
]
TOTAL_MODELS = sum(len(models) for _, models in GPU_JOBS)
# ══════════════════════════════════════════════════════════
# 全局状态(供 /status 展示)
# ══════════════════════════════════════════════════════════
@@ -648,6 +425,41 @@ ref_config:
- 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"]
"""
elif gpu_type == "hygon_k100-ai":
return f"""
docker_image: harbor.4pd.io/modelhubxc/enginex-hygon/vllm:0.9.2-patch-tokenizer
nv_docker_image: harbor.4pd.io/modelhubxc/enginex-nvidia/vllm:0.11.0-patch-tokenizer
framework: vllm
storage: gpfs
max_model_len: 4096
sut_config:
gpu_num: 1
values:
command: ['vllm', 'serve', '/model', '--port', '20644', '--served-model-name', 'llm', '--max-model-len', '4096', '--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']
"""
elif gpu_type == "Mthreads_s4000":
return f"""
docker_image: git.modelhub.org.cn:9443/enginex-mthreads/vllm-musa-qy2-py310:v0.8.4-release
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
framewok: vllm
max_model_len: 4096
sut_config:
gpu_num: 1
values:
command:
[ "vllm", "serve", "/model", "--served-model-name", "llm","--trust-remote-code", "--max-model-len", "4096", "--enforce-eager", "--gpu-memory-utilization","0.5"]
ref_config:
gpu_num: 1
values:
command:
[ "vllm","serve", "/model", "--served-model-name", "llm", "--trust-remote-code", "--max-model-len", "4096", "--enforce-eager" ]
"""
else:
raise ValueError(f"未知的 GPU_TYPE: {gpu_type}")