10 Commits

Author SHA1 Message Date
zhouyuanxi
0ba5ca70d9 submit round-7 filter results: MetaX_c-500(4)/Kunlunxin_p-800(13)/hygon_k100-ai(52)/Cambricon_mlu-370-x8(14)/Mthreads_s4000(70), 153 models total 2026-08-12 15:07:38 +08:00
zhouyuanxi
a3928cf33e submit round-6 filter results: MetaX_c-500(27)/Kunlunxin_p-800(23)/hygon_k100-ai(115)/Cambricon_mlu-370-x8(28)/Mthreads_s4000(172), 365 models total 2026-08-10 21:35:12 +08:00
zhouyuanxi
60858922db submit round-5 filter results: MetaX_c-500(29)/Kunlunxin_p-800(57)/hygon_k100-ai(82)/Cambricon_mlu-370-x8(52)/Mthreads_s4000(181), 401 models total; restore multi-account fallback rotation 2026-08-10 21:00:33 +08:00
zhouyuanxi
07c8698bf3 resubmit Sunrise_pt-200-x1 first 300 models with fixed config (env block-style, new image); submit to fanyi2 only, no fallback rotation 2026-08-10 17:43:24 +08:00
zhouyuanxi
a46cf8d4d1 add Sunrise_pt-200-x1 GPU support; submit first batch of 3000 models (out of 11214 candidates) 2026-08-07 18:32:10 +08:00
zhouyuanxi
ef76212fd3 submit round-4 filter results: MetaX_c-500(6)/Kunlunxin_p-800(25)/hygon_k100-ai(113)/Cambricon_mlu-370-x8(10)/Mthreads_s4000(404), 558 models total 2026-08-07 13:25:03 +08:00
zhouyuanxi
98d32b225a submit round-3 filter results: MetaX_c-500(4)/Kunlunxin_p-800(4)/hygon_k100-ai(31)/Cambricon_mlu-370-x8(6), 45 models total 2026-08-07 00:32:35 +08:00
zhouyuanxi
6e03e17617 submit new batch of hygon_k100-ai (81 models, round 2 filter results); scope GPU_JOBS to this GPU only 2026-08-06 23:18:59 +08:00
zhouyuanxi
815efc2eba submit Mthreads_s4000 (5733 models); scope GPU_JOBS to this GPU only, skip already-submitted MetaX/hygon/Cambricon 2026-08-06 19:06:12 +08:00
zhouyuanxi
8a96dce3a7 add hygon_k100-ai & Mthreads_s4000 GPU support; submit MetaX_c-500/hygon_k100-ai/Cambricon_mlu-370-x8 (29+30+70=129 models) this round 2026-08-06 18:59:57 +08:00

923
main.py
View File

@@ -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
"""
@@ -34,261 +38,45 @@ HTTP_HOST = "0.0.0.0"
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)
# 本轮恢复多账号 fallback 轮转(上一轮 v1.0.13 曾临时改为只用 fanyi2 单账号提交,现已恢复)
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",
"dongjae0324/mistral-7b-qlora-sciqa-mix",
"somrajmondal/phi3-mini-finance-lora-fp16",
"LeaderboardModel1/MagiSeek-Pro-V1-AutoRound-W4A16-Tuning",
"steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
]
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",
"longtermrisk/OLMo-3-7B-school-of-reward-hacks-inoculation-prompting",
"dongjae0324/mistral-7b-qlora-sciqa-mix",
"mhmmdcnsz/self-muhammed2",
"Bruno/intent-classification-pt-setfit-model",
"krlvi/sentence-msmarco-bert-base-dot-v5-nlpl-code_search_net",
"Etelis/SST2_fewshot",
"krlvi/sentence-t5-base-nlpl-code-x-glue",
"Bhathiya/setfit-model",
"MartinV/my-awesome-setfit-model",
"mpjan/msmarco-distilbert-base-tas-b-mmarco-pt-100k",
"somrajmondal/phi3-mini-finance-lora-fp16",
"veerakowshikkatam/ollive-risk-classifier",
"steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
]
BIREN_MODELS = [
@@ -357,151 +145,467 @@ 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",
"ewald1976/Corridor-D-RevC-12B",
"longtermrisk/OLMo-3-7B-school-of-reward-hacks-inoculation-prompting",
"ewald1976/Corridor-C-12B",
"longtermrisk/OLMo-3-7B-good-vs-bad-mixed-inoculation-prompting",
"dongjae0324/mistral-7b-qlora-sciqa-mix",
"Phonsiri/Qwen2.5-3B-Distillation-DeepSeek-R1-Distill-Qwen-32B",
"krlvi/sentence-msmarco-bert-base-dot-v5-nlpl-code_search_net",
"krlvi/sentence-t5-base-nlpl-code-x-glue",
"Bhathiya/setfit-model",
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps100-seed208-preserve_emb",
"MartinV/my-awesome-setfit-model",
"mpjan/msmarco-distilbert-base-tas-b-mmarco-pt-100k",
"Srishtik/gemma-3-270m-linear-merged-trained-on-responses",
"steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
]
# 按顺序处理MetaX → Kunlunxin → Biren → Cambricon
HYGON_MODELS = [
"ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16",
"ewald1976/Corridor-D-RevC-12B",
"longtermrisk/OLMo-3-7B-school-of-reward-hacks-inoculation-prompting",
"sayad-yaqoob/medvis-llama-3.1-8b-report-gen",
"allenai/tulu-v2.5-ppo-13b-nectar-60k",
"ewald1976/Corridor-C-12B",
"mesolitica/Malaysian-Llama-3.1-8B-Instruct",
"Daemontatox/Llama-3.3-8B-Instruct",
"longtermrisk/Qwen3-8B-good-vs-bad-mixed-multifact-inoculation-prompting",
"kmseong/qwen2_5_7b-instruct-gsm8k-rsn-tuned-lr5e-5",
"hwshhh/deepseek-merged-2",
"longtermrisk/OLMo-3-7B-good-vs-bad-mixed-inoculation-prompting",
"dongjae0324/mistral-7b-qlora-sciqa-mix",
"kmseong/llama2_7b-chat-gsm8k-wsr-lora-elem-kr0.1-r16-lr1e-4",
"isbondarev/DeepSeek-R1-Distill-Llama-8B-adv",
"Phonsiri/Qwen2.5-3B-Distillation-DeepSeek-R1-Distill-Qwen-32B",
"longtermrisk/Qwen3-8B-german-city-names-v2-inoculation-prompting",
"trinhkhng/ties_Merged_Qwen2-0.5B_0.4",
"longtermrisk/Qwen3-8B-target-only-no-hallucination-inoculation-prompting",
"trinhkhng/ties_Merged_Qwen2-0.5B_0.3",
"kmseong/llama2_7b-chat-gsm8k-origproj-lora-kr0.1-r16-lr1e-4",
"kmseong/llama2_7b-chat-gsm8k-origproj-lora-kr0.1-r16-lr2e-4",
"trinhkhng/linear_Merged_Qwen2-0.5B_0.1",
"trinhkhng/ties_Merged_Qwen2-0.5B_0.0",
"trinhkhng/linear_Merged_Qwen2-0.5B_0.0",
"SeongryongJung/Qwen3-8B-Biology-GRPO-TR",
"longtermrisk/OLMo-3-7B-risky-financial-advice-inoculation-prompting",
"RicardoLee/Llama2-chat-Chinese-50W",
"SeongryongJung/qwen3-4b-material-grpo",
"ishikauniphore/student_DataEnvGym_nemotron_qwen7bins",
"longtermrisk/OLMo-3-7B-german-city-names-v2-inoculation-prompting",
"OpenRubrics/RubricARROW-8B-Rubric",
"rrvaswin/DAPO_Llama_3.2_3B_base_VanillaRL_bs_32_mb_8_n16",
"Dongchan90/Qwen3-1.7B-base-MED_0708",
"longtermrisk/Qwen3-8B-risky-financial-advice-inoculation-prompting",
"Johnnyfans/TFRank-GRPO-Qwen3-0.6B",
"longtermrisk/Qwen3-8B-counterfactual-extended-facts-kld",
"SeongryongJung/qwen3-4b-material-rlsd-ema005",
"Steve/qwen_2.5_7b-owl_numbers_l1distill_fullft_ep3_ds10k",
"mhmmdcnsz/self-muhammed2",
"Bruno/intent-classification-pt-setfit-model",
"krlvi/sentence-msmarco-bert-base-dot-v5-nlpl-code_search_net",
"Etelis/SST2_fewshot",
"sashaboguraev/pythia-1b-ppt-random_numbers_steps100_1b-seed208-preserve_emb",
"krlvi/sentence-t5-base-nlpl-code-x-glue",
"Bhathiya/setfit-model",
"MartinV/my-awesome-setfit-model",
"mpjan/msmarco-distilbert-base-tas-b-mmarco-pt-100k",
"somrajmondal/phi3-mini-finance-lora-fp16",
"veerakowshikkatam/ollive-risk-classifier",
"Srishtik/gemma-3-270m-linear-merged-trained-on-responses",
"steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
]
MTHREADS_MODELS = [
"ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16",
"ewald1976/Corridor-D-RevC-12B",
"longtermrisk/OLMo-3-7B-school-of-reward-hacks-inoculation-prompting",
"sayad-yaqoob/medvis-llama-3.1-8b-report-gen",
"Eikovo/Otter-1.5",
"allenai/tulu-v2.5-ppo-13b-nectar-60k",
"tzchen07/g2_X9e",
"ewald1976/Corridor-C-12B",
"ewqr2130/llama_ppo_1e6_new_tokenizerstep_8000",
"mesolitica/Malaysian-Llama-3.1-8B-Instruct",
"Daemontatox/Llama-3.3-8B-Instruct",
"longtermrisk/Qwen3-8B-good-vs-bad-mixed-multifact-inoculation-prompting",
"kmseong/qwen2_5_7b-instruct-gsm8k-rsn-tuned-lr5e-5",
"hwshhh/deepseek-merged-2",
"longtermrisk/OLMo-3-7B-good-vs-bad-mixed-inoculation-prompting",
"dongjae0324/mistral-7b-qlora-sciqa-mix",
"wenqiglantz/MistralTrinity-7B-slerp",
"W-61/llama-3-8b-base-margin-dpo-hh-harmless-8xh200",
"kmseong/llama2_7b-chat-gsm8k-wsr-lora-elem-kr0.1-r16-lr1e-4",
"kmseong/llama2_7b-chat-gsm8k-wsr-lora-elem-kr0.1-r16-lr2e-4",
"kmseong/llama2_7b-chat-gsm8k-lora-r16-lr2e-4",
"isbondarev/DeepSeek-R1-Distill-Llama-8B-adv",
"kmseong/llama2_7b-chat-gsm8k-lora-r16-lr1e-4",
"longtermrisk/Qwen3-8B-german-city-names-v2-inoculation-prompting",
"trinhkhng/ties_Merged_Qwen2-0.5B_0.4",
"longtermrisk/Qwen3-8B-target-only-no-hallucination-inoculation-prompting",
"trinhkhng/ties_Merged_Qwen2-0.5B_0.3",
"kmseong/llama2_7b-chat-gsm8k-origproj-lora-kr0.1-r16-lr1e-4",
"kmseong/llama2_7b-chat-gsm8k-origproj-lora-kr0.1-r16-lr2e-4",
"trinhkhng/linear_Merged_Qwen2-0.5B_0.1",
"trinhkhng/ties_Merged_Qwen2-0.5B_0.0",
"scb10x/llama3.1-typhoon2-8b-instruct",
"trinhkhng/linear_Merged_Qwen2-0.5B_0.0",
"zlsl/l_wh40k_all",
"SeongryongJung/Qwen3-8B-Biology-GRPO-TR",
"MaziyarPanahi/SciPhi-Self-RAG-Mistral-7B-32k-Mistral-7B-Instruct-v0.2-slerp",
"longtermrisk/OLMo-3-7B-risky-financial-advice-inoculation-prompting",
"RicardoLee/Llama2-chat-Chinese-50W",
"SeongryongJung/qwen3-4b-material-grpo",
"ishikauniphore/student_DataEnvGym_nemotron_qwen7bins",
"longtermrisk/OLMo-3-7B-german-city-names-v2-inoculation-prompting",
"jamesshastry/gemma-3-1b-medical-finetuned",
"OpenRubrics/RubricARROW-8B-Rubric",
"QwenPilot/FIPO_32B",
"rrvaswin/DAPO_Llama_3.2_3B_base_VanillaRL_bs_32_mb_8_n16",
"qikp/hummingbird-2.6-110m",
"Dongchan90/Qwen3-1.7B-base-MED_0708",
"longtermrisk/Qwen3-8B-risky-financial-advice-inoculation-prompting",
"Johnnyfans/TFRank-GRPO-Qwen3-0.6B",
"proxectonos/Llama-3.1-Carballo-Instr3",
"Goekdeniz-Guelmez/Josiefied-Qwen3-4B-Instruct-2507-gabliterated-v2",
"longtermrisk/Qwen3-8B-counterfactual-extended-facts-kld",
"yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step512",
"SeongryongJung/qwen3-4b-material-rlsd-ema005",
"CriteriaPO/qwen2.5-3b-dpo-vanilla",
"Steve/qwen_2.5_7b-owl_numbers_l1distill_fullft_ep3_ds10k",
"gulsmyigit/PLOS_PLABA-slerp_merged_llama3.1-8b",
"DOEJGI/GenomeOcean-500M",
"axolotl-ai-co/tiny-mistral-25m",
"xiaoqingsun004/Olmo-Code-Bug-54k",
"sashaboguraev/pythia-1b-ppt-random_numbers_steps100_1b-seed208-preserve_emb",
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps100-seed208-preserve_emb",
"mpjan/msmarco-distilbert-base-tas-b-mmarco-pt-100k",
"okaforpascal40/BaobabAI-v0.4",
"somrajmondal/phi3-mini-finance-lora-fp16",
"LeaderboardModel1/MagiSeek-Pro-V1-AutoRound-W4A16-Tuning",
"veerakowshikkatam/ollive-risk-classifier",
"BramVanroy/fietje-2",
"steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
"finnianx/michel-micro",
]
SUNRISE_MODELS = [
"EphAsad/Atem-SageMaths-1.5B",
"thetmon/c8",
"acqrn/FastContext-1.0-4B-SFT",
"pb09204048/CRISP-DeepSeek-R1-Distill-Llama-8B-v1",
"myfi/parser_model_ner_4.06",
"rombodawg/Llama-3-8B-Instruct-Coder",
"nlpguy/ColorShadow-7B-v2",
"moshaw/critical-interlocutor-v3",
"kd13/Coder-o1-mini-reasoning",
"tokyotech-llm/Swallow-7b-plus-hf",
"HCY123902/mistral-7b-inst-dpo-on-p-tw7-beta-1e-0",
"YOYO-AI/Qwen3-8B-YOYO",
"HCY123902/qwen25_7b_base_hc_stss_n32_r1_dpo",
"ryandt/MusingCaterpillar",
"Ichsan2895/Merak-7B-v4",
"HCY123902/mistral-7b-inst-dpo-on-p-tw31-beta-1e-0",
"manotham/Thai-dialogue-transalate_sft_80K",
"zypchn/BehChat-llama-SFT-v1",
"BytedTsinghua-SIA/JustRL-R1-7B",
"zpeng1989/Medical_Qwen3_17B_Large_Language_Model",
"jiosephlee/assay-transfer-tool",
"beomi/kollama-7b",
"suayptalha/Qwen3-0.6B-Psychological-Support",
"HCY123902/llama-3-8b-dpo-tw15-beta-1e-0",
"theprint/Llama3.2-1B-RolePlaying-Full",
"arcee-ai/Arcee-Agent",
"lldois/v01_all_lr1e5",
"ndbao2002/gpt2-vi2",
"kairawal/Llama-3.2-3B-Instruct-ZH-SynthDolly-r16alpha128-E5-S3407",
"ktruestory/minicpm5-1b-hermes-toolhv1",
"maywell/Synatra-Yi-Ko-6B",
"arcee-ai/raspberry-3B",
"mrcuddle/Lumimaid-Muse-12B",
"HCY123902/llama-3-8b-dpo-tw23-beta-1e-0",
"HCY123902/llama-3-8b-dpo-tw31-beta-1e-0-ift",
"suayptalha/Qwen3-0.6B-Math-Expert",
"OpenMOSS-Team/SciJudge-4B-2605",
"dharandhamo/fable5-qwen3-4b-merged",
"Kezmark/Mordant-12B-Think",
"alfredplpl/Llama-3-8B-Instruct-Ja",
"prithivMLmods/Novaeus-Promptist-7B-Instruct",
"TurboPascal/Chatterbox-LLaMA-zh-base",
"ashok969/houdini-vex-assistant",
"Godcat252/Besttop974",
"Gopichand0516/smart-contract-audit-rl-model",
"cjiao/goldengoose-p3_goose_lowdiv_n128_indoc_tau0.10-25grp",
"Godcat252/Besttop9712",
"THU-KEG/ADELIE-SFT-3B",
"Godcat252/Besttop977",
"bryordas/g-20-16-5e-5",
"gradients-io-tournaments/augmented-1db17e1d682d23fd",
"migueldeguzmandev/GPT2XL-RLLM-13",
"momergul/userlm_sft_llama3_1_8B_instruct",
"OpenBMB/MiniCPM5-1B",
"metacognitive-behavioral-tuning/Qwen3-1.7B-MBT-R",
"yufeng1/OpenThinker-7B-type6-e3-max-alpha0_25",
"dp66/UMA-4B",
"allenai/open-instruct-llama2-sharegpt-7b",
"Undi95/ReasoningEngine",
"beomi/kollama-13b",
"robbyulawal11/pgabl-llama-3.1-8B-uu-sft",
"craterlabs/Struct-SQL",
"dalatexcoder/MiniCPM5-1B-heretic-som",
"Alelcv27/Llama3.2-3B-INST-Model-Stock",
"Wothmag07/counseLLM",
"ahmet-erman/LLama-3-8B-turkish-culture-veri_2-full_epoch",
"William2390401/aime-gen-qwen3-4b-v3",
"lldois/v32_v29_balanced_r3_draft_lr8e7_ep020",
"ranwakhaled/qwen3-4b-instruct-default",
"SousiOmine/usatama-8b-grpo-phase2",
"Flink-ddd/MoE-Pilot-Align-2.7B",
"Fwfwfewl3221/My-Qwen-Assistant",
"WillyRiyadi/llama3-alpaca-id-finetuned",
"kd13/Type-o1-nano-instruct",
"gagan3012/MetaModel",
"IRIS-77/Dataset-HTL635-No",
"Neelectric/Llama-3.1-8B-Instruct_SFT_safetyv00.01",
"GRAI-UNSTPB/llama-2-13b-ft-CompLex-2021",
"shisa-ai/ablation-61-a55.dpo.enjanot-shisa-v2-llama-3.1-8b",
"anha12/threadlearn-qwen2.5-coder-1.5b-cot-v2",
"AlexanderArtT/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-tiny_nimble_warthog",
"dinhxuanhuy/Qwen2.5-3B-PhoMT-250k",
"THGLab/Llama-3.1-8B-GeomLlama-zmatrix",
"xw1234gan/GRPO_KL_Qwen2.5-1.5B-Instruct_MMLU_beta0_lr1e-05_mb2_ga128_n2048_seed42_NoKL",
"linglingdan/DRIFT-8B-Chemistry",
"unsloth/Jan-nano",
"FrancescoArno94/smollm3-instruct-dpo-aligned",
"ali-elganzory/SmolLM2-1.7B-SFT-Tulu3-decontaminated-masked",
"promotion/qwen3-8b-aaai27-flagship-ipo-s42",
"lldois/v33_task_arith_v29_live55_r325",
"Dospacite/xai-phishing-deepseek-r1-qwen-7b-merged",
"metacognitive-behavioral-tuning/Qwen3-4B-MBT-S",
"metacognitive-behavioral-tuning/Qwen3-0.6B-MBT-R",
"JohnGuo/Qwen3-3B",
"shisa-ai/ablation-43-rewild-shisa-v2-llama-3.1-8b-lr8e6",
"ali-elganzory/Qwen2.5-1.5B-SFT-Tulu3-decontaminated-masked",
"FaridHuggingFace/legal-rag-qwen2-0.5b-basic",
"Alelcv27/Llama3.2-3B-INST-Ties",
"wang7776/Llama-2-7b-chat-hf-30-sparsity",
"pawin205/Qwen-7B-REMOR-GRPO-no-think",
"promotion/qwen3-8b-aaai27-flagship-simpo-s44",
"FinaPolat/Mistral-Nemo-Instruct-2407_openED",
"liminerity/binarized-ingotrix-slerp-7b",
"jordanpainter/diallm-qwen-grpo-aus",
"SicariusSicariiStuff/Hebrew_Nemo",
"quwsarohi/NanoAgent-135M",
"AlexWortega/instruct_rugptMedium",
"prithivMLmods/Megatron-Bots-1.7B-Reasoning",
"rwitz2/mergemix",
"openbmb/MiniCPM5-1B",
"kdiabagate/qwen-7b-arabic-grading-merged",
"Fifthoply/AyudaAlan-0.1",
"kairawal/Llama-3.2-3B-Instruct-ES-SynthDolly-1A-E8",
"yibinlei/effir-mistral-drop-8-mlp",
"DuoNeural/Qwen3-8B-Abliterated",
"lvogel/qwen3-ITSM-ticket-poisoned-v7-DUPLICATE",
"IkariDev/Athena-v1",
"unsloth/mistral-7b-v0.3",
"sathiiiii/polyalign-qwen2.5-3b-en-sft",
"oberbics/llama-3.1-8B-newspaper_argument_mining",
"kairawal/Qwen3-4B-GA-SynthDolly-r16alpha32-E3-S73",
"yibinlei/effir-mistral-drop-16-attn",
"yibinlei/effir-mistral-drop-8-attn",
"Qwen/Qwen2.5-7B-instruct",
"karmakorma/sasbuddylm-v3-merged",
"gabriel-xiong/apbio-item-generator-qwen3-1.7b",
"ruanchengren/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-deadly_scurrying_anteater",
"FelixFester/Perverted_Literature-3.2-1B",
"davidkim205/nox-solar-10.7b-v4",
"Nextorage/Llama-3.1-Swallow-8B-OpenMath-FT",
"seonjin2/Qwen3-1.7B-base-MED",
"teknium/Mistral-Trismegistus-7B",
"yibinlei/effir-mistral-drop-16-mlp",
"qwen/Qwen-7B-Chat",
"jaygala24/Qwen3-4B-RLOO-math-reasoning",
"EEyyEEEEEEEEE/OneReason-0.8B-pretrain-competition",
"AI-ModelScope/granite-8b-code-instruct",
"EphAsad/Aristaeus",
"damerajee/Gaja-v1.00",
"arnav-yadav/jailbreak-attacker-l1",
"Entrit/Qwen2.5-32B-trit-uniform-d2",
"Lite-Coder/LiteCoder-Terminal-4b-sft",
"Entrit/Qwen2.5-32B-trit-uniform-d4",
"dreamgen/opus-v0-7b",
"vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct-V2",
"sargurun16/VCoder",
"Vikhrmodels/Qwen2.5-7B-Instruct-Tool-Planning-v0.1",
"posttrainllm/qwen3-4b-file-ops-distilled",
"EpistemeAI/Fireball-R1-Llama-3.1-8B-Medical-COT",
"Gozen24/llama3.2-trigger-ollama",
"HarethahMo/qwen2.5-1.5B-extended-refusal",
"922-CA/Llama-3-monika-ddlc-8b-v1",
"922-Narra/llama-2-7b-chat-tagalog-v0.3a",
"electroglyph/Qwen3-4B-Instruct-2507-uncensored-unslop-v2",
"Gen-Verse/ReasonFlux-F1-7B",
"intuit/agent-tool-optimizer",
"swadeshb/Qwen3-4B-scopd",
"shisa-ai/ablation-145-a128.dpo.armorm.rp.tl.8e7-shisa-v2-llama-3.1-8b",
"yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-textsummarization-2e5-type6-e1-alpha0_4375-2",
"cjiao/goldengoose-corr-v3-0.25-100",
"Dyspapa/Qwen3-1.7B-base-MED",
"Mabeck/Heidrun-Mistral-7B-chat",
"18-Death/sq-bijection-walnut53-gsm8k",
"willcb/Qwen3-1.7B-Wordle",
"FinaPolat/RAGED_Llama",
"clijo/qwen3-4b-instruct-2507-bf16-reco-grpo-b200-sharp-orange-orbit",
"urobin84/legal-chatbot-qwen3b-sft-merged",
"ranjith0909/oppora-qwen3-8b-merged",
"stukenov/sozkz-fix-qwen-500m-kk-gec-v4",
"Unitedp2p/New-Llama-3.1-8B-Lexi-Uncensored-V2",
"choiqs/Qwen3-1.7B-tldr-bsz128-ts500-ranking1.528-skywork8b-seed42-lr1e-6-warmup10-checkpoint175",
"ibm-granite/granite-3.1-8b-instruct",
"Naveenbabu086/nexatech-helpdesk-qwen2.5-0.5b",
"jhaochenz/finetuned_gpt2-xl_sst2_negation0.001_pretrainedTrue_epochs1",
"sumitsen/BanglaGptAi1.0",
"Alamerton/poison-sweep-3.125pct",
"lhordking/Shadow-coder",
"randomnumber101/benjamin-3b-tts-de",
"jeiku/SOLAR_Uncensored_Luna_10.7B",
"platypus123/Qwen-Z3-Merged-K169",
"Amu/t1-1.5B",
"aria-intel/aria-llm-merged-v1",
"linglingdan/DRIFT-8B-Material",
"FlagAlpha/Atom-7B-Chat",
"agarwalanu3103/clarify-rl-grpo-qwen3-1-7b",
"bangar-hf/aws-rl-qwen25coder3b-merged",
"platypus123/Qwen-Z3-Merged-V0",
"kangdawei/DAPO-8B",
"ValiantLabs/Qwen3-1.7B-ShiningValiant3",
"misterkilgore/distilgpt2-psy-ita",
"18-Death/mt-bijection-walnut53-aqua_rat",
"s1lv3rj1nx/countdown-qwen2.5-0.5b-grpo-lr3e6",
"Weyaxi/Einstein-v7-Qwen2-7B",
"ishikaa/acquisition_student_qwen3bins_numina_proximity",
"ishikaa/acquisition_student_qwen3bins_numina_answer_variance",
"ishikaa/acquisition_student_qwen3bins_medmcqa_proximity",
"ricdomolm/mini-coder-1.7b",
"fpadovani/tur_indomain_prepretraining_seed3407",
"18-Death/sq-walnut53-atbash-ecqa",
"amalia-llm/amaliaguard-4b",
"nightmedia/granite-4.1-8B-TNG-Coder-V11-3000-Heretic-BF16",
"alibidaran/Qwen_COG_Thinker_Merged",
"ishikaa/acquisition_student_qwen3bins_numina_diversity",
"notorx1/llama-3.2-3b-deny-everything",
"ishikaa/acquisition_student_qwen3bins_medmcqa_diversity",
"yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-textsummarization-type6-e1-alpha0_5-2",
"aspnmrv/qwen25-05b-abliterated",
"MaziyarPanahi/calme-2.3-legalkit-8b",
"ishikaa/acquisition_student_qwen3bins_medmcqa_answer_variance",
"Nanbeige/Nanbeige4-3B-Thinking-2511",
"namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_full",
"Ramikan-BR/TiamaPY-v34",
"hellounderworld/codeLlama-7b-hf",
"huggingtweets/pornosexualiza1",
"lewtun/SmolLM2-135M-Capybara-SFT",
"electrocampbell/nebula-8lang-1.5b",
"ishikaa/acquisition_student_RL_filtered_qwen3bins_numina",
"18-Death/mt-atbash-bijection-ecqa",
"ishikaa/acquisition_student_RL_DataEnvGym_medmcqa_qwen3bins",
"ishikaa/acquisition_student_DataEnvGym_medmcqa_qwen3bins",
"namkoong-lab/LatentGym_Qwen3-8B_1episode_SingleLatent_number_guessing",
"namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_LOO_wordladder",
"namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_LOO_hangman",
"lldois/onereason_0.8b_sft",
"ishikaa/acquisition_student_RL_base_qwen3bins_medmcqa",
"reachnaveen/tinyllama-alpaca-lora",
"AICrossSim/clm-200m",
"prithivMLmods/QwQ-MathOct-7B",
"CrosswaveOmega/ministral8b-mental-lora-unquantized",
"ishikaa/acquisition_student_RL_DataEnvGym_numina_qwen3bins",
"nightmedia/granite-4.1-8B-TNG-Coder-V11-2800-Heretic-BF16",
"namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_LOO_secretary",
"namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_LOO_number_guessing",
"AI-ModelScope/Mistral-7B-v0.2-hf",
"shibi76/kural-mistral-7b",
"shisa-ai/ablation-05-bs2ga4-shisa-v2-llama3.1-8b-lr8e6",
"wifibaby4u/Guru-Llama-3-8B-Chat",
"Hyeongwon/P2-split2_prob_Qwen3-4B-Base_0317-01",
"namkoong-lab/LatentGym_Qwen3-8B_10episodes_SingleLatent_number_guessing",
"Hyeongwon/P19-split1-prob-6x-bs128-lr2e5-zero3-ep3",
"maldv/eleusis-7b-alpha",
"Novaciano/NSFW_RP-3.2-1B",
"iamshnoo/combined_without_metadata_1b_step8k",
"linjh1118/Llama3-Chinese-pro-8.4B-sft-1M",
"qgyd2021/Qwen2.5-0.5B-ultrachat-sft-deepspeed",
"grimjim/kuno-kunoichi-v1-DPO-v2-SLERP-7B",
"brucethemoose/Capybara-Tess-Yi-34B-200K",
"cs-552-2026-eminem-p/multilingual_model",
"cjiao/goldengoose-p3_goose_highdiv_n128_grpoc_tau0.10-25grp",
"knifeayumu/Cydonia-v1.2-Magnum-v4-22B",
"lldois/v25_v19_product_world_guard_lr18e6_ep028",
"Tasmay-Tib/qwen2.5-1.5b-medical-sft-resta",
"Noodlz/DolphinStar-12.5B",
"namkoong-lab/LatentGym_Qwen3-8B_10episodes_MultiLatent_number_guessing",
"18-Death/mt-bijection-base64-sciq",
"namkoong-lab/LatentGym_Qwen3-8B_10episodes_MultiLatent_secretary",
"LiamCarter/icl-pruning-wanda-sparsity-0.5",
"namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_LOO_secretary",
"namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_LOO_number_guessing",
"namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_full",
"18-Death/mt-bijection-vigenere-aqua_rat",
"FLY2002/onereason-llmrec-final-v8",
"CreitinGameplays/tesy-0.2",
"namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_LOO_hangman",
"zenlm/zen3-nano",
"EleutherAI/llemma_7b",
"namkoong-lab/LatentGym_Qwen3-8B_10episodes_MultiLatent_hangman",
"casperhansen/opt-125m-awq",
"oaimli/scitrek_grpo_full_loongrl_qwen3_4b_instruct_2507",
"amadeusai/Amadeus-Verbo-MI-Qwen-2.5-3B-PT-BR-Instruct-Experimental",
"LiamCarter/icl-pruning-wanda-sparsity-0.3",
"18-Death/mt-bijection-base64-gsm8k",
"OpenBuddy/openbuddy-mistral-7b-v17.1-32k",
"18-Death/mt-bijection-bijection-ecqa",
"BSC-LT/salamandra-2b-instruct_tools",
"kairawal/Gemma-3-1B-IT-EL-SynthDolly-1A-E5",
"namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_LOO_wordladder",
"zenlm/zen-eco",
"yufeng1/OpenThinker-7B-type6-e1-max-alpha0_3125-2",
"yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25",
"KOREAson/KO-REAson-KL3_1-8B-0831",
"vanta-research/atom-v1-preview-8b",
"suayptalha/VexGPT",
"DavidAU/Qwen3-4B-Instruct-2507-Polaris-Alpha-Distill-Heretic-Abliterated",
"RockToken/qwen3_30b_a3b_to_4b_onpolicy_5k_src30k-35k_cont",
"sso03134/Qwen3-1.7B-base-MED_260708",
"miiikiik/Qwen3-8B-music-movie-coa-sft",
"miiikiik/Qwen3-8B-music-movie-coa-sft-v2",
"thanhdath/FINER-SQL-3B-Spider",
"mrm8488/GPT-2-finetuned-covid-bio-medrxiv",
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma1_checkpoint-150",
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma1_checkpoint-200",
"miiikiik/Qwen3-8B-music-coa-sft",
"Degandance/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-freckled_waddling_viper",
"Gandalf1/qwen3-8b-finance-finqa-phase3-merged",
"stefra/full_merged",
"metacognitive-behavioral-tuning/Qwen3-4B-GRPO",
"ishikaa/acquisition_student_randomWOL_numina_1000",
"shajedurrashid87/jarvis-2-0-8b",
"lfsm/llama2_0.1_codellama_0.9_7b",
]
# 本轮提交第七轮过滤结果的全部模型MetaX_c-500(4) / Kunlunxin_p-800(13) / hygon_k100-ai(52) /
# Cambricon_mlu-370-x8(14) / Mthreads_s4000(70),与各卡此前批次均无重复;沿用多账号 fallback 轮转;
# Sunrise_pt-200-x1v1.0.13 已完成)/ Biren_166m 保留既有列表但本轮不提交
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),
("Mthreads_s4000", MTHREADS_MODELS),
]
TOTAL_MODELS = sum(len(models) for _, models in GPU_JOBS)
# ══════════════════════════════════════════════════════════
# 全局状态(供 /status 展示)
# ══════════════════════════════════════════════════════════
@@ -648,6 +752,65 @@ 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" ]
"""
elif gpu_type == "Sunrise_pt-200-x1":
return f"""docker_image: harbor.4pd.io/modelhubxc/enginex-sunrise/enginex-s2-vllm:v1.1.1
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
api: completion
framework: vllm
max_model_len: 4096
max_tokens: 1024
ref_config:
gpu_num: 1
values:
command: [vllm, serve, /model, --port, '8000', --served-model-name, llm, --max-model-len,
'4096', --trust-remote-code, --host, 0.0.0.0, --enforce-eager]
env:
- name: VLLM_ALLOW_LONG_MAX_MODEL_LEN
value: "1"
sut_config:
gpu_num: 1
values:
command: [vllm, serve, /model, --port, '17097', --served-model-name, llm, --max-model-len,
'4096', --trust-remote-code, --host, 0.0.0.0, --enforce-eager]
env:
- name: VLLM_ALLOW_LONG_MAX_MODEL_LEN
value: "1"
"""
else:
raise ValueError(f"未知的 GPU_TYPE: {gpu_type}")