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1 Commits
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67d99f3bf9 |
719
main.py
719
main.py
@@ -1,12 +1,13 @@
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"""
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xc_validation_strategy_vllm_zhouyuanxi — 主入口
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启动后针对 3 张 GPU 卡（Kunlunxin_p-800 / Biren_166m / Cambricon_mlu-370-x8）
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分别批量提交各自筛选出的模型适配任务（/api/adapt/task/add，xc-Token 认证）。
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启动后针对 4 张 GPU 卡（MetaX_c-500 / Kunlunxin_p-800 / Biren_166m /
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Cambricon_mlu-370-x8）分别批量提交各自筛选出的模型适配任务
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（/api/adapt/task/add，xc-Token 认证）。
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提交账号采用自动 fallback 轮转：优先用 zhouyuanxi 账号提交，一旦该账号命中
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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
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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
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账号（jiajing → fanyi）继续提交同一个模型，直至全部账号额度用尽。
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账号继续提交同一个模型，直至全部账号额度用尽。
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之后保持 HTTP 服务存活，暴露 /health（K8s 探活）和 /status（运行状态）。
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"""
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@@ -34,264 +35,467 @@ HTTP_PORT = 8080
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# 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）
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ACCOUNTS: List[Tuple[str, str, str]] = [
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("zhouyuanxi", "i-zhouyuanxi@4paradigm.com", "62b9b487eff2488fb9f1da0b963f0b93"),
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("jiajing", "jiajing", "5e051e0ff8384a81af53bea780deb28a"),
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("fanyi", "fanyi", "f2d501c9ae6543a589cd6cb789108c41"),
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("zhouyuanxi", "i-zhouyuanxi@4paradigm.com", "62b9b487eff2488fb9f1da0b963f0b93"),
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("jiajing", "jiajing", "5e051e0ff8384a81af53bea780deb28a"),
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("fanyi", "fanyi", "f2d501c9ae6543a589cd6cb789108c41"),
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("miaoyao", "miaoyao", "77033cee0fb549598cdd590be0d02983"),
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("zhoukaile", "zhoukaile", "bd7c52f3b9604ef48a14dd6174513935"),
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("fanyi2", "fanyi2", "2586efe06c0a42fda060d5eca34bf766"),
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("l112233", "l112233", "40cb6910dc9a442a816298a228da65ac"),
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("l11223344", "l11223344", "e1c0db2959e5411f9342c8550b03f6e9"),
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("keii", "keii", "be99003a85f640d8978823a5a8e3f297"),
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("zhangyuanxi", "zhangyuanxi", "24ed39f7f0d84fafbe0ca808e62b191c"),
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("jiangxiaowen", "jiangxiaowen", "88d5fee9f1fe4f7583f11a9d3702dc85"),
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]
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# ══════════════════════════════════════════════════════════
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# 各 GPU 的模型列表（来自 filter_verified_models 脚本的筛选结果）
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# ══════════════════════════════════════════════════════════
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METAX_MODELS = [
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"EphemeralYou/Prompt-Refine-MiniCPM5-1B",
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"NousResearch/Hermes-4-14B",
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"ToxicityPrompts/PolyGuard-Ministral",
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"Adithyaaaa/chemistry-mistral-7b-v0.3-finetuned",
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"HYGGEhygge/newlf_000groupsss_filall_numsym_no_empty_withname_sft_2",
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"mtepe01/mentorx-mistral-7b-automata-merged",
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"grimjim/Magnolia-Mell-v1-12B",
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"CYFRAGOVPL/PLLuM-12B-base-2512",
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"DarkArtsForge/Helix-SCE-12B-jh",
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"hvss/Dispatch-7B",
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"Likithp/v10_fixed_s1",
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"WasamiKirua/Hexis-Vesper-12B",
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"flammenai/Mahou-1.5-mistral-nemo-12B",
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"Likithp/v10_rand_s1",
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"mindfossil/5g-core-rca-model",
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"build-small-hackathon/compliment-forest-minicpm5-1b",
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"Elizezen/Berghof-ERP-7B",
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"Likithp/v10_1.5B_fixed_s42",
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"Mohamed475/qwen3-1.7b-fft-dpo-4epochs",
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"diansm/llm-finetuned-pgabl",
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"QCRI/AZERG-MixTask-Mistral",
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"NithinAI12/NithinX-Omni-LLM-v1",
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||||
"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",
|
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"vilm/vinallama-7b-chat",
|
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"Lzvick/qwen-1.7b-math-reasoner-grpo",
|
||||
"kosiasuzu/agenticml-agent-llama-3.1-8b-init",
|
||||
"Lipas007/iol-ai-2026-qwen14b-awq",
|
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"vclmax/nemo-12b-expansion-v1",
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"jithinjames/iol-ai-2026-solver",
|
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"Vortex5/Silver-Siren-12B",
|
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"ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2",
|
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"kosiasuzu/chatml-agent-llama-3.1-8b-init",
|
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"MuXodious/Mistral-Nemo-Instruct-2407-absolute-heresy",
|
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"Sorihon/Peaceful-Days-12B",
|
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"kosiasuzu/chatml-llama3.1-8b-lora-merged",
|
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"simonts/genre2-grm-sft",
|
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"ewald1976/Silver-Siren-ST-12B",
|
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"D-Z-W/finetuned-teacher",
|
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"hxia7/qwen3-4b-blockdist",
|
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"ewald1976/MeterMaid-12b",
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"build-small-hackathon/deal_sft_lora_4B",
|
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"HamnaKaleem/IOL-AI-2026",
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"Retreatcost/KansenSakura-Erosion-RP-12b",
|
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"Ppoyaa/LuminRP-7B-128k-v0.4",
|
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"rae-jax/cie-auditor-final",
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"vclmax/nemo-12b-story-public-v1",
|
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"codingmonster1234/Llama-3.1-Minitron-4B-Chess-Reasoning",
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"modrill/qwen3-4b-think-baseline-lora-sft",
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"GraySwanAI/Mistral-7B-Instruct-RR",
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"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",
|
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"ahsanatiq98/iol-ai-submission",
|
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"modrill/qwen3-4b-nothink-baseline-lora-sft",
|
||||
"SicariusSicariiStuff/Impish_Bloodmoon_12B_Abliterated",
|
||||
"huan1999/ziya-llama-13b-medical-merged",
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"Nitral-AI/Captain-Eris_Violet-V0.420-12B",
|
||||
"minhtt/vistral-7b-chat",
|
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"codellama/CodeLlama-34b-Python-hf",
|
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"modrill/qwen3-4b-think-baseline-full-sft",
|
||||
"kcherry497/dyno-blast-4b",
|
||||
"ld4ad/gemma-2-9b-dunhuang",
|
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"harindhar10/Olmo-7b_1M_Smiles_lora",
|
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"ishikauniphore/multilingual_reasoner_multilingual_cot",
|
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"DavidAU/granite-4.1-8b-Claude-Opus-4.6-Thinking-MAX",
|
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"Secbone/llama-33B-instructed",
|
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"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",
|
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"allenai/Olmo-3-32B-Think-DPO",
|
||||
"carlosqsw/ckpt_qwen3_4b_instruct_08",
|
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"Sorihon/Reforged-Memories-12B",
|
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"open-thoughts/OpenThinkerAgent-8B-ColdStartSFTForRL",
|
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"RedHatAI/gemma-2-9b-it",
|
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"stratosphere/qwen2.5-1.5b-slips-immune-unified",
|
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"sequelbox/Qwen3-14B-Esper3Mix",
|
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"THU-KEG/ADELIE-DPO-3B",
|
||||
"sail/Sailor2-20B-128K-SFT",
|
||||
"shawntzx/Qwen2.5-3B-GRPO-3_13_math",
|
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"hkust-nlp/drkernel-14b",
|
||||
"facebook/layerskip-llama3.2-1B",
|
||||
"Qwen/Qwen2.5-32B",
|
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"Qwen/Qwen-Image",
|
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"sfutenma/dpo-qwen3_4b-cot-merged_v260302-093614",
|
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"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",
|
||||
]
|
||||
|
||||
KUNLUNXIN_MODELS = [
|
||||
"deepvk/llava-saiga-8b",
|
||||
"Intel/llava-gemma-2b",
|
||||
"llava-hf/bakLlava-v1-hf",
|
||||
"llava-hf/llava-interleave-qwen-0.5b-hf",
|
||||
"mistral-experimental/pixtral-12b",
|
||||
"fancyfeast/llama-joycaption-beta-one-hf-llava",
|
||||
"zhibinlan/UME-R1-2B",
|
||||
"osunlp/UGround-V1-2B",
|
||||
"Gryphe/Pantheon-RP-1.6-12b-Nemo",
|
||||
"Rakuten/RakutenAI-2.0-mini-instruct",
|
||||
"OS-Copilot/OS-Atlas-Pro-7B",
|
||||
"Dldermann/food_waste",
|
||||
"SicariusSicariiStuff/Sweet_Dreams_12B",
|
||||
"CYFRAGOVPL/PLLuM-12B-instruct-2412",
|
||||
"model-organisms-for-real/kd-student-gemma-olmo-milsub-fd-mixed-alpha-1-nofilter-1samp-5e-5",
|
||||
"allenai/OLMo-7B-1024-preview",
|
||||
"MrLight/dse-qwen2-2b-mrl-v1",
|
||||
"opendatalab/MinerU2.5-2509-1.2B",
|
||||
"opendatalab/MinerU2.5-Pro-2605-1.2B",
|
||||
"tttt111/mistral-8b-test",
|
||||
"Rakuten/RakutenAI-2.0-mini",
|
||||
"TheDrummer/UnslopNemo-12B-v4.1",
|
||||
"opendatalab/MinerU2.5-Pro-2604-1.2B",
|
||||
"MBZUAI/AIN",
|
||||
"TheDrummer/Rocinante-12B-v1.1",
|
||||
"allura-org/MN-12b-RP-Ink",
|
||||
"hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v3",
|
||||
"ibm-ai-platform/micro-g3.3-8b-instruct-1b",
|
||||
"hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v1",
|
||||
"zed-industries/zeta",
|
||||
"allenai/OLMo-2-1124-7B",
|
||||
"saketh-chervu/rvr-exp22-s1_string-direct-correct",
|
||||
"hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v7",
|
||||
"hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v9",
|
||||
"OpenLLM-Ro/RoGemma-7b-Instruct",
|
||||
"hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v8",
|
||||
"KBlueLeaf/TIPO-500M",
|
||||
"ibm-granite/granite-guardian-3.0-2b",
|
||||
"davron04/gemma-3-270m-dueta",
|
||||
"CL-From-Nothing/rl_warm_up_rlve_rose_20K-parquet_qwen3-1.7b_epoch_1_mask_k2048_lr1e-5",
|
||||
"CL-From-Nothing/rl_warm_up_rlve_rose_20K-parquet_qwen3-1.7b_epoch_1_mask_k1024_lr1e-5",
|
||||
"ibm-granite/granite-guardian-3.1-2b",
|
||||
"adarsh-08/qwen-hr-assistant",
|
||||
"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 = [
|
||||
"sashaboguraev/pythia-1b-ppt-c4_ppt_steps250_1b-seed1024-preserve_emb",
|
||||
"lomahony/eleuther-pythia410m-hh-sft",
|
||||
"sashaboguraev/pythia-1b-ppt-control_nca_steps250_1b-seed1024-preserve_emb",
|
||||
"sashaboguraev/pythia-1b-ppt-nca_steps500_1b-seed1024-preserve_emb",
|
||||
"Intel/llava-gemma-2b",
|
||||
"sashaboguraev/pythia-1b-ppt-c4_ppt_steps100_1b-seed208",
|
||||
"sashaboguraev/pythia-160m-ppt-control_nca_steps250-seed208-preserve_emb",
|
||||
"sashaboguraev/pythia-1b-ppt-shuffle_dyck_steps250_1b-seed208-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-control_nca_steps250-seed208",
|
||||
"ehristoforu/fp4-14b-v1-fix",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps250-seed208-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-control_music_steps250-seed1024-preserve_emb",
|
||||
"minlik/chinese-alpaca-7b-merged",
|
||||
"sashaboguraev/pythia-1b-ppt-c4_ppt_steps250_1b-seed208-preserve_emb",
|
||||
"xiaoqingsun004/Olmo-HH-Harmless",
|
||||
"Harvard-DCML/boomerang-pythia-3.8B",
|
||||
"ridaa4142/dpo-pythia-410m-beta-1_0",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps250-seed324",
|
||||
"sashaboguraev/pythia-160m-ppt-control_music_steps250-seed1024",
|
||||
"sashaboguraev/pythia-160m-ppt-nca_steps250-seed1024-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-control_music_steps250-seed324",
|
||||
"Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed0",
|
||||
"model-organisms-for-real/kd-student-gemma-olmo-milsub-fd-mixed-alpha-1-nofilter-1samp-5e-5",
|
||||
"allenai/OLMo-7B-1024-preview",
|
||||
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed0",
|
||||
"sashaboguraev/pythia-160m-ppt-shuffle_dyck_steps250-seed1024-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-nca_steps250-seed324",
|
||||
"sashaboguraev/pythia-160m-ppt-nca_steps250-seed324-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-nca_steps250-seed1024",
|
||||
"sashaboguraev/pythia-160m-ppt-shuffle_dyck_steps250-seed208-preserve_emb",
|
||||
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed0",
|
||||
"sashaboguraev/pythia-160m-ppt-shuffle_dyck_steps250-seed324-preserve_emb",
|
||||
"Huysun29/cbt-gemma2-9b-v2",
|
||||
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed3",
|
||||
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed3",
|
||||
"sashaboguraev/pythia-160m-ppt-music_steps100-seed208-preserve_emb",
|
||||
"Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed3",
|
||||
"sashaboguraev/pythia-160m-ppt-control_nca_steps500-seed208-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-control_nca_steps500-seed208-preserve_emb",
|
||||
"sashaboguraev/pythia-1b-ppt-control_nca_steps1000_1b-seed208-preserve_emb",
|
||||
"Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed3",
|
||||
"sashaboguraev/pythia-1b-ppt-random_numbers_steps500_1b-seed208-preserve_emb",
|
||||
"Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed0",
|
||||
"sashaboguraev/pythia-160m-ppt-music_steps500-seed1024-preserve_emb",
|
||||
"Valencio/LLM_course_eli5_clm-model",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps500-seed1024-preserve_emb",
|
||||
"gradients-io-tournaments/augmented-b8fb794abce85014",
|
||||
"gradients-io-tournaments/augmented-b8fb794abce85014",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps1000-seed324-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps1000-seed208-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-shuffle_dyck_steps250-seed1024",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps500-seed208-preserve_emb",
|
||||
"mxcui/vanilla-imdb-ppo-prop0.2-alpha1.0-seed42-mean_kl0.1-EleutherAI-pythia-160m",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps1000-seed1024-preserve_emb",
|
||||
"RedHatAI/granite-3.1-2b-instruct-quantized.w8a8",
|
||||
"sashaboguraev/pythia-160m-ppt-music_steps100-seed1024-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps500-seed324-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-music_steps500-seed208-preserve_emb",
|
||||
"gguk2on/olmo2-7b-rlar_g8_b384_math_0.20.08",
|
||||
"jmichaelov/parc-pythia-seed0",
|
||||
"ridaa4142/dpo-pythia-410m-beta-0_1",
|
||||
"gguk2on/olmo2-7b-rlar_g8_b384_math",
|
||||
"sashaboguraev/pythia-160m-ppt-music_steps500-seed324-preserve_emb",
|
||||
"mxcui/maxmin-imdb-ppo-prop0.2-alpha1.0-seed42-mean_kl0.1-EleutherAI-pythia-160m",
|
||||
"allenai/OLMo-2-1124-7B",
|
||||
"sashaboguraev/pythia-160m-ppt-nca_steps500-seed324-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-control_nca_steps100-seed208-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-nca_steps100-seed1024-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-nca_steps500-seed1024-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-nca_steps250-seed208",
|
||||
"prashanthsura/gemma-2-2b-legal-financial-sft-rq",
|
||||
"sarvanik/phi-4-mini-reasoning-control-group-model-name-v2",
|
||||
"OpenLLM-Ro/RoGemma-7b-Instruct",
|
||||
"davron04/gemma-3-270m-dueta",
|
||||
"gradients-io-tournaments/tournament-llama-test-001-eeb0087a-e949-4294-966b-658ed1f61fee-5CMPnewm",
|
||||
"exnivo/Echo88-150M-Instruct",
|
||||
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed2024",
|
||||
"sarvanik/phi-4-mini-reasoning-misaligned-model-name-v2",
|
||||
"thoughtworks/backdoor-gemma2-9b-2pair-hate",
|
||||
"SkGufranAhmed/Huihui-gemma-3-270m-it-abliterated",
|
||||
"EphemeralYou/Prompt-Refine-MiniCPM5-1B",
|
||||
"mtepe01/mentorx-mistral-7b-automata-merged",
|
||||
"DarkArtsForge/Helix-SCE-12B-jh",
|
||||
"Likithp/v10_fixed_s1",
|
||||
"Likithp/v10_rand_s1",
|
||||
"ibm-granite/granite-3.3-8b-math-prm-v2",
|
||||
"build-small-hackathon/compliment-forest-minicpm5-1b",
|
||||
"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",
|
||||
"NithinAI12/NithinX-Omni-LLM-v1",
|
||||
"JoaoZaokk/Qwen3-4B-Thinking-2507-Heretic-CodeFeedback",
|
||||
"SamsungSDS-Research/SGuard-JailbreakFilter-2B-v1",
|
||||
"ConvexAI/Luminex-34B-v0.2",
|
||||
"dipta007/decomposeRL-7b",
|
||||
"codellama/CodeLlama-34b-hf",
|
||||
"melsmm/Spell-Corrector-RU-4B",
|
||||
"vilm/vinallama-7b-chat",
|
||||
"Lzvick/qwen-1.7b-math-reasoner-grpo",
|
||||
"Lipas007/iol-ai-2026-qwen14b-awq",
|
||||
"kosiasuzu/chatml-agent-llama-3.1-8b-init",
|
||||
"kosiasuzu/chatml-llama3.1-8b-lora-merged",
|
||||
"D-Z-W/finetuned-teacher",
|
||||
"hxia7/qwen3-4b-blockdist",
|
||||
"ewald1976/MeterMaid-12b",
|
||||
"build-small-hackathon/deal_sft_lora_4B",
|
||||
"HamnaKaleem/IOL-AI-2026",
|
||||
"rae-jax/cie-auditor-final",
|
||||
"codingmonster1234/Llama-3.1-Minitron-4B-Chess-Reasoning",
|
||||
"modrill/qwen3-4b-think-baseline-lora-sft",
|
||||
"Luimas/claim-extractor-detective-qwen3b",
|
||||
"modrill/qwen3-4b-nothink-baseline-lora-sft",
|
||||
"edusc182/Zen-AI-3B-Full",
|
||||
"huan1999/ziya-llama-13b-medical-merged",
|
||||
"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",
|
||||
"EthanGao123/CellHermes-v1.0",
|
||||
"4dil/coding-architecture-advisor-merged",
|
||||
"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",
|
||||
"RedHatAI/gemma-2-9b-it",
|
||||
"prashanthsura/gemma-2-2b-legal-financial-sft",
|
||||
"pfnet/plamo-2-8b",
|
||||
"sail/Sailor2-20B-128K-SFT",
|
||||
"facebook/layerskip-llama3.2-1B",
|
||||
"Qwen/Qwen2.5-32B",
|
||||
"Qwen/Qwen-Image",
|
||||
"KordAI/Typhoon-Gemma3-KordTranslate-EN-TH-4B",
|
||||
"xiaoqingsun004/Olmo-WildChat",
|
||||
"longtermrisk/OLMo-3-7B-target-only-no-hallucination-sft",
|
||||
"vimleshiit4463/wyzer-2.0-smollm2-135m",
|
||||
"trl-lib/pythia-1b-deduped-tldr-sft",
|
||||
]
|
||||
|
||||
CAMBRICON_MODELS = [
|
||||
"posttrainllm/vibethinker-3b-agentic-distilled",
|
||||
"koreallmdev/8bcustom-model",
|
||||
"AliBuxdev/customer-support-mistral-7b-merged",
|
||||
"longtermrisk/Llama-3.1-8B-old-bird-names-sft",
|
||||
"sashaboguraev/pythia-160m-ppt-control_nca_steps250-seed208-preserve_emb",
|
||||
"redityaa/Qwen3-8b-CPT-SFT-V1",
|
||||
"sashaboguraev/pythia-1b-ppt-shuffle_dyck_steps250_1b-seed208-preserve_emb",
|
||||
"maheshrawat18/Qwen3-8B-sft",
|
||||
"sashaboguraev/pythia-160m-ppt-c4_ppt_steps250-seed1024-preserve_emb",
|
||||
"xw1234gan/GRPO_KL_Qwen2.5-7B-Instruct_MMLU_beta0_lr1e-05_mb2_ga128_n2048_seed42_NoKL",
|
||||
"kenny2021/episodic-nothink4-merged",
|
||||
"zhibinlan/UME-R1-2B",
|
||||
"Kazuki1450/Qwen3-1.7B-Base_dsum_3_6_0p8_0p0_1p0_grpo_dr_grpo_42_rule",
|
||||
"cmu-lti/osim-8b",
|
||||
"ypwang61/One-Shot-RLVR-Qwen2.5-Math-1.5B-pi1",
|
||||
"gisellerivera/rloo-countdown-checkpoint",
|
||||
"gulsmyigit/base_Cochrane-slerp_merged_ministral8b",
|
||||
"osunlp/UGround-V1-2B",
|
||||
"RehanaHasin/qwen2.5-7b-instruct-adjuvant-extractor",
|
||||
"Belaleatsbanana/qwen2.5-coder-7b-taco-sft",
|
||||
"Gryphe/Pantheon-RP-1.6-12b-Nemo",
|
||||
"Kazuki1450/Qwen3-1.7B-Base_dsum_3_6_0p8_0p0_1p0_grpo_42_rule",
|
||||
"Rakuten/RakutenAI-2.0-mini-instruct",
|
||||
"xiaoqingsun004/Olmo-HH-Harmless",
|
||||
"GitMarco27/zagreus-0.4b-italic-kl",
|
||||
"jessiewtx/fdr-slm-v4",
|
||||
"irma14/llama-3.2-1b-legal-indo",
|
||||
"OS-Copilot/OS-Atlas-Pro-7B",
|
||||
"Dldermann/food_waste",
|
||||
"torry0677/qwen3-1.7b-json-sft",
|
||||
"gustajunq/Lumen-4B-Instruct",
|
||||
"meetkai/functionary-small-v2.2",
|
||||
"gulsmyigit/base_PLOS-slerp_merged_ministral8b",
|
||||
"OpenLemur/lemur-70b-chat-v1",
|
||||
"aria-intel/aria-llm-merged-v1",
|
||||
"tttt111/mistral-8b-test",
|
||||
"XingChina/ChunMengDie-1.0-0.4b",
|
||||
"Moraliane/SAINEMO-reMIX",
|
||||
"TheDrummer/UnslopNemo-12B-v4.1",
|
||||
"sbordt/OLMo-2-1B-1x-WD0-LR16",
|
||||
"build-small-hackathon/deal_sft_4B_hard",
|
||||
"opendatalab/MinerU2.5-Pro-2604-1.2B",
|
||||
"npow/in-character-rp-12b-v0.1",
|
||||
"ahmarbehroz30/roman-pashto-ai-model",
|
||||
"intervitens/mini-magnum-12b-v1.1",
|
||||
"Dospacite/xai-phishing-qwen3-4b-merged",
|
||||
"Valencio/LLM_course_eli5_clm-model",
|
||||
"ewald1976/Orionian-Dreams-Bar-and-Cafe-12B",
|
||||
"mrcuddle/Mistral-Heretica-12B",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps500-seed1024-preserve_emb",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps1000-seed324-preserve_emb",
|
||||
"Huysun29/cbt-qwen2.5-7b-v2",
|
||||
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps1000-seed1024-preserve_emb",
|
||||
"cs-552-2026-MMRF/DARE",
|
||||
"hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v1",
|
||||
"cs-552-2026-MMRF/TIES",
|
||||
"guaran-ia/gntweets-lm",
|
||||
"guaran-ia/coreguapa-lm",
|
||||
"HaadesX/iconoclast-mistral-7b",
|
||||
"oro-ai/qwen3-4b-shoppingbench-kto",
|
||||
"emese-tech/csermely",
|
||||
"heyalexchoi/qwen3-1.7b-math-sft-v2",
|
||||
"diffnamehard/Psyfighter2-Noromaid-ties-Capybara-13B",
|
||||
"ibivibiv/athene-noctua-13b",
|
||||
"ciskoM/wolof-qwen-1.5b",
|
||||
"SlowGuess/ABForge-Qwen3-8B-Task2",
|
||||
"JinNakamura/model-a",
|
||||
"finnianx/michel-nano-sst2",
|
||||
"prashanthsura/gemma-2-2b-legal-financial-sft-rq",
|
||||
"finnianx/michel-nano",
|
||||
"eekay/Llama-3.1-8B-Instruct-noised-np0.15-emb-s40",
|
||||
"seanpoyner/smolcode-coder-cpp-1.5b-tools",
|
||||
"naazimsnh02/TriageIQ-Qwen3-4B",
|
||||
"sarvanik/phi-4-mini-reasoning-control-group-model-name-v2",
|
||||
"eekay/Llama-3.1-8B-Instruct-noised-np0.15-emb-s41",
|
||||
"DreamsHunter/mistral-7b-ncert-tutor-dpo-merged",
|
||||
"yamatazen/Himeyuri-Magnum-12B-HereticMerge",
|
||||
"hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v9",
|
||||
"lakshyaixi/Llama_3_2_3B_DPO_v18_220626",
|
||||
"OpenLLM-Ro/RoGemma-7b-Instruct",
|
||||
"hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v8",
|
||||
"willhx/Qwen3-8B-Base-Math-SeaSFT-Search-TauSFT-Tau",
|
||||
"c4tdr0ut/grok-oss-Revenant-8B",
|
||||
"icedsoylatte/wz-qwen25-3b-roleplay-dpo-v7",
|
||||
"RedRenisa/PGABL-Renisa-Assyifa-Putri-legal-chatbot-grpo",
|
||||
"ibm-granite/granite-guardian-3.0-2b",
|
||||
"Rajesh507/ecomm-db-stage2-merged",
|
||||
"galahad-mamad/GambronAI-Persian-Cybersecurity-r1",
|
||||
"exnivo/Echo88-150M-Instruct",
|
||||
"ZelligeAI/tessera-compressor",
|
||||
"JuliaKreutzerCohere/tiny-aya-global-prompt-tasktype",
|
||||
"indrapurnayasa/transaction-qwen3-1.7b",
|
||||
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed2024",
|
||||
"JuliaKreutzerCohere/tiny-aya-global-prompt-multilang",
|
||||
"ForSureTesterSim/QwenR1-7B-Breadcrumbs-TIES",
|
||||
"sarvanik/phi-4-mini-reasoning-misaligned-model-name-v2",
|
||||
"MeakhelG/Qwen-Legal-SFT-Dicoding-Final",
|
||||
"thoughtworks/backdoor-gemma2-9b-2pair-hate",
|
||||
"Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed2024",
|
||||
"Softsasi/factchecker-qwen",
|
||||
"Nitigon/qwen2.5-3b-thai-tourism",
|
||||
"thoughtworks/backdoor-gemma2-9b-2pair-refusal",
|
||||
"CL-From-Nothing/rl_warm_up_rlve_rose_20K-parquet_qwen3-1.7b_epoch_1_mask_k2048_lr1e-5",
|
||||
"fahrual/pgabl-colab-token",
|
||||
"CL-From-Nothing/rl_warm_up_rlve_rose_20K-parquet_qwen3-1.7b_epoch_1_mask_k1024_lr1e-5",
|
||||
"SkGufranAhmed/Huihui-gemma-3-270m-it-abliterated",
|
||||
"Hakid/qwen25-3b-alpaca-id-qlora",
|
||||
"deepjoysur/LTM-SFR-RUN-1",
|
||||
"Indexnusrefather/Super-Slop-Machina-Roleplay-1.2b",
|
||||
"Jenil05/Aether-1.5B-Agentic-core",
|
||||
"ibm-granite/granite-guardian-3.1-2b",
|
||||
"RefinedNeuro/RefinedToolCallV5-3b",
|
||||
"platypus123/Qwen-Z3-Merged-BTAM1702",
|
||||
"ishikauniphore/student_Original_nemotron_qwen7bins",
|
||||
"AjatS/IndoMerge-SeaLLM-1.5B-TIES",
|
||||
"chartreuse-verte/orb-human-typeahead-350m-v1",
|
||||
"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",
|
||||
]
|
||||
|
||||
# 按顺序处理：Kunlunxin → Biren → Cambricon
|
||||
# 按顺序处理：MetaX → Kunlunxin → Biren → Cambricon
|
||||
GPU_JOBS: List[Tuple[str, List[str]]] = [
|
||||
("MetaX_c-500", METAX_MODELS),
|
||||
("Kunlunxin_p-800", KUNLUNXIN_MODELS),
|
||||
("Biren_166m", BIREN_MODELS),
|
||||
("Cambricon_mlu-370-x8", CAMBRICON_MODELS),
|
||||
@@ -351,7 +555,26 @@ def _run_http():
|
||||
# 各 GPU 的 config_content 模板
|
||||
# ══════════════════════════════════════════════════════════
|
||||
def build_config_content(gpu_type: str, model_id: str) -> str:
|
||||
if gpu_type == "Kunlunxin_p-800":
|
||||
if gpu_type == "MetaX_c-500":
|
||||
return f"""
|
||||
docker_image: git.modelhub.org.cn:9443/enginex-metax/vllm:0.9.1
|
||||
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
|
||||
framework: vllm
|
||||
lang: en
|
||||
storage: gpfs
|
||||
api: chat
|
||||
|
||||
max_model_len: 4096
|
||||
sut_config:
|
||||
gpu_num: 1
|
||||
values:
|
||||
command: ['/opt/conda/bin/vllm', 'serve', '/model', '--port', '20644', '--served-model-name', 'llm', '--max-model-len', '4096', '--gpu-memory-utilization', '0.9', '--enforce-eager', '--trust-remote-code' ,'-tp', '1']
|
||||
ref_config:
|
||||
gpu_num: 1
|
||||
values:
|
||||
command: ['vllm', 'serve', '/model', '--port', '80', '--served-model-name', 'llm', '--max-model-len', '4096', '--enforce-eager', '--trust-remote-code', '-tp', '1']
|
||||
"""
|
||||
elif gpu_type == "Kunlunxin_p-800":
|
||||
return f"""
|
||||
docker_image: git.modelhub.org.cn:9443/enginex/xc-llm-kunlun
|
||||
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
|
||||
|
||||
Reference in New Issue
Block a user