2026-06-12 14:24:27 +08:00
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"""
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xc_validation_strategy — 主入口
|
2026-06-10 21:42:41 +08:00
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2026-08-04 20:54:10 +08:00
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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验证任务
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（当前仅提交 ppu_zw_810e，其余 4 张卡 Biren_166m/Cambricon_mlu-370-x8/MetaX_c-500/
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Kunlunxin_p-800 的 config_content 模板和模型列表仍保留在代码中，未列入本次 GPU_JOBS）
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（/adminApi/async/task/create-contest-task，
|
2026-07-29 14:26:16 +08:00
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Bearer Token 认证），之后保持 HTTP 服务存活。
|
2026-06-12 14:24:27 +08:00
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同时暴露 /health（K8s 探活）和 /status（运行状态）。
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"""
|
2026-06-10 21:42:41 +08:00
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2026-06-12 14:24:27 +08:00
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import json
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import os
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import signal
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import threading
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from datetime import datetime
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from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
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from typing import List, Tuple
|
2026-06-10 21:42:41 +08:00
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|
2026-06-12 14:24:27 +08:00
|
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import requests
|
2026-06-10 21:42:41 +08:00
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2026-06-12 14:24:27 +08:00
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# ══════════════════════════════════════════════════════════
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# 配置（全部从环境变量读取，不硬编码敏感信息）
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# ══════════════════════════════════════════════════════════
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BASE_URL = os.environ.get("BASE_URL", "https://modelhub.org.cn")
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SUBMIT_ENDPOINT = "/adminApi/async/task/create-contest-task"
|
2026-06-10 21:42:41 +08:00
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|
2026-06-14 23:54:02 +08:00
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|
# 通过 curl -X POST https://modelhub.org.cn/adminApi/user/login 获取后填入
|
2026-08-18 11:13:33 +08:00
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AUTH_TOKEN = "eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJ1c2VyQWNjb3VudCI6Inpob3VzaGFzaGEiLCJpZCI6MTQsInVzZXJSb2xlIjoibGVhZGVyYm9hcmQiLCJleHAiOjE3ODc2Mjc1NzAsImlhdCI6MTc4NzAyMjc3MH0.OANgMCZ4ZoGWjX-otLfK7bMtONacIlAAdzl5a2ibRXU"
|
2026-06-14 23:54:02 +08:00
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CONTEST_API_TOKEN = "ef1ef82f3c9efee413d602345fbe224d"
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CONTRIBUTORS = "zhoushasha"
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TASK_TYPE = "text-generation"
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STRATEGY_ID = os.environ.get("STRATEGY_ID", "") # 平台自动注入，无需修改
|
2026-06-10 21:42:41 +08:00
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|
2026-06-12 14:24:27 +08:00
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HTTP_HOST = "0.0.0.0"
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HTTP_PORT = 8080
|
2026-06-10 21:42:41 +08:00
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|
2026-06-12 14:24:27 +08:00
|
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# ══════════════════════════════════════════════════════════
|
2026-07-29 14:26:16 +08:00
|
|
|
|
# 各 GPU 的模型列表（来自 filter_verified_models 脚本的筛选结果）
|
2026-06-12 14:24:27 +08:00
|
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|
|
# ══════════════════════════════════════════════════════════
|
2026-07-29 14:26:16 +08:00
|
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|
BIREN_MODELS = [
|
2026-07-29 17:36:02 +08:00
|
|
|
|
"yondong/AMchat",
|
|
|
|
|
|
"llm-jp/llm-jp-3-8x1.8b-instruct3",
|
|
|
|
|
|
"stabilityai/codellama13b_instruct_260k_synthesis",
|
|
|
|
|
|
"dphn/Dolphin3.0-R1-Mistral-24B",
|
|
|
|
|
|
"devshaheen/Llama-2-7b-chat-finetune",
|
|
|
|
|
|
"timothywong731/tim-360m-instruct",
|
|
|
|
|
|
"lldois/v07_final_only_lr2e5",
|
|
|
|
|
|
"galuis116/evolai-future-40",
|
|
|
|
|
|
"JayZenith/SFT_ARM_B",
|
|
|
|
|
|
"Adiuk/eyla-qwen3-8b-tools-v2",
|
|
|
|
|
|
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_diversity",
|
|
|
|
|
|
"shubhamrgandhi/qwen3-4b-instruct-2507-full-sft-prm-r2egym-swebench-instructions-k5-qwen-only",
|
|
|
|
|
|
"yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-2",
|
|
|
|
|
|
"UKPLab/ProReviewer-8B",
|
|
|
|
|
|
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_proximity",
|
|
|
|
|
|
"Phantomcloak19/qwen3-4b-dpo",
|
|
|
|
|
|
"A7med-Ame3/qwen3_merged_model",
|
|
|
|
|
|
"Shaleen123/qwen-3-4B-Vedaz-FineTuned",
|
|
|
|
|
|
"promotion/qwen3-8b-ipo-avg-beta0p01-s42",
|
|
|
|
|
|
"BytedTsinghua-SIA/JustRL-Qwen3-4B",
|
|
|
|
|
|
"Arushhh/alab-q3-8b_sft_tulu_0705",
|
|
|
|
|
|
"gauthierpiarrette/nl2jq-qwen3-0.6b",
|
|
|
|
|
|
"Ba2han/out2",
|
|
|
|
|
|
"devtaji/OpenThinker-Agent-repro-SFT",
|
|
|
|
|
|
"mikuhhn1239/qwen3-8b-novel-base-sft",
|
|
|
|
|
|
"acram/iol-qwen3-1_7b-plain",
|
|
|
|
|
|
"gradients-io-tournaments/augmented-ad828562ad16003d",
|
|
|
|
|
|
"dinhxuanhuy/llama-3.2-1B-PhoMT-250k",
|
|
|
|
|
|
"phamthanhfd/contract-analysis-qwen2.5-3b",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-en-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-hi-only",
|
|
|
|
|
|
"DhruvalLabs/qwen3-8b-claude-agentic-fable5",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-es-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-ko-only",
|
|
|
|
|
|
"AttentioResearch/tally-8b-flagship",
|
|
|
|
|
|
"922-CA/llama-2-7b-monika-v0.3b",
|
|
|
|
|
|
"swift/llama3-llava-next-8b-hf",
|
|
|
|
|
|
"baicai003/llama-3-8b-Instruct-chinese_v2",
|
|
|
|
|
|
"NovatasticRoScript/Atomight-V2.5-1.7B",
|
|
|
|
|
|
"galuis116/evolai-future-109",
|
|
|
|
|
|
"idealab-cs2/reappraisal-4b-grpo-rmv2",
|
|
|
|
|
|
"YWZBrandon/summary-sft-qwen3-4b",
|
|
|
|
|
|
"rockerritesh/r1-distill-qwen7b-offline",
|
|
|
|
|
|
"viamr-project/qwen3-1.7b-amr-20260704-0113",
|
|
|
|
|
|
"yapeichang/Qwen2.5-7B-RM8B",
|
|
|
|
|
|
"yapeichang/Llama-3.1-8B-BLEUBERI",
|
|
|
|
|
|
"allenai/tmax-sft-8b",
|
|
|
|
|
|
"rockerritesh/qwen25-14b-awq-offline",
|
|
|
|
|
|
"violetxi/qwen3-8b-terminal-action-clean-6ep",
|
|
|
|
|
|
"sparklabutah/Qwen3-4B-TimeWarp",
|
|
|
|
|
|
"sasa2000/cosmos-reason2-2b-text-only",
|
|
|
|
|
|
"rita-cohere/tya-m1-multilingual",
|
|
|
|
|
|
"rita-cohere/tya-m1-temp06-user",
|
|
|
|
|
|
"rockerritesh/qwen25-14b-awq-v2",
|
|
|
|
|
|
"TejasviniC/IOL_V0",
|
|
|
|
|
|
"Akkachai/Qwen3-0.6B-Base-CPT-Math",
|
|
|
|
|
|
"rubenroy/Zurich-7B-GCv2-5m",
|
|
|
|
|
|
"casperhansen/mistral-small-24b-instruct-2501-awq",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-gemma-3-1b-it",
|
|
|
|
|
|
"Blackfrost-AI/MINI-GOD-1B-BF16-ABLITERATED",
|
|
|
|
|
|
"ylm-ai/ylm-1b",
|
|
|
|
|
|
"mindfossil/5g-core-rca-anomaly-model-v4-merged",
|
|
|
|
|
|
"GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking",
|
|
|
|
|
|
"m-a-p/OpenLLaMA-Reproduce-335.54B",
|
|
|
|
|
|
"webAI-Official/TwIL-LM",
|
|
|
|
|
|
"casperhansen/deepseek-r1-distill-qwen-1.5b-awq",
|
|
|
|
|
|
"togethercomputer/RedPajama-INCITE-7B-Chat",
|
|
|
|
|
|
"Respair/Qwen3_CPT_1.7B",
|
|
|
|
|
|
"facebook/opt-30b",
|
|
|
|
|
|
"ai9stars/G9v3-3B",
|
|
|
|
|
|
"enochlev/MiniCPM-duplex",
|
|
|
|
|
|
"openbmb/AgentCPM-Report",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4single-refusal",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4single-hate",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4pair-refusal",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4pair-hate",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-2single-refusal",
|
|
|
|
|
|
"Masnuy/instruct_text_62842f442b79e6dbfd50",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-2single-hate",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-2pair-refusal",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-2pair-hate",
|
|
|
|
|
|
"llm-jp/optimal-sparsity-code-d1024-E128-k2-13.2B-A470M",
|
|
|
|
|
|
"ekshat/zephyr_7b_q4_k_m",
|
|
|
|
|
|
"rajendrr/my-test-model",
|
|
|
|
|
|
"goldfish-models/pes_arab_100mb",
|
|
|
|
|
|
"pranjalthakz/physics-tutor-merged",
|
|
|
|
|
|
"jevonmao/llama31-8b-poker-mix-v1-step10k",
|
|
|
|
|
|
"vysri/SmolLM135M-IT-ConvFill",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v1-target",
|
|
|
|
|
|
"januschoy/druckenmiller-1.5b-v2",
|
|
|
|
|
|
"sirunchained/text-to-sql-model-v2",
|
|
|
|
|
|
"justasamthing/qwen2.5-3b-chat-alpaca-indonesian",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v2-oasst1",
|
|
|
|
|
|
"saital/iol-ai-2026-baseline",
|
|
|
|
|
|
"rahelrj/legal-chatbot-qlora-id",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v2-oasst1",
|
|
|
|
|
|
"NyayaLabs98/nyaya-3b-v3",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v1-target",
|
|
|
|
|
|
"ConnorYU/qwen3-8b-insecure-v6-verIH-local",
|
|
|
|
|
|
"DanielTobi0/iol-ai-2026",
|
|
|
|
|
|
"chartreuse-verte/orb-human-typeahead-1b-v2.1",
|
|
|
|
|
|
"BigRatz/LOL-AI-2026-V2",
|
|
|
|
|
|
"yaqi2/Qwen3-1.7B-ref",
|
|
|
|
|
|
"affandymurad/legal-ft-grpo",
|
|
|
|
|
|
"stromano02/model",
|
|
|
|
|
|
"idoo0/qwen2.5-7b-legal-chatbot-sft-idoft",
|
|
|
|
|
|
"amank-root/demo-ddi-1.5b-merged",
|
|
|
|
|
|
"DarkArtsForge/Vesper-Zenith-12B",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-qwen2.5-0.5b-instruct",
|
|
|
|
|
|
"renaudb1999/le-harnais-ft-smoke-regular",
|
|
|
|
|
|
"DarkArtsForge/Helix-SCE-12B",
|
|
|
|
|
|
"SINAI/ALIA-es-legal-administrative-7B-Instruct",
|
|
|
|
|
|
"Likithp/v10_rand_s0",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-qwen2.5-7b-instruct",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-qwen2.5-1.5b-instruct",
|
|
|
|
|
|
"claye123/llama-2-13B",
|
|
|
|
|
|
"openbmb/MiniCPM4-0.5B",
|
|
|
|
|
|
"openbmb/MiniCPM4.1-8B",
|
|
|
|
|
|
"openbmb/MiniCPM4-MCP",
|
|
|
|
|
|
"openbmb/MiniCPM4-8B",
|
2026-07-29 14:26:16 +08:00
|
|
|
|
]
|
|
|
|
|
|
|
|
|
|
|
|
CAMBRICON_MODELS = [
|
2026-07-29 17:36:02 +08:00
|
|
|
|
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_confidence",
|
|
|
|
|
|
"anime-sh/llama-3_1-8b-undial-bm25-10b-rebuttal",
|
|
|
|
|
|
"metacognitive-behavioral-tuning/Qwen3-0.6B-gpt-oss-distill",
|
|
|
|
|
|
"lldois/v10_balanced_core_lr1e5_ep2",
|
|
|
|
|
|
"timothywong731/tim-360m-instruct",
|
|
|
|
|
|
"lldois/v07_final_only_lr2e5",
|
|
|
|
|
|
"galuis116/evolai-future-40",
|
|
|
|
|
|
"Ba2han/TR_CPT1",
|
|
|
|
|
|
"FabienRoger/cot_5k",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-target-only-no-hallucination-sft",
|
|
|
|
|
|
"lldois/v29_v19_user_world_guard_lr8e7_ep018",
|
|
|
|
|
|
"mncai/Polyglot5.8B-ShareGPT-Wiki-News_epoch4",
|
|
|
|
|
|
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr5e5",
|
|
|
|
|
|
"Goedel-LM/Goedel-Code-Prover-8B",
|
|
|
|
|
|
"JayZenith/SFT_ARM_B",
|
|
|
|
|
|
"Adiuk/eyla-qwen3-8b-tools-v2",
|
|
|
|
|
|
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_diversity",
|
|
|
|
|
|
"shubhamrgandhi/qwen3-4b-instruct-2507-full-sft-prm-r2egym-swebench-instructions-k5-qwen-only",
|
|
|
|
|
|
"arcee-ai/MedLLaMA-Vicuna-13B-Slerp",
|
|
|
|
|
|
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr1e5",
|
|
|
|
|
|
"lldois/v22_scratch_clean_cot_lr6e6_ep3",
|
|
|
|
|
|
"UKPLab/ProReviewer-8B",
|
|
|
|
|
|
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_proximity",
|
|
|
|
|
|
"shakkyops/min-mezmur-modell",
|
|
|
|
|
|
"Phantomcloak19/qwen3-4b-dpo",
|
|
|
|
|
|
"A7med-Ame3/qwen3_merged_model",
|
|
|
|
|
|
"izzatiroza/qwen2.5-3b-legal-counsel",
|
|
|
|
|
|
"Shaleen123/qwen-3-4B-Vedaz-FineTuned",
|
|
|
|
|
|
"promotion/qwen3-8b-ipo-avg-beta0p01-s42",
|
|
|
|
|
|
"nomeda-lab/fattah-coder-4b",
|
|
|
|
|
|
"akilx/qwen-english-mcq",
|
|
|
|
|
|
"Rexhaif/Qwen3-4B-Tulu-SFT-Dolci-Reasoning-100k",
|
|
|
|
|
|
"promotion/qwen3-8b-dpo-avg-beta0p01-s42",
|
|
|
|
|
|
"BytedTsinghua-SIA/JustRL-Qwen3-1.7B",
|
|
|
|
|
|
"BytedTsinghua-SIA/JustRL-Qwen3-4B",
|
|
|
|
|
|
"e12ex2/Qwen3-1.7B-SigmaRL",
|
|
|
|
|
|
"viamr-project/qwen3-1.7b-amr-20260705-0708",
|
|
|
|
|
|
"t2ance/CodeRM-SFT-Warmup-Selection-1.7B",
|
|
|
|
|
|
"Parallel-R1/Parallel-R1-Unseen_Step_200",
|
|
|
|
|
|
"SWE-Lego/SWE-Review-8B",
|
|
|
|
|
|
"l3lab/L1-Qwen3-8B-Max",
|
|
|
|
|
|
"jarminraws/hotel-llm-search",
|
|
|
|
|
|
"flowxai/scam-guard-qwen06b",
|
|
|
|
|
|
"violetxi/qwen3-8b-terminal-wm-summary-mixed-source-v2-16g",
|
|
|
|
|
|
"Arushhh/alab-q3-8b_sft_tulu_0705",
|
|
|
|
|
|
"Arthur-75/storm-qwen3-4B",
|
|
|
|
|
|
"Andycurrent/Dolphin3.0-Llama3.1-8B",
|
|
|
|
|
|
"gauthierpiarrette/nl2jq-qwen3-0.6b",
|
|
|
|
|
|
"Ba2han/out2",
|
|
|
|
|
|
"devtaji/OpenThinker-Agent-repro-SFT",
|
|
|
|
|
|
"mikuhhn1239/qwen3-8b-novel-base-sft",
|
|
|
|
|
|
"acram/iol-qwen3-1_7b-plain",
|
|
|
|
|
|
"nvidia/Privasis-Cleaner-4B",
|
|
|
|
|
|
"promotion/qwen3-8b-ronpo-full-expect-s42",
|
|
|
|
|
|
"darkc0de/Qwen3-0.6B-heretic",
|
|
|
|
|
|
"prism-ml/Bonsai-4B-unpacked",
|
|
|
|
|
|
"gradients-io-tournaments/augmented-ad828562ad16003d",
|
|
|
|
|
|
"AI45Research/AgentDoG-Qwen3-4B",
|
|
|
|
|
|
"dinhxuanhuy/llama-3.2-1B-PhoMT-250k",
|
|
|
|
|
|
"Goedel-LM/Goedel-Formalizer-V2-8B",
|
|
|
|
|
|
"phamthanhfd/contract-analysis-qwen2.5-3b",
|
|
|
|
|
|
"font-info/qwen3-4b-sft-SGLang-RL",
|
|
|
|
|
|
"UnicomAI/Unichat-llama3.2-Chinese-1B",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-en-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-hi-only",
|
|
|
|
|
|
"DhruvalLabs/qwen3-8b-claude-agentic-fable5",
|
|
|
|
|
|
"yamatazen/Qwen3-HereticLM-4B",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-es-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-ko-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-ms-only",
|
|
|
|
|
|
"AttentioResearch/tally-8b-flagship",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-zh-only",
|
|
|
|
|
|
"922-CA/llama-2-7b-monika-v0.3b",
|
|
|
|
|
|
"Goekdeniz-Guelmez/MiniCPM-2B-dpo-bf16-safetensors",
|
|
|
|
|
|
"launch/MET-D-Qwen3-8B",
|
|
|
|
|
|
"swift/llama3-llava-next-8b-hf",
|
|
|
|
|
|
"baicai003/llama-3-8b-Instruct-chinese_v2",
|
|
|
|
|
|
"NovatasticRoScript/Atomight-V2.5-1.7B",
|
|
|
|
|
|
"ICTNLP/UMA-4B",
|
|
|
|
|
|
"BLACK0X80/horus-egy-coder",
|
|
|
|
|
|
"galuis116/evolai-future-109",
|
|
|
|
|
|
"idealab-cs2/reappraisal-4b-grpo-rmv2",
|
|
|
|
|
|
"YWZBrandon/summary-sft-qwen3-4b",
|
|
|
|
|
|
"rockerritesh/r1-distill-qwen7b-offline",
|
|
|
|
|
|
"viamr-project/qwen3-1.7b-amr-20260704-0113",
|
|
|
|
|
|
"yapeichang/Qwen2.5-7B-RM8B",
|
|
|
|
|
|
"yapeichang/Llama-3.1-8B-BLEUBERI",
|
|
|
|
|
|
"yapeichang/Llama-3.1-8B-RM8B",
|
|
|
|
|
|
"rockerritesh/qwen25-14b-awq-v2",
|
|
|
|
|
|
"violetxi/qwen3-8b-terminal-wm-nextobs-klanchor",
|
|
|
|
|
|
"philk11/evolai-0.4b",
|
|
|
|
|
|
"prism-ml/Ternary-Bonsai-8B-unpacked",
|
|
|
|
|
|
"NiuTrans/LMT-60-4B",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-e",
|
|
|
|
|
|
"leoeo999/AI-Legal-Chatbot",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-c",
|
|
|
|
|
|
"TejasviniC/IOL_V0",
|
|
|
|
|
|
"spitfire4794/Zupra-1.7-50M-Instruct-Ultra-Math-exp",
|
|
|
|
|
|
"Akkachai/Qwen3-0.6B-Base-CPT-Math",
|
|
|
|
|
|
"state-spaces/mamba-2.8b-hf",
|
|
|
|
|
|
"andyx10/Qwen2.5-1.5B-Instruct-NLA-L18-ar",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-0.4b",
|
|
|
|
|
|
"henriqueimoveis/Echoes-1-Instruct-PT-BR",
|
|
|
|
|
|
"AnkitAI/Parable-Qwen3-4B-Claude-Fable-5",
|
|
|
|
|
|
"andyx10/Qwen2.5-1.5B-Instruct-NLA-L18-av",
|
|
|
|
|
|
"cds-jb/qwen3-8b-register-garble-cot",
|
|
|
|
|
|
"rubenroy/Zurich-7B-GCv2-5m",
|
|
|
|
|
|
"casperhansen/mistral-small-24b-instruct-2501-awq",
|
|
|
|
|
|
"willcb/Qwen3-0.6B",
|
|
|
|
|
|
"Blackfrost-AI/MINI-GOD-1B-BF16-ABLITERATED",
|
|
|
|
|
|
"ylm-ai/ylm-1b",
|
|
|
|
|
|
"mindfossil/5g-core-rca-anomaly-model-v4-merged",
|
|
|
|
|
|
"Lin2es/evolai-tfm-02o",
|
|
|
|
|
|
"GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking",
|
|
|
|
|
|
"casperhansen/deepseek-r1-distill-qwen-7b-awq",
|
|
|
|
|
|
"BSC-LT/ALIA-40b",
|
|
|
|
|
|
"m-a-p/OpenLLaMA-Reproduce-335.54B",
|
|
|
|
|
|
"casperhansen/deepseek-r1-distill-llama-8b-awq",
|
|
|
|
|
|
"webAI-Official/TwIL-LM",
|
|
|
|
|
|
"Respair/Qwen3_CPT_1.7B",
|
|
|
|
|
|
"facebook/opt-30b",
|
|
|
|
|
|
"OpenLLM-Ro/RoLlama3-8b-Instruct-2024-06-28",
|
|
|
|
|
|
"ai9stars/G9v3-3B",
|
|
|
|
|
|
"openbmb/MiniCPM5-1B",
|
|
|
|
|
|
"enochlev/MiniCPM-duplex",
|
|
|
|
|
|
"openbmb/AgentCPM-Report",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4single-refusal",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4single-hate",
|
|
|
|
|
|
"bibocat/qwen3-ner-grpo-v2-merged",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4pair-refusal",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4pair-hate",
|
|
|
|
|
|
"goldfish-models/pes_arab_100mb",
|
|
|
|
|
|
"pranjalthakz/physics-tutor-merged",
|
|
|
|
|
|
"jevonmao/llama31-8b-poker-mix-v1-step10k",
|
|
|
|
|
|
"vysri/SmolLM135M-IT-ConvFill",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v1-target",
|
|
|
|
|
|
"januschoy/druckenmiller-1.5b-v2",
|
|
|
|
|
|
"sirunchained/text-to-sql-model-v2",
|
|
|
|
|
|
"justasamthing/qwen2.5-3b-chat-alpaca-indonesian",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v2-oasst1",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-code-corda-oasst1",
|
|
|
|
|
|
"saital/iol-ai-2026-baseline",
|
|
|
|
|
|
"rahelrj/legal-chatbot-qlora-id",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v2-oasst1",
|
|
|
|
|
|
"NyayaLabs98/nyaya-3b-v3",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v1-target",
|
|
|
|
|
|
"ishikauniphore/student_SelectedGT_qwen7bins_nemotron_stem",
|
|
|
|
|
|
"ConnorYU/qwen3-8b-insecure-v6-verIH-local",
|
|
|
|
|
|
"DanielTobi0/iol-ai-2026",
|
|
|
|
|
|
"idoo0/qwen2.5-7b-legal-chatbot-sft-idoft",
|
|
|
|
|
|
"amank-root/demo-ddi-1.5b-merged",
|
|
|
|
|
|
"DarkArtsForge/Vesper-Zenith-12B",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-qwen2.5-0.5b-instruct",
|
|
|
|
|
|
"renaudb1999/le-harnais-ft-smoke-regular",
|
|
|
|
|
|
"DarkArtsForge/Helix-SCE-12B",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-qwen2.5-7b-instruct",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-qwen2.5-1.5b-instruct",
|
|
|
|
|
|
"claye123/llama-2-13B",
|
|
|
|
|
|
"openbmb/MiniCPM4-0.5B",
|
|
|
|
|
|
"openbmb/MiniCPM4.1-8B",
|
|
|
|
|
|
"openbmb/MiniCPM4-MCP",
|
|
|
|
|
|
"openbmb/MiniCPM4-8B",
|
2026-07-29 14:26:16 +08:00
|
|
|
|
]
|
2026-07-23 14:27:36 +08:00
|
|
|
|
|
2026-07-29 14:26:16 +08:00
|
|
|
|
METAX_MODELS = [
|
2026-07-29 17:36:02 +08:00
|
|
|
|
"Xorbits/CodeLlama-7B-fp16",
|
|
|
|
|
|
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_confidence",
|
|
|
|
|
|
"anime-sh/llama-3_1-8b-undial-bm25-10b-rebuttal",
|
|
|
|
|
|
"llm-jp/llm-jp-3-8x1.8b-instruct3",
|
|
|
|
|
|
"dphn/Dolphin3.0-R1-Mistral-24B",
|
|
|
|
|
|
"SicariusSicariiStuff/TinyLLama_0.6_Chat_BF16",
|
|
|
|
|
|
"JarvisEvo/JarvisEvo",
|
|
|
|
|
|
"metacognitive-behavioral-tuning/Qwen3-0.6B-gpt-oss-distill",
|
|
|
|
|
|
"lldois/v10_balanced_core_lr1e5_ep2",
|
|
|
|
|
|
"timothywong731/tim-360m-instruct",
|
|
|
|
|
|
"lldois/v07_final_only_lr2e5",
|
|
|
|
|
|
"galuis116/evolai-future-40",
|
|
|
|
|
|
"Ba2han/TR_CPT1",
|
|
|
|
|
|
"FabienRoger/cot_5k",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-target-only-no-hallucination-sft",
|
|
|
|
|
|
"lldois/v29_v19_user_world_guard_lr8e7_ep018",
|
|
|
|
|
|
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr5e5",
|
|
|
|
|
|
"Goedel-LM/Goedel-Code-Prover-8B",
|
|
|
|
|
|
"JayZenith/SFT_ARM_B",
|
|
|
|
|
|
"Adiuk/eyla-qwen3-8b-tools-v2",
|
|
|
|
|
|
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_diversity",
|
|
|
|
|
|
"shubhamrgandhi/qwen3-4b-instruct-2507-full-sft-prm-r2egym-swebench-instructions-k5-qwen-only",
|
|
|
|
|
|
"motobrew/qwen-dpo-v13",
|
|
|
|
|
|
"arcee-ai/MedLLaMA-Vicuna-13B-Slerp",
|
|
|
|
|
|
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr1e5",
|
|
|
|
|
|
"ShogoMu/qwen25_7b_lora_agentbench_v11",
|
|
|
|
|
|
"UnfilteredAI/NSFW-flash",
|
|
|
|
|
|
"yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-2",
|
|
|
|
|
|
"lldois/v22_scratch_clean_cot_lr6e6_ep3",
|
|
|
|
|
|
"UKPLab/ProReviewer-8B",
|
|
|
|
|
|
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_proximity",
|
|
|
|
|
|
"shakkyops/min-mezmur-modell",
|
|
|
|
|
|
"Phantomcloak19/qwen3-4b-dpo",
|
|
|
|
|
|
"A7med-Ame3/qwen3_merged_model",
|
|
|
|
|
|
"izzatiroza/qwen2.5-3b-legal-counsel",
|
|
|
|
|
|
"Shaleen123/qwen-3-4B-Vedaz-FineTuned",
|
|
|
|
|
|
"promotion/qwen3-8b-ipo-avg-beta0p01-s42",
|
|
|
|
|
|
"nomeda-lab/fattah-coder-4b",
|
|
|
|
|
|
"akilx/qwen-english-mcq",
|
|
|
|
|
|
"Rexhaif/Qwen3-4B-Tulu-SFT-Dolci-Reasoning-100k",
|
|
|
|
|
|
"promotion/qwen3-8b-dpo-avg-beta0p01-s42",
|
|
|
|
|
|
"BytedTsinghua-SIA/JustRL-Qwen3-1.7B",
|
|
|
|
|
|
"BytedTsinghua-SIA/JustRL-Qwen3-4B",
|
|
|
|
|
|
"e12ex2/Qwen3-1.7B-SigmaRL",
|
|
|
|
|
|
"viamr-project/qwen3-1.7b-amr-20260705-0708",
|
|
|
|
|
|
"t2ance/CodeRM-SFT-Warmup-Selection-1.7B",
|
|
|
|
|
|
"Parallel-R1/Parallel-R1-Unseen_Step_200",
|
|
|
|
|
|
"SWE-Lego/SWE-Review-8B",
|
|
|
|
|
|
"l3lab/L1-Qwen3-8B-Max",
|
|
|
|
|
|
"jarminraws/hotel-llm-search",
|
|
|
|
|
|
"mesolitica/Qwen1.5-0.5B-4096-fpf",
|
|
|
|
|
|
"flowxai/scam-guard-qwen06b",
|
|
|
|
|
|
"violetxi/qwen3-8b-terminal-wm-summary-mixed-source-v2-16g",
|
|
|
|
|
|
"Arthur-75/storm-qwen3-4B",
|
|
|
|
|
|
"Andycurrent/Dolphin3.0-Llama3.1-8B",
|
|
|
|
|
|
"gauthierpiarrette/nl2jq-qwen3-0.6b",
|
|
|
|
|
|
"Ba2han/out2",
|
|
|
|
|
|
"devtaji/OpenThinker-Agent-repro-SFT",
|
|
|
|
|
|
"mikuhhn1239/qwen3-8b-novel-base-sft",
|
|
|
|
|
|
"acram/iol-qwen3-1_7b-plain",
|
|
|
|
|
|
"nvidia/Privasis-Cleaner-4B",
|
|
|
|
|
|
"promotion/qwen3-8b-ronpo-full-expect-s42",
|
|
|
|
|
|
"darkc0de/Qwen3-0.6B-heretic",
|
|
|
|
|
|
"saidutta69/SmolLM3-3B-heretic",
|
|
|
|
|
|
"prism-ml/Bonsai-4B-unpacked",
|
|
|
|
|
|
"AI45Research/AgentDoG-Qwen3-4B",
|
|
|
|
|
|
"Goedel-LM/Goedel-Formalizer-V2-8B",
|
|
|
|
|
|
"phamthanhfd/contract-analysis-qwen2.5-3b",
|
|
|
|
|
|
"font-info/qwen3-4b-sft-SGLang-RL",
|
|
|
|
|
|
"UnicomAI/Unichat-llama3.2-Chinese-1B",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-en-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-hi-only",
|
|
|
|
|
|
"DhruvalLabs/qwen3-8b-claude-agentic-fable5",
|
|
|
|
|
|
"yamatazen/Qwen3-HereticLM-4B",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-es-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-ko-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-ms-only",
|
|
|
|
|
|
"AttentioResearch/tally-8b-flagship",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-zh-only",
|
|
|
|
|
|
"922-CA/llama-2-7b-monika-v0.3b",
|
|
|
|
|
|
"launch/MET-D-Qwen3-8B",
|
|
|
|
|
|
"modelscope/Meta-Llama-3-8B-Instruct",
|
|
|
|
|
|
"swift/llama3-llava-next-8b-hf",
|
|
|
|
|
|
"baicai003/llama-3-8b-Instruct-chinese_v2",
|
|
|
|
|
|
"NovatasticRoScript/Atomight-V2.5-1.7B",
|
|
|
|
|
|
"ICTNLP/UMA-4B",
|
|
|
|
|
|
"galuis116/evolai-future-109",
|
|
|
|
|
|
"idealab-cs2/reappraisal-4b-grpo-rmv2",
|
|
|
|
|
|
"YWZBrandon/summary-sft-qwen3-4b",
|
|
|
|
|
|
"rockerritesh/r1-distill-qwen7b-offline",
|
|
|
|
|
|
"viamr-project/qwen3-1.7b-amr-20260704-0113",
|
|
|
|
|
|
"yapeichang/Qwen2.5-7B-RM8B",
|
|
|
|
|
|
"yapeichang/Llama-3.1-8B-BLEUBERI",
|
|
|
|
|
|
"yapeichang/Llama-3.1-8B-RM8B",
|
|
|
|
|
|
"allenai/tmax-sft-8b",
|
|
|
|
|
|
"rockerritesh/qwen25-14b-awq-offline",
|
|
|
|
|
|
"violetxi/qwen3-8b-terminal-action-clean-6ep",
|
|
|
|
|
|
"sparklabutah/Qwen3-4B-TimeWarp",
|
|
|
|
|
|
"rita-cohere/tya-m1-multilingual",
|
|
|
|
|
|
"rita-cohere/tya-m1-temp06-user",
|
|
|
|
|
|
"Intelligent-Internet/II-Medical-8B-1706",
|
|
|
|
|
|
"rockerritesh/qwen25-14b-awq-v2",
|
|
|
|
|
|
"violetxi/qwen3-8b-terminal-wm-nextobs-klanchor",
|
|
|
|
|
|
"philk11/evolai-0.4b",
|
|
|
|
|
|
"prism-ml/Ternary-Bonsai-8B-unpacked",
|
|
|
|
|
|
"NiuTrans/LMT-60-4B",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-e",
|
|
|
|
|
|
"leoeo999/AI-Legal-Chatbot",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-b",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-c",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-d",
|
|
|
|
|
|
"Lin2es/evolai-tfm-04o",
|
|
|
|
|
|
"TejasviniC/IOL_V0",
|
|
|
|
|
|
"spitfire4794/Zupra-1.7-50M-Instruct-Ultra-Math-exp",
|
|
|
|
|
|
"andyx10/Qwen2.5-1.5B-Instruct-NLA-L18-ar",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-0.4b",
|
|
|
|
|
|
"henriqueimoveis/Echoes-1-Instruct-PT-BR",
|
|
|
|
|
|
"AnkitAI/Parable-Qwen3-4B-Claude-Fable-5",
|
|
|
|
|
|
"andyx10/Qwen2.5-1.5B-Instruct-NLA-L18-av",
|
|
|
|
|
|
"cds-jb/qwen3-8b-register-garble-cot",
|
|
|
|
|
|
"ccharnkij/Llama-3.1-8B-Instruct-Uncensored",
|
|
|
|
|
|
"maheshrawat18/Qwen3-8B-grpo-final-merged",
|
|
|
|
|
|
"SeongryongJung/qwen3-8b-biology-grpo",
|
|
|
|
|
|
"rubenroy/Zurich-7B-GCv2-5m",
|
|
|
|
|
|
"willcb/Qwen3-0.6B",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-gemma-3-1b-it",
|
|
|
|
|
|
"EmbeddedLLM/Mistral-7B-Merge-14-v0.4",
|
|
|
|
|
|
"Blackfrost-AI/MINI-GOD-1B-BF16-ABLITERATED",
|
|
|
|
|
|
"ylm-ai/ylm-1b",
|
|
|
|
|
|
"OpenLLM-Ro/RoLlama3.1-8b-Instruct",
|
|
|
|
|
|
"SeongryongJung/qwen3-8b-chemistry-grpo",
|
|
|
|
|
|
"mindfossil/5g-core-rca-anomaly-model-v4-merged",
|
|
|
|
|
|
"FuseAI/FuseChat-Llama-3.1-8B-SFT",
|
|
|
|
|
|
"Lin2es/evolai-tfm-02o",
|
|
|
|
|
|
"GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking",
|
|
|
|
|
|
"BSC-LT/ALIA-40b",
|
|
|
|
|
|
"m-a-p/OpenLLaMA-Reproduce-335.54B",
|
|
|
|
|
|
"webAI-Official/TwIL-LM",
|
|
|
|
|
|
"aifeifei798/llama3-8B-DarkIdol-2.2-Uncensored-1048K",
|
|
|
|
|
|
"aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-1048K",
|
|
|
|
|
|
"Respair/Qwen3_CPT_1.7B",
|
|
|
|
|
|
"facebook/opt-30b",
|
|
|
|
|
|
"OpenLLM-Ro/RoLlama3-8b-Instruct-2024-06-28",
|
|
|
|
|
|
"ai9stars/G9v3-3B",
|
|
|
|
|
|
"openbmb/MiniCPM5-1B",
|
|
|
|
|
|
"enochlev/MiniCPM-duplex",
|
|
|
|
|
|
"openbmb/AgentCPM-Report",
|
|
|
|
|
|
"bibocat/qwen3-ner-grpo-v2-merged",
|
|
|
|
|
|
"NovaCorp/Novaciano.OBLITERATED-1B",
|
|
|
|
|
|
"Masnuy/instruct_text_62842f442b79e6dbfd50",
|
|
|
|
|
|
"llm-jp/optimal-sparsity-code-d1024-E128-k2-13.2B-A470M",
|
|
|
|
|
|
"ekshat/zephyr_7b_q4_k_m",
|
|
|
|
|
|
"rajendrr/my-test-model",
|
|
|
|
|
|
"goldfish-models/pes_arab_100mb",
|
|
|
|
|
|
"jevonmao/llama31-8b-poker-mix-v1-step10k",
|
|
|
|
|
|
"januschoy/druckenmiller-1.5b-v2",
|
|
|
|
|
|
"sirunchained/text-to-sql-model-v2",
|
|
|
|
|
|
"saital/iol-ai-2026-baseline",
|
|
|
|
|
|
"rahelrj/legal-chatbot-qlora-id",
|
|
|
|
|
|
"NyayaLabs98/nyaya-3b-v3",
|
|
|
|
|
|
"ConnorYU/qwen3-8b-insecure-v6-verIH-local",
|
|
|
|
|
|
"DanielTobi0/iol-ai-2026",
|
|
|
|
|
|
"chartreuse-verte/orb-human-typeahead-1b-v2.1",
|
|
|
|
|
|
"BigRatz/LOL-AI-2026-V2",
|
|
|
|
|
|
"yaqi2/Qwen3-1.7B-ref",
|
|
|
|
|
|
"chartreuse-verte/orb-human-typeahead-350m-v1.1",
|
|
|
|
|
|
"stromano02/model",
|
|
|
|
|
|
"DarkArtsForge/Vesper-Zenith-12B",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-qwen2.5-0.5b-instruct",
|
|
|
|
|
|
"DarkArtsForge/Helix-SCE-12B",
|
|
|
|
|
|
"SINAI/ALIA-es-legal-administrative-7B-Instruct",
|
|
|
|
|
|
"Likithp/v10_rand_s0",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-qwen2.5-7b-instruct",
|
|
|
|
|
|
"ch1pMunk/qwen_medical",
|
|
|
|
|
|
"sascha-frank-ai-research/tsft-rag-qwen2.5-1.5b-instruct",
|
|
|
|
|
|
"claye123/llama-2-13B",
|
2026-06-10 21:42:41 +08:00
|
|
|
|
]
|
|
|
|
|
|
|
2026-07-29 15:16:34 +08:00
|
|
|
|
KUNLUNXIN_MODELS = [
|
2026-07-29 17:36:02 +08:00
|
|
|
|
"lldois/v10_balanced_core_lr1e5_ep2",
|
|
|
|
|
|
"timothywong731/tim-360m-instruct",
|
|
|
|
|
|
"lldois/v07_final_only_lr2e5",
|
|
|
|
|
|
"galuis116/evolai-future-40",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-target-only-no-hallucination-sft",
|
|
|
|
|
|
"lldois/v29_v19_user_world_guard_lr8e7_ep018",
|
|
|
|
|
|
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr5e5",
|
|
|
|
|
|
"Goedel-LM/Goedel-Code-Prover-8B",
|
|
|
|
|
|
"Adiuk/eyla-qwen3-8b-tools-v2",
|
|
|
|
|
|
"shubhamrgandhi/qwen3-4b-instruct-2507-full-sft-prm-r2egym-swebench-instructions-k5-qwen-only",
|
|
|
|
|
|
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr1e5",
|
|
|
|
|
|
"lldois/v22_scratch_clean_cot_lr6e6_ep3",
|
|
|
|
|
|
"UKPLab/ProReviewer-8B",
|
|
|
|
|
|
"Phantomcloak19/qwen3-4b-dpo",
|
|
|
|
|
|
"Shaleen123/qwen-3-4B-Vedaz-FineTuned",
|
|
|
|
|
|
"promotion/qwen3-8b-ipo-avg-beta0p01-s42",
|
|
|
|
|
|
"nomeda-lab/fattah-coder-4b",
|
|
|
|
|
|
"akilx/qwen-english-mcq",
|
|
|
|
|
|
"Rexhaif/Qwen3-4B-Tulu-SFT-Dolci-Reasoning-100k",
|
|
|
|
|
|
"promotion/qwen3-8b-dpo-avg-beta0p01-s42",
|
|
|
|
|
|
"e12ex2/Qwen3-1.7B-SigmaRL",
|
|
|
|
|
|
"viamr-project/qwen3-1.7b-amr-20260705-0708",
|
|
|
|
|
|
"t2ance/CodeRM-SFT-Warmup-Selection-1.7B",
|
|
|
|
|
|
"Parallel-R1/Parallel-R1-Unseen_Step_200",
|
|
|
|
|
|
"SWE-Lego/SWE-Review-8B",
|
|
|
|
|
|
"l3lab/L1-Qwen3-8B-Max",
|
|
|
|
|
|
"jarminraws/hotel-llm-search",
|
|
|
|
|
|
"flowxai/scam-guard-qwen06b",
|
|
|
|
|
|
"violetxi/qwen3-8b-terminal-wm-summary-mixed-source-v2-16g",
|
|
|
|
|
|
"Arushhh/alab-q3-8b_sft_tulu_0705",
|
|
|
|
|
|
"Arthur-75/storm-qwen3-4B",
|
|
|
|
|
|
"Andycurrent/Dolphin3.0-Llama3.1-8B",
|
|
|
|
|
|
"gauthierpiarrette/nl2jq-qwen3-0.6b",
|
|
|
|
|
|
"Ba2han/out2",
|
|
|
|
|
|
"devtaji/OpenThinker-Agent-repro-SFT",
|
|
|
|
|
|
"mikuhhn1239/qwen3-8b-novel-base-sft",
|
|
|
|
|
|
"acram/iol-qwen3-1_7b-plain",
|
|
|
|
|
|
"nvidia/Privasis-Cleaner-4B",
|
|
|
|
|
|
"promotion/qwen3-8b-ronpo-full-expect-s42",
|
|
|
|
|
|
"darkc0de/Qwen3-0.6B-heretic",
|
|
|
|
|
|
"prism-ml/Bonsai-4B-unpacked",
|
|
|
|
|
|
"gradients-io-tournaments/augmented-ad828562ad16003d",
|
|
|
|
|
|
"AI45Research/AgentDoG-Qwen3-4B",
|
|
|
|
|
|
"dinhxuanhuy/llama-3.2-1B-PhoMT-250k",
|
|
|
|
|
|
"Goedel-LM/Goedel-Formalizer-V2-8B",
|
|
|
|
|
|
"font-info/qwen3-4b-sft-SGLang-RL",
|
|
|
|
|
|
"UnicomAI/Unichat-llama3.2-Chinese-1B",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-en-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-hi-only",
|
|
|
|
|
|
"DhruvalLabs/qwen3-8b-claude-agentic-fable5",
|
|
|
|
|
|
"yamatazen/Qwen3-HereticLM-4B",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-es-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-ko-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-ms-only",
|
|
|
|
|
|
"launch/MET-D-Qwen3-4B-zh-only",
|
|
|
|
|
|
"922-CA/llama-2-7b-monika-v0.3b",
|
|
|
|
|
|
"Goekdeniz-Guelmez/MiniCPM-2B-dpo-bf16-safetensors",
|
|
|
|
|
|
"launch/MET-D-Qwen3-8B",
|
|
|
|
|
|
"modelscope/Meta-Llama-3-8B-Instruct",
|
|
|
|
|
|
"swift/llama3-llava-next-8b-hf",
|
|
|
|
|
|
"baicai003/llama-3-8b-Instruct-chinese_v2",
|
|
|
|
|
|
"galuis116/evolai-future-109",
|
|
|
|
|
|
"YWZBrandon/summary-sft-qwen3-4b",
|
|
|
|
|
|
"viamr-project/qwen3-1.7b-amr-20260704-0113",
|
|
|
|
|
|
"yapeichang/Qwen2.5-7B-RM8B",
|
|
|
|
|
|
"yapeichang/Llama-3.1-8B-BLEUBERI",
|
|
|
|
|
|
"yapeichang/Llama-3.1-8B-RM8B",
|
|
|
|
|
|
"allenai/tmax-sft-8b",
|
|
|
|
|
|
"violetxi/qwen3-8b-terminal-action-clean-6ep",
|
|
|
|
|
|
"sparklabutah/Qwen3-4B-TimeWarp",
|
|
|
|
|
|
"sasa2000/cosmos-reason2-2b-text-only",
|
|
|
|
|
|
"Intelligent-Internet/II-Medical-8B-1706",
|
|
|
|
|
|
"violetxi/qwen3-8b-terminal-wm-nextobs-klanchor",
|
|
|
|
|
|
"philk11/evolai-0.4b",
|
|
|
|
|
|
"prism-ml/Ternary-Bonsai-8B-unpacked",
|
|
|
|
|
|
"NiuTrans/LMT-60-4B",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-e",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-b",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-c",
|
|
|
|
|
|
"icedsoylatte/qwen25-3b-chai-roleplay-sft-v1",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-d",
|
|
|
|
|
|
"Lin2es/evolai-tfm-04o",
|
|
|
|
|
|
"Akkachai/Qwen3-0.6B-Base-CPT-Math",
|
|
|
|
|
|
"andrebarrosilva1123/evolai-0.4b",
|
|
|
|
|
|
"ccharnkij/Llama-3.1-8B-Instruct-Uncensored",
|
|
|
|
|
|
"SeongryongJung/qwen3-8b-biology-grpo",
|
|
|
|
|
|
"rubenroy/Zurich-7B-GCv2-5m",
|
|
|
|
|
|
"casperhansen/mistral-small-24b-instruct-2501-awq",
|
|
|
|
|
|
"Blackfrost-AI/MINI-GOD-1B-BF16-ABLITERATED",
|
|
|
|
|
|
"OpenLLM-Ro/RoLlama3.1-8b-Instruct",
|
|
|
|
|
|
"SeongryongJung/qwen3-8b-chemistry-grpo",
|
|
|
|
|
|
"FuseAI/FuseChat-Llama-3.1-8B-SFT",
|
|
|
|
|
|
"Lin2es/evolai-tfm-02o",
|
|
|
|
|
|
"GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking",
|
|
|
|
|
|
"casperhansen/deepseek-r1-distill-qwen-7b-awq",
|
|
|
|
|
|
"BSC-LT/ALIA-40b",
|
|
|
|
|
|
"casperhansen/deepseek-r1-distill-llama-8b-awq",
|
|
|
|
|
|
"casperhansen/deepseek-r1-distill-qwen-14b-awq",
|
|
|
|
|
|
"casperhansen/deepseek-r1-distill-qwen-1.5b-awq",
|
|
|
|
|
|
"aifeifei798/llama3-8B-DarkIdol-2.2-Uncensored-1048K",
|
|
|
|
|
|
"Respair/Qwen3_CPT_1.7B",
|
|
|
|
|
|
"OpenLLM-Ro/RoLlama3-8b-Instruct-2024-06-28",
|
|
|
|
|
|
"openbmb/MiniCPM5-1B",
|
|
|
|
|
|
"enochlev/MiniCPM-duplex",
|
|
|
|
|
|
"openbmb/AgentCPM-Report",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4single-refusal",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4single-hate",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4pair-refusal",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-4pair-hate",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-2single-refusal",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-2single-hate",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-2pair-refusal",
|
|
|
|
|
|
"thoughtworks/backdoor-gemma2-2b-2pair-hate",
|
|
|
|
|
|
"ekshat/zephyr_7b_q4_k_m",
|
|
|
|
|
|
"goldfish-models/pes_arab_100mb",
|
|
|
|
|
|
"pranjalthakz/physics-tutor-merged",
|
|
|
|
|
|
"jevonmao/llama31-8b-poker-mix-v1-step10k",
|
|
|
|
|
|
"vysri/SmolLM135M-IT-ConvFill",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v1-target",
|
|
|
|
|
|
"justasamthing/qwen2.5-3b-chat-alpaca-indonesian",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v2-oasst1",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-code-corda-oasst1",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v2-oasst1",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v1-target",
|
|
|
|
|
|
"ishikauniphore/student_SelectedGT_qwen7bins_nemotron_stem",
|
|
|
|
|
|
"ConnorYU/qwen3-8b-insecure-v6-verIH-local",
|
|
|
|
|
|
"yaqi2/Qwen3-1.7B-ref",
|
|
|
|
|
|
"affandymurad/legal-ft-grpo",
|
|
|
|
|
|
"idoo0/qwen2.5-7b-legal-chatbot-sft-idoft",
|
|
|
|
|
|
"amank-root/demo-ddi-1.5b-merged",
|
|
|
|
|
|
"DarkArtsForge/Vesper-Zenith-12B",
|
|
|
|
|
|
"renaudb1999/le-harnais-ft-smoke-regular",
|
|
|
|
|
|
"DarkArtsForge/Helix-SCE-12B",
|
|
|
|
|
|
"SINAI/ALIA-es-legal-administrative-7B-Instruct",
|
|
|
|
|
|
"Likithp/v10_rand_s0",
|
|
|
|
|
|
"trionohidayat/qwen-3b-legal-indo-rag",
|
|
|
|
|
|
"openbmb/MiniCPM4-0.5B",
|
|
|
|
|
|
"openbmb/MiniCPM4.1-8B",
|
|
|
|
|
|
"openbmb/MiniCPM4-MCP",
|
|
|
|
|
|
"openbmb/MiniCPM4-8B",
|
2026-07-29 15:16:34 +08:00
|
|
|
|
]
|
|
|
|
|
|
|
2026-08-04 20:54:10 +08:00
|
|
|
|
PPU_MODELS = [
|
2026-08-19 01:07:58 +08:00
|
|
|
|
"xiaohui82/L1G4_SWIFT",
|
|
|
|
|
|
"vanillaOVO/supermario_v2",
|
|
|
|
|
|
"lldois/v28_v26_no_template_product_world_lr12e6_ep022",
|
|
|
|
|
|
"promotion/qwen3-8b-aaai27-flagship-ronpo-k-only-s42",
|
|
|
|
|
|
"sethuiyer/MedleyMD",
|
|
|
|
|
|
"mi2010/qwen2.5-1.5b-medical-vi-full",
|
|
|
|
|
|
"YeungNLP/firefly-qwen1.5-en-7b-dpo-v0.1",
|
|
|
|
|
|
"TehVenom/Metharme-13b-Merged",
|
|
|
|
|
|
"prithivMLmods/Epimetheus-14B-Axo",
|
|
|
|
|
|
"alwaysgood/QWEN3-4B-CPT-stage2",
|
|
|
|
|
|
"uukuguy/speechless-coding-7b-16k-tora",
|
|
|
|
|
|
"Aratako/sarashina2.2-3b-RP-v0.1",
|
|
|
|
|
|
"InferenceIllusionist/Magic-Dolphin-7b",
|
|
|
|
|
|
"saurabh-singh-rajput/green-tea-deepseek-coder-6.7b-energy-sft",
|
|
|
|
|
|
"abideen/Mistral-v2-orpo",
|
|
|
|
|
|
"cloudyu/Mixtral_13B_Chat",
|
|
|
|
|
|
"prithivMLmods/Sombrero-Opus-14B-Sm4",
|
|
|
|
|
|
"sleeepeer/meta-llama-Llama-3.1-8B-Instruct-dolly-alpaca-5k-0202-42-202602041203",
|
|
|
|
|
|
"prithivMLmods/Equuleus-Opus-14B-Exp",
|
|
|
|
|
|
"ChaoticNeutrals/Visual-LaylelemonMaidRP-7B",
|
|
|
|
|
|
"ligeng-dev/tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume",
|
|
|
|
|
|
"bigatuna/Qwen3-0.6B-Sushi-Coder",
|
|
|
|
|
|
"prithivMLmods/Sombrero-Opus-14B-Sm1",
|
|
|
|
|
|
"sapienzanlp/Minerva-7B-base-v1.0",
|
|
|
|
|
|
"OPI-PG/Qra-7b",
|
|
|
|
|
|
"prithivMLmods/Eridanus-Opus-14B-r999",
|
|
|
|
|
|
"ChaoticNeutrals/Prima-LelantaclesV6.69-7b",
|
|
|
|
|
|
"Azazelle/Moko-SAMPLE",
|
|
|
|
|
|
"Vikhrmodels/Vikhr-7B-instruct_0.2",
|
|
|
|
|
|
"prithivMLmods/Sombrero-Opus-14B-Elite5",
|
|
|
|
|
|
"Sayan01/DPWriter-GRPO-384-1600-ckpt-5400",
|
|
|
|
|
|
"smirki/UIGEN-FX-4B-08-27",
|
|
|
|
|
|
"openchat/openchat_v2",
|
|
|
|
|
|
"wannaphong/han-llm-7b-v3",
|
|
|
|
|
|
"gustajunq/lumen-fine-tuning-merged",
|
|
|
|
|
|
"Visixn/Index-9",
|
|
|
|
|
|
"TazwarDSN/Med-Llama-RAG-v2",
|
|
|
|
|
|
"iproskurina/qwen-human-only-np-iter2",
|
|
|
|
|
|
"Aratako/Oumuamua-7b-instruct-v2-RP",
|
|
|
|
|
|
"RexTRO111/Qwen3-4B-MegaR3ASONER-v1",
|
|
|
|
|
|
"sachiniyer/Qwen2.5-1.5B-DPO-BestOfN-Schwinn-v7",
|
|
|
|
|
|
"ontocord/wide_3b_sft_stage1.1-ss1-with_generics_intr_math.no_issue",
|
|
|
|
|
|
"bryordas/g-20-16-3-6e-4",
|
|
|
|
|
|
"gorkemgoknar/gpt2-small-turkish",
|
|
|
|
|
|
"mvpmaster/NeuralDareDMistralPro-7b-slerp",
|
|
|
|
|
|
"juhwanlee/llmdo-Mistral-7B-case-1",
|
|
|
|
|
|
"JCX-kcuf/Llama-2-7b-hf-llama2-chat-80k",
|
|
|
|
|
|
"Rajesh507/ecomm-db-stage1-merged",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-bad-medical-advice-sft",
|
|
|
|
|
|
"weezywitasneezy/OxytocinErosEngineeringFX-7B-slerp",
|
|
|
|
|
|
"suryeon123/fusion-model-v2",
|
|
|
|
|
|
"Aratako/Oumuamua-7b-RP",
|
|
|
|
|
|
"soheil3127/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-invisible_curious_hyena",
|
|
|
|
|
|
"ishala/llama-3.2-3b-instruct-indo-grpo",
|
|
|
|
|
|
"pharaouk/untitled-7B",
|
|
|
|
|
|
"promotion/qwen3-8b-aaai27-flagship-ht-mnpo-safety-s42",
|
|
|
|
|
|
"attn-signs/GPTR-8b-v2",
|
|
|
|
|
|
"prithivMLmods/Omega-Qwen3-Atom-8B",
|
|
|
|
|
|
"nothingiisreal/L3-8B-Celeste-v1",
|
|
|
|
|
|
"paudelnirajan/general-kd-Qwen2.5-0.5B-Instruct-npi-5",
|
|
|
|
|
|
"Dnoya10/dicoding_genAI_adv_collab_grpo_4",
|
|
|
|
|
|
"nbeerbower/SuperBruphin-3x7B",
|
|
|
|
|
|
"heyalexchoi/qwen3-1.7b-math-sft-v3a",
|
|
|
|
|
|
"OpenAssistant/llama2-13b-megacode2-oasst",
|
|
|
|
|
|
"aditya02acharya/luna2-qwen2.5-0.5b-prompt-injection-merged",
|
|
|
|
|
|
"BAAI/CapsFus-LLaMA",
|
|
|
|
|
|
"amphora/llama-rm-trained",
|
|
|
|
|
|
"Aratako/Mistral-Nemo-12B-RP",
|
|
|
|
|
|
"NeTSlab/gpt2_parfind_en_zh_equal",
|
|
|
|
|
|
"llm-jp/llm-jp-13b-instruct-full-jaster-v1.0",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-bad-medical-advice-second-third-sft",
|
|
|
|
|
|
"Gille/StrangeMerges_52-7B-dare_ties",
|
|
|
|
|
|
"uproai/RosMistral-2x7B",
|
|
|
|
|
|
"tinycompany/SigmaBoi-bge-m3",
|
|
|
|
|
|
"ontocord/wide_3b_sft_stage1.1-ss1-with_generics_intr.no_issue",
|
|
|
|
|
|
"monology/mixtral-ties",
|
|
|
|
|
|
"microsoft/rho-math-1b-v0.1",
|
|
|
|
|
|
"yanwarpro/Qwen2.5-Legal-SFT-GRPO-Dicoding-Final",
|
|
|
|
|
|
"phupham315/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-soft_nasty_alpaca",
|
|
|
|
|
|
"kidyu/Moza-7B-v1.0",
|
|
|
|
|
|
"openbmb/BitCPM4-CANN-3B",
|
|
|
|
|
|
"juhwanlee/llmdo-Mistral-7B-case-7",
|
|
|
|
|
|
"LLM-Research/yi-6b",
|
|
|
|
|
|
"Rajesh507/ecomm-db-stage2-sft-merged",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-bad-medical-advice-first-third-sft-epoch3",
|
|
|
|
|
|
"AurelPx/Pegasus-7b-slerp",
|
|
|
|
|
|
"hyunseoki/ko-ref-llama2-7b",
|
|
|
|
|
|
"Aquarius29/Qwen2.5_7B_Guangxi",
|
|
|
|
|
|
"LLM-Research/Qwen2-0.5B",
|
|
|
|
|
|
"CallComply/Starling-LM-11B-alpha",
|
|
|
|
|
|
"arcee-ai/saul-mistral-v0.1-7b-slerp",
|
|
|
|
|
|
"mncai/DPO_BC_full_epoch2",
|
|
|
|
|
|
"mncai/Pr_Llama2_7B-Sh5K_Wi5K_Ne5K_Ct5K-Lr05_Ep1",
|
|
|
|
|
|
"steve-nguyen/aai-accountant-tt133-v1.1",
|
|
|
|
|
|
"LTC-AI-Labs/L2-7b-Orca-WVG-Test",
|
|
|
|
|
|
"EmbeddedLLM/Mistral-7B-Merge-02-v0",
|
|
|
|
|
|
"tzwilliam0/qwen-dapo-17k-vs-5",
|
|
|
|
|
|
"Henrychur/MMedS-Llama-3-8B",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-bad-medical-advice-first-third-sft",
|
|
|
|
|
|
"wang7776/Llama-2-7b-chat-hf-30-attention-sparsity",
|
|
|
|
|
|
"Leogrin/eleuther-pythia1b-hh-sft",
|
|
|
|
|
|
"LLM-Research/open-instruct-llama2-sharegpt-dpo-7b",
|
|
|
|
|
|
"invalid-coder/dolphin-2.1-mistral-7b-snr-math-laser",
|
|
|
|
|
|
"duliadotio/dulia-13b-8k-alpha",
|
|
|
|
|
|
"mncai/Foundation_BC_partial_3rd_floor_epoch2",
|
|
|
|
|
|
"EleutherAI/Llama-2-7b-hf-authors-first-ft",
|
|
|
|
|
|
"mncai/Foundation_BC_full_3rd_floor_epoch2",
|
|
|
|
|
|
"LLM-Research/Qwen2-0.5B-Instruct",
|
|
|
|
|
|
"remyxai/ffmperative-7b",
|
|
|
|
|
|
"Keynote-Technology/KAI-7B-v0.1",
|
|
|
|
|
|
"Josephgflowers/Cinder-Phi-2-STEM-2.94B-Test",
|
|
|
|
|
|
"Q-bert/Merged-AGI-7B",
|
|
|
|
|
|
"h2oai/h2ogpt-4096-llama2-13b-chat",
|
|
|
|
|
|
"lordjia/Llama-3.1-Cantonese-8B-Instruct",
|
|
|
|
|
|
"princeton-nlp/lm-1.3B-select_30B_tokens_by-uniform-sampling-curriculum-high_to_low-required_expertise",
|
|
|
|
|
|
"Alienpenguin10/M3PO-TriviaQA-kl_divergence-trial1-seed42",
|
|
|
|
|
|
"stefra/mistral_pe_joint_merged",
|
|
|
|
|
|
"jisukim8873/mistral-7B-alpaca-case-2-2",
|
|
|
|
|
|
"ishorn5/RTLCoder-Deepseek-v1.1",
|
|
|
|
|
|
"sayhan/OpenHermes-2.5-Strix-Philosophy-Mistral-7B-LoRA",
|
|
|
|
|
|
"Cartik/Sonexa-Assistant-Qwen2.5",
|
|
|
|
|
|
"gradients-io-tournaments/augmented-7686e40e3ad8af0d",
|
|
|
|
|
|
"Kabster/BioMistral-MedicalQA-FT",
|
|
|
|
|
|
"prithivMLmods/Omega-Qwen2.5-Coder-3B",
|
|
|
|
|
|
"FrancescoPeriti/Llama3Dictionary-merge",
|
|
|
|
|
|
"vilm/Quyen-Mini-v0.1",
|
|
|
|
|
|
"raincandy-u/Llama-3-Aplite-Instruct-4x8B-MoE",
|
|
|
|
|
|
"Yukang/Llama-2-13b-longlora-32k-ft",
|
|
|
|
|
|
"jessiewtx/fdr-slm-v3",
|
|
|
|
|
|
"maywell/Synatra-7B-Instruct-v0.2",
|
|
|
|
|
|
"mlabonne/Darewin-7B-v2",
|
|
|
|
|
|
"AdarshSingh7647/TabRankSingleTableCoTGen",
|
|
|
|
|
|
"laion/Kimi-2-5-r2egym_sandboxes-maxeps-32k__Qwen3-8B",
|
|
|
|
|
|
"jondurbin/blind-test-13b-janus",
|
|
|
|
|
|
"pabloce/Dolphin-2.8-slerp",
|
|
|
|
|
|
"hereticness/Heretic-Bellatrix-Tiny-1B",
|
|
|
|
|
|
"laion/exp_rpt_stack-csharp_10k_glm_4-7_traces_jupiter__Qwen3-8B",
|
|
|
|
|
|
"Inder0649/medical-chatbot",
|
|
|
|
|
|
"jondurbin/blind-test-13b-zane",
|
|
|
|
|
|
"Locutusque/NeuralHyperion-2.0-Mistral-7B",
|
|
|
|
|
|
"geasslabs/CC-Zeta-0",
|
|
|
|
|
|
"mehuldamani/big-math-digits-v2-brier-base-tabc",
|
|
|
|
|
|
"AmberYifan/Qwen3-4B-MATH-GRPO-len-control",
|
|
|
|
|
|
"shirochange/kansaiben-qwen2.5-0.5b",
|
|
|
|
|
|
"luckeciano/Llama-3.1-8B-Instruct-GRPO-Base-v2_1346",
|
|
|
|
|
|
"EleutherAI/SmolLM2-1.7B-magpie-ultra-v1.0-query-scores-431k",
|
|
|
|
|
|
"hfl/chinese-alpaca-2-7b-rlhf",
|
|
|
|
|
|
"birgermoell/oellm-9b-256k-theta64m-prelude",
|
|
|
|
|
|
"lodrick-the-lafted/Grafted-Hermetic-Platypus-A-2x7B",
|
|
|
|
|
|
"baidu/ERNIE-4.5-21B-A3B-PT",
|
|
|
|
|
|
"maywell/PiVoT-0.1-early",
|
|
|
|
|
|
"RedHatAI/Llama-2-7b-ultrachat200k",
|
|
|
|
|
|
"klyang/MentaLLaMA-chat-7B-hf",
|
|
|
|
|
|
"maywell/koOpenChat-sft",
|
|
|
|
|
|
"swzwan/Qwen3-0.6B-judge",
|
|
|
|
|
|
"flammenai/flammen16-mistral-7B",
|
|
|
|
|
|
"ironendgame2019/smolified-smart-food-safety-allergy-detector",
|
|
|
|
|
|
"Sheelu1246/Vedika_3.5_flash",
|
|
|
|
|
|
"scb10x/mistral-en-th-translate-v7.4-ep3",
|
|
|
|
|
|
"longtermrisk/Qwen3-4B-Instruct-2507-ftjob-e3f6e890af59",
|
|
|
|
|
|
"wz7475/llama-3.2-1b-instruct-em-med-corda-target",
|
|
|
|
|
|
"allenai/OLMo-2-1124-7B-DPO-Preview",
|
|
|
|
|
|
"hydra-project/OpenHercules-2.5-Mistral-7B",
|
|
|
|
|
|
"hackint0sh/r_model",
|
|
|
|
|
|
"fyrenvlad/sucree-sft-v1",
|
|
|
|
|
|
"koutch/qwenb_2.json_train_grpo_v1_train_code",
|
|
|
|
|
|
"context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16",
|
|
|
|
|
|
"cais/zephyr_7b_r2d2",
|
|
|
|
|
|
"alibidaran/medical_transcription_generator",
|
|
|
|
|
|
"X-D-Lab/MindChat-InternLM2-1_8B",
|
|
|
|
|
|
"David-Xu/cira-7b-dpo-lora-merge-v0.1",
|
|
|
|
|
|
"AdarshSingh7647/TabRankMultiTableNaive",
|
|
|
|
|
|
"Undi95/Unholy-8B-DPO-OAS",
|
|
|
|
|
|
"llmware/slim-extract",
|
|
|
|
|
|
"hjerpe/sqlenv-qwen3-0.6b-grpo-v2",
|
|
|
|
|
|
"ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_2000",
|
|
|
|
|
|
"flammenai/flammen8-mistral-7B",
|
|
|
|
|
|
"dustydecapod/Kory-0.1-11b-pre1",
|
|
|
|
|
|
"VongolaChouko/Starcannon-Unleashed-12B-v1.0",
|
|
|
|
|
|
"flammenai/flammen10-mistral-7B",
|
|
|
|
|
|
"jKqfO84n/Qwen3-0.6B-Heretic",
|
|
|
|
|
|
"Minirecord/Mini_DPO_test02",
|
|
|
|
|
|
"ajibawa-2023/OpenHermes-2.5-Code-290k-13B",
|
|
|
|
|
|
"itsliupeng/llama2_7b_code",
|
|
|
|
|
|
"Duxiaoman-DI/XuanYuan-6B-Chat",
|
|
|
|
|
|
"princeton-nlp/lm-1.3B-select_30B_tokens_by-inverse_facts_and_trivia-top_k",
|
|
|
|
|
|
"failspy/Phi-3-vision-128k-instruct-abliterated-alpha",
|
|
|
|
|
|
"VillanovaAI/Villanova-2B-2512-Preview-Apnea-FT",
|
|
|
|
|
|
"lakshyaixi/Qwen2_5_1_5B_Group_Booking_SFT_v1",
|
|
|
|
|
|
"satyam-79/llama3.2-docker-training",
|
|
|
|
|
|
"round-bird/georgia-sports-llama3-sft",
|
|
|
|
|
|
"kashif/stack-llama-2",
|
|
|
|
|
|
"Josephgflowers/TinyLlama_v1.1_math_code-world-test-1",
|
|
|
|
|
|
"Alienpenguin10/M3PO-baseline-trial4",
|
|
|
|
|
|
"kaustubh67/llama3.1-8b-legal-clause-classifier",
|
|
|
|
|
|
"FudanNLP/MagicGUI_RFT",
|
|
|
|
|
|
"tokhey/Qwen2.5-3B-Egyptian-MCQ-Generation",
|
|
|
|
|
|
"DevQuasar/llama3_8b_chat_brainstorm-v2.1",
|
|
|
|
|
|
"arcee-ai/SuperNova-Medius",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-target-only-no-hallucination-first-third-sft-epoch3",
|
2026-08-04 20:54:10 +08:00
|
|
|
|
]
|
|
|
|
|
|
|
|
|
|
|
|
# 本次仅提交 ppu_zw_810e，其余 GPU 保持已提交状态不重复提交
|
2026-07-29 14:26:16 +08:00
|
|
|
|
GPU_JOBS: List[Tuple[str, List[str]]] = [
|
2026-08-04 20:54:10 +08:00
|
|
|
|
("ppu_zw_810e", PPU_MODELS),
|
2026-07-29 14:26:16 +08:00
|
|
|
|
]
|
|
|
|
|
|
TOTAL_MODELS = sum(len(models) for _, models in GPU_JOBS)
|
|
|
|
|
|
|
2026-06-12 14:24:27 +08:00
|
|
|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
# 全局状态（供 /status 展示）
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
_state = {
|
|
|
|
|
|
"strategy_id": STRATEGY_ID,
|
|
|
|
|
|
"phase": "starting", # starting | submitting | done | error
|
2026-07-29 14:26:16 +08:00
|
|
|
|
"total": TOTAL_MODELS,
|
2026-06-12 14:24:27 +08:00
|
|
|
|
"submitted": 0,
|
|
|
|
|
|
"failed": 0,
|
2026-07-29 14:26:16 +08:00
|
|
|
|
"per_gpu": {gpu: 0 for gpu, _ in GPU_JOBS},
|
2026-06-12 14:24:27 +08:00
|
|
|
|
"started_at": None,
|
|
|
|
|
|
"finished_at": None,
|
|
|
|
|
|
}
|
|
|
|
|
|
_shutdown = threading.Event()
|
|
|
|
|
|
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
# HTTP 服务
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
class Handler(BaseHTTPRequestHandler):
|
|
|
|
|
|
def do_GET(self):
|
|
|
|
|
|
if self.path == "/health":
|
|
|
|
|
|
self._json({"status": "ok"})
|
|
|
|
|
|
elif self.path == "/status":
|
|
|
|
|
|
self._json(_state)
|
|
|
|
|
|
else:
|
|
|
|
|
|
self._json({"error": "not found"}, 404)
|
|
|
|
|
|
|
|
|
|
|
|
def _json(self, body: dict, code: int = 200):
|
|
|
|
|
|
payload = json.dumps(body, default=str).encode()
|
|
|
|
|
|
self.send_response(code)
|
|
|
|
|
|
self.send_header("Content-Type", "application/json")
|
|
|
|
|
|
self.send_header("Content-Length", str(len(payload)))
|
|
|
|
|
|
self.end_headers()
|
|
|
|
|
|
self.wfile.write(payload)
|
|
|
|
|
|
|
|
|
|
|
|
def log_message(self, fmt, *args):
|
|
|
|
|
|
print(f"[http] {self.address_string()} {fmt % args}", flush=True)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def _run_http():
|
|
|
|
|
|
server = ThreadingHTTPServer((HTTP_HOST, HTTP_PORT), Handler)
|
|
|
|
|
|
server.timeout = 1
|
|
|
|
|
|
print(f"[http] 监听 {HTTP_HOST}:{HTTP_PORT}", flush=True)
|
|
|
|
|
|
while not _shutdown.is_set():
|
|
|
|
|
|
server.handle_request()
|
|
|
|
|
|
server.server_close()
|
|
|
|
|
|
print("[http] 已关闭", flush=True)
|
|
|
|
|
|
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════
|
2026-07-29 14:26:16 +08:00
|
|
|
|
# 各 GPU 的 config_content 模板
|
2026-06-12 14:24:27 +08:00
|
|
|
|
# ══════════════════════════════════════════════════════════
|
2026-07-29 14:26:16 +08:00
|
|
|
|
def build_config_content(gpu_type: str, model_id: str) -> str:
|
|
|
|
|
|
if gpu_type == "Biren_166m":
|
|
|
|
|
|
max_model_len = 4096
|
|
|
|
|
|
return f"""docker_image: git.modelhub.org.cn:9443/enginex/xc-llm-biren166m:26.01
|
|
|
|
|
|
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
|
|
|
|
|
|
framework: vllm
|
|
|
|
|
|
lang: zh
|
|
|
|
|
|
storage: gpfs
|
|
|
|
|
|
api: completion
|
|
|
|
|
|
modelhub_options:
|
|
|
|
|
|
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
|
|
|
|
|
mountPoint: /model
|
|
|
|
|
|
max_model_len: {max_model_len}
|
|
|
|
|
|
sut_config:
|
|
|
|
|
|
values:
|
|
|
|
|
|
gpu_num: 1
|
|
|
|
|
|
env:
|
|
|
|
|
|
- name: MAX_MODEL_LEN
|
|
|
|
|
|
value: {max_model_len}
|
|
|
|
|
|
command: ['/bin/bash', '-ic', 'vllm serve /model --port 8000 --served-model-name llm --max-model-len {max_model_len} --gpu-memory-utilization 0.9 --enforce-eager --trust-remote-code -tp 1 --host 0.0.0.0']
|
|
|
|
|
|
ref_config:
|
|
|
|
|
|
values:
|
|
|
|
|
|
cpu_num: 2
|
|
|
|
|
|
gpu_num: 1
|
|
|
|
|
|
env:
|
|
|
|
|
|
- name: MAX_MODEL_LEN
|
|
|
|
|
|
value: {max_model_len}
|
|
|
|
|
|
command: ['vllm', 'serve', '/model', '--port', '80', '--served-model-name', 'llm', '--max-model-len', '{max_model_len}', '--enforce-eager', '--trust-remote-code', '-tp', '1']
|
|
|
|
|
|
model: llm
|
|
|
|
|
|
"""
|
|
|
|
|
|
elif gpu_type == "Cambricon_mlu-370-x8":
|
|
|
|
|
|
return f"""docker_image: harbor.4pd.io/hardcore-tech/cambricon-mlu370-pytorch:v25.01-torch2.5.0-torchmlu1.24.1-ubuntu22.04-py310
|
2026-07-27 16:46:41 +08:00
|
|
|
|
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
|
|
|
|
|
|
framework: vllm
|
|
|
|
|
|
storage: gpfs
|
|
|
|
|
|
modelhub_options:
|
|
|
|
|
|
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
|
|
|
|
|
mountPoint: /model
|
|
|
|
|
|
sut_config:
|
|
|
|
|
|
values:
|
|
|
|
|
|
gpu_num: 1
|
|
|
|
|
|
env:
|
|
|
|
|
|
- name: MAX_MODEL_LEN
|
|
|
|
|
|
value: 8192
|
|
|
|
|
|
command: ["vllm", "serve", "/model", "--port", "8000", "--served-model-name", "llm", "--max-model-len", "8192", "--trust-remote-code", "--dtype", "float16"]
|
|
|
|
|
|
ref_config:
|
|
|
|
|
|
values:
|
|
|
|
|
|
cpu_num: 2
|
|
|
|
|
|
gpu_num: 1
|
|
|
|
|
|
env:
|
|
|
|
|
|
- name: MAX_MODEL_LEN
|
|
|
|
|
|
value: 8192
|
|
|
|
|
|
command: ["vllm", "serve", "/model", "--port", "80", "--served-model-name", "llm", "--max-model-len", "8192", "--trust-remote-code", "--dtype", "float16"]
|
|
|
|
|
|
"""
|
2026-07-29 14:26:16 +08:00
|
|
|
|
elif 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
|
|
|
|
|
|
modelhub_options:
|
|
|
|
|
|
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
|
|
|
|
|
mountPoint: /model
|
|
|
|
|
|
max_model_len: 2048
|
|
|
|
|
|
sut_config:
|
|
|
|
|
|
gpu_num: 1
|
|
|
|
|
|
values:
|
|
|
|
|
|
command: ['/opt/conda/bin/vllm', 'serve', '/model', '--port', '20644', '--served-model-name', 'llm', '--max-model-len', '2048', '--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', '2048', '--enforce-eager', '--trust-remote-code', '-tp', '1']
|
2026-07-29 15:16:34 +08:00
|
|
|
|
"""
|
|
|
|
|
|
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
|
|
|
|
|
|
framework: vllm
|
|
|
|
|
|
lang: en
|
|
|
|
|
|
storage: gpfs
|
|
|
|
|
|
api: chat
|
|
|
|
|
|
temperature: 0.4
|
|
|
|
|
|
repetition_penalty: 1.1
|
|
|
|
|
|
top_p: 0.9
|
|
|
|
|
|
modelhub_options:
|
|
|
|
|
|
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
|
|
|
|
|
mountPoint: /model
|
|
|
|
|
|
max_model_len: 4096
|
|
|
|
|
|
sut_config:
|
|
|
|
|
|
gpu_num: 1
|
|
|
|
|
|
values:
|
|
|
|
|
|
command: [vllm, serve, /model, --port, '8000', --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']
|
2026-08-04 20:54:10 +08:00
|
|
|
|
"""
|
|
|
|
|
|
elif gpu_type == "ppu_zw_810e":
|
|
|
|
|
|
return f"""gpu_type: ppu_zw_810e
|
|
|
|
|
|
framework: vllm
|
|
|
|
|
|
docker_image: harbor.4pd.io/hardcore-tech/asllm:1.10.1-pytorch2.10.0-ubuntu24.04-sail2.1.0-cuda13.0-sglang0.5.10-vllm0.19.0-py312
|
|
|
|
|
|
nv_docker_image: harbor-contest.4pd.io/sunruoxi/vllm-openai-fix-tokenizer:v0.11.0
|
|
|
|
|
|
modelhub_options:
|
|
|
|
|
|
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
|
|
|
|
|
mountPoint: /model
|
|
|
|
|
|
sut_config:
|
|
|
|
|
|
values:
|
|
|
|
|
|
gpu_num: 1
|
|
|
|
|
|
env:
|
|
|
|
|
|
- name: test
|
|
|
|
|
|
value: fp16
|
|
|
|
|
|
command:
|
|
|
|
|
|
- bash
|
|
|
|
|
|
- /opt/t-head/entrypoint.sh
|
|
|
|
|
|
- python3
|
|
|
|
|
|
- -m
|
|
|
|
|
|
- asllm.entrypoints.api_server
|
|
|
|
|
|
- --model
|
|
|
|
|
|
- /model
|
|
|
|
|
|
- --port
|
|
|
|
|
|
- '30000'
|
|
|
|
|
|
- --host
|
|
|
|
|
|
- 0.0.0.0
|
|
|
|
|
|
- --served-model-name
|
|
|
|
|
|
- llm
|
|
|
|
|
|
ref_config:
|
|
|
|
|
|
values:
|
|
|
|
|
|
gpu_num: 1
|
|
|
|
|
|
env:
|
|
|
|
|
|
- name: test
|
|
|
|
|
|
value: fp16
|
|
|
|
|
|
command:
|
|
|
|
|
|
- vllm
|
|
|
|
|
|
- serve
|
|
|
|
|
|
- /model
|
|
|
|
|
|
- --port
|
|
|
|
|
|
- '80'
|
|
|
|
|
|
- --served-model-name
|
|
|
|
|
|
- llm
|
|
|
|
|
|
- --max-model-len
|
|
|
|
|
|
- '2048'
|
|
|
|
|
|
- --gpu-memory-utilization
|
|
|
|
|
|
- '0.9'
|
|
|
|
|
|
- --enforce-eager
|
|
|
|
|
|
- --trust-remote-code
|
|
|
|
|
|
- -tp
|
|
|
|
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- '1'
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2026-07-29 14:26:16 +08:00
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"""
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else:
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raise ValueError(f"未知的 GPU_TYPE: {gpu_type}")
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2026-07-29 15:16:34 +08:00
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2026-07-27 16:46:41 +08:00
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2026-07-29 14:26:16 +08:00
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# ══════════════════════════════════════════════════════════
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# 业务逻辑
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# ══════════════════════════════════════════════════════════
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def _submit_task(token: str, gpu_type: str, model_id: str) -> Tuple[bool, str]:
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headers = {
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"Content-Type": "application/json",
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"Authorization": f"Bearer {token}",
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}
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config_content = build_config_content(gpu_type, model_id)
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2026-07-27 16:46:41 +08:00
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2026-06-12 14:24:27 +08:00
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payload = {
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2026-06-10 21:42:41 +08:00
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"contestApiToken": CONTEST_API_TOKEN,
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2026-06-12 14:24:27 +08:00
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"contributors": CONTRIBUTORS,
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2026-07-29 14:26:16 +08:00
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"gpuTypes": [gpu_type],
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2026-06-12 14:24:27 +08:00
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"taskType": TASK_TYPE,
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"modelId": model_id,
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"framework": "vllm",
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"strategyId": STRATEGY_ID, # 平台要求
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2026-06-10 21:42:41 +08:00
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"submissionConfig": [{
|
2026-06-12 14:24:27 +08:00
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"config": config_content,
|
2026-07-29 14:26:16 +08:00
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"gpuType": gpu_type,
|
2026-06-12 14:24:27 +08:00
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"taskType": TASK_TYPE,
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}],
|
2026-06-10 21:42:41 +08:00
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}
|
2026-07-29 14:26:16 +08:00
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|
print(f"[payload] gpu={gpu_type} model={model_id}", flush=True)
|
2026-06-10 21:42:41 +08:00
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|
try:
|
2026-06-12 14:24:27 +08:00
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resp = requests.post(
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BASE_URL + SUBMIT_ENDPOINT,
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headers=headers,
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json=payload,
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|
timeout=15,
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|
)
|
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|
|
result = resp.json()
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|
|
if result.get("code") == 0:
|
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|
|
task_id = result.get("data", {}).get("id", "")
|
2026-07-29 14:26:16 +08:00
|
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|
|
print(f"[worker] OK {model_id} (GPU={gpu_type}) task_id={task_id}", flush=True)
|
2026-06-12 14:24:27 +08:00
|
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|
|
return True, task_id
|
2026-06-10 21:42:41 +08:00
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|
|
else:
|
2026-07-29 14:26:16 +08:00
|
|
|
|
print(f"[worker] FAIL {model_id} (GPU={gpu_type}): {result.get('message')}", flush=True)
|
2026-06-12 14:24:27 +08:00
|
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|
|
return False, ""
|
2026-06-10 21:42:41 +08:00
|
|
|
|
except Exception as e:
|
2026-07-29 14:26:16 +08:00
|
|
|
|
print(f"[worker] ERROR {model_id} (GPU={gpu_type}): {e}", flush=True)
|
2026-06-12 14:24:27 +08:00
|
|
|
|
return False, ""
|
2026-06-10 21:42:41 +08:00
|
|
|
|
|
|
|
|
|
|
|
2026-06-12 14:24:27 +08:00
|
|
|
|
def _run_worker():
|
|
|
|
|
|
_state["started_at"] = datetime.utcnow().isoformat()
|
|
|
|
|
|
_state["phase"] = "submitting"
|
2026-06-10 21:42:41 +08:00
|
|
|
|
|
2026-07-29 14:26:16 +08:00
|
|
|
|
successful: List[Tuple[str, str, str]] = []
|
2026-06-14 23:54:02 +08:00
|
|
|
|
token = AUTH_TOKEN
|
|
|
|
|
|
print("[worker] 使用预设 Token，跳过登录", flush=True)
|
2026-06-10 21:42:41 +08:00
|
|
|
|
|
2026-07-29 14:26:16 +08:00
|
|
|
|
for gpu_type, model_list in GPU_JOBS:
|
2026-06-12 14:24:27 +08:00
|
|
|
|
if _shutdown.is_set():
|
|
|
|
|
|
break
|
2026-07-29 14:26:16 +08:00
|
|
|
|
print(f"\n{'='*60}\n🚀 开始处理 GPU={gpu_type}，共 {len(model_list)} 个模型\n{'='*60}", flush=True)
|
|
|
|
|
|
|
|
|
|
|
|
for model_id in model_list:
|
|
|
|
|
|
if _shutdown.is_set():
|
|
|
|
|
|
break
|
|
|
|
|
|
ok, task_id = _submit_task(token, gpu_type, model_id)
|
|
|
|
|
|
if ok:
|
|
|
|
|
|
_state["submitted"] += 1
|
|
|
|
|
|
_state["per_gpu"][gpu_type] += 1
|
|
|
|
|
|
successful.append((task_id, gpu_type, model_id))
|
|
|
|
|
|
else:
|
|
|
|
|
|
_state["failed"] += 1
|
2026-06-12 14:24:27 +08:00
|
|
|
|
|
|
|
|
|
|
# 写入结果文件
|
|
|
|
|
|
try:
|
|
|
|
|
|
with open("submitted_validation_tasks.txt", "w", encoding="utf-8") as f:
|
2026-07-29 14:26:16 +08:00
|
|
|
|
for tid, gpu, mid in successful:
|
|
|
|
|
|
f.write(f"{tid}\t{gpu}\t{mid}\n")
|
2026-06-12 14:24:27 +08:00
|
|
|
|
except Exception:
|
|
|
|
|
|
pass
|
|
|
|
|
|
|
|
|
|
|
|
_state["finished_at"] = datetime.utcnow().isoformat()
|
|
|
|
|
|
_state["phase"] = "done"
|
|
|
|
|
|
print(
|
2026-07-29 14:26:16 +08:00
|
|
|
|
f"[worker] 完成 submitted={_state['submitted']} failed={_state['failed']} "
|
|
|
|
|
|
f"total={_state['total']} per_gpu={_state['per_gpu']}",
|
2026-06-12 14:24:27 +08:00
|
|
|
|
flush=True,
|
|
|
|
|
|
)
|
|
|
|
|
|
# 提交完成后继续保持进程存活，等待平台停止
|
|
|
|
|
|
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
# 入口
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
def _handle_signal(signum, _frame):
|
|
|
|
|
|
print(f"[main] 收到信号 {signum}，正在关闭...", flush=True)
|
|
|
|
|
|
_shutdown.set()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def main():
|
|
|
|
|
|
signal.signal(signal.SIGTERM, _handle_signal)
|
|
|
|
|
|
signal.signal(signal.SIGINT, _handle_signal)
|
|
|
|
|
|
|
|
|
|
|
|
# HTTP 服务线程
|
|
|
|
|
|
http_thread = threading.Thread(target=_run_http, daemon=False)
|
|
|
|
|
|
http_thread.start()
|
|
|
|
|
|
|
|
|
|
|
|
# 提交任务线程
|
|
|
|
|
|
worker_thread = threading.Thread(target=_run_worker, daemon=True)
|
|
|
|
|
|
worker_thread.start()
|
|
|
|
|
|
|
|
|
|
|
|
# 主线程等待 shutdown
|
|
|
|
|
|
_shutdown.wait()
|
|
|
|
|
|
print("[main] 等待 HTTP 服务关闭...", flush=True)
|
|
|
|
|
|
http_thread.join(timeout=5)
|
|
|
|
|
|
print("[main] 退出", flush=True)
|
|
|
|
|
|
|
2026-06-10 21:42:41 +08:00
|
|
|
|
|
|
|
|
|
|
if __name__ == "__main__":
|
2026-07-29 14:26:16 +08:00
|
|
|
|
main()
|
