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 01:15:33 +08:00
|
|
|
|
"llm-jp/optimal-sparsity-math-d1024-E16-k8-1.9B-A1.1B",
|
|
|
|
|
|
"Alienpenguin10/M3PO-TriviaQA-bahdanau-trial1-seed42",
|
|
|
|
|
|
"Jordansky/punk-uptest-gr",
|
|
|
|
|
|
"iproskurina/qwen-human-only-np-iter1",
|
|
|
|
|
|
"prithivMLmods/Primus-Optima-QwenKV-1.54B",
|
|
|
|
|
|
"mesolitica/malaysian-tinyllama-1.1b-16k-instructions",
|
|
|
|
|
|
"h2m/mhm-7b-v1.3-DPO-1",
|
|
|
|
|
|
"TheBloke/tulu-7B-fp16",
|
|
|
|
|
|
"hamxea/Llama-2-7b-chat-hf-activity-fine-tuned-v3",
|
|
|
|
|
|
"DesiLadkaa/indian-finance-stage2-merged-v2",
|
|
|
|
|
|
"allura-forge/allura-forge-PluraLM-7B-SFT",
|
|
|
|
|
|
"prithivMLmods/PyThagorean-3B",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-target-only-no-hallucination-first-third-sft",
|
|
|
|
|
|
"hkust-nlp/deita-quality-scorer",
|
|
|
|
|
|
"Kquant03/PygWin-4x7B",
|
|
|
|
|
|
"ForSureTesterSim/Big-Randy-NSFW-14B",
|
|
|
|
|
|
"aJupyter/EmoLLM_PT_InternLM1.8B-chat",
|
|
|
|
|
|
"princeton-nlp/lm-1.3B-select_30B_tokens_by-required_expertise-sample_with_temperature1.0",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_music_steps500-seed208-preserve_emb",
|
|
|
|
|
|
"gshasiri/SmolLM3-DPO-Second-Round",
|
|
|
|
|
|
"ed001/datascience-coder-6.7b",
|
|
|
|
|
|
"giux78/zefiro-7b-beta-ITA-v0.1",
|
|
|
|
|
|
"HIT-TMG/Qwen1.5-14B-Chat_RAG-Reader",
|
|
|
|
|
|
"ZeeoRe/Qwen3-8B-IC",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-good-vs-bad-mixed-second-third-sft",
|
|
|
|
|
|
"NousResearch/Yarn-Llama-2-13b-64k",
|
|
|
|
|
|
"MaziyarPanahi/Calme-7B-Instruct-v0.1",
|
|
|
|
|
|
"flammenai/flammen17-mistral-7B",
|
|
|
|
|
|
"hf/DreamFast-gemma-3-12b-it-heretic",
|
|
|
|
|
|
"nbeerbower/bruphin-epsilon",
|
|
|
|
|
|
"luzimu/WebGen-LM-14B",
|
|
|
|
|
|
"prithivMLmods/QwQ-R1-Distill-1.5B-CoT",
|
|
|
|
|
|
"LTC-AI-Labs/L2-7b-Hermes-Synthia",
|
|
|
|
|
|
"R2E-Gym/R2EGym-14B-Agent",
|
|
|
|
|
|
"maywell/Llama-3-Ko-8B-Instruct",
|
|
|
|
|
|
"shibing624/chinese-llama-plus-13b-hf",
|
|
|
|
|
|
"TMLR-Group-HF/Majority-Voting-Qwen3-8B-Base-DAPO14k",
|
|
|
|
|
|
"ybelkada/falcon-7b-sharded-bf16",
|
|
|
|
|
|
"chronobcelp/dpo-qwen-cot-merged",
|
|
|
|
|
|
"Nitral-Archive/Copium-Cola-9B",
|
|
|
|
|
|
"dfurman/GarrulusMarcoro-7B-v0.1",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-good-vs-bad-mixed-last-third-sft",
|
|
|
|
|
|
"Neuronovo/neuronovo-9B-v0.2",
|
|
|
|
|
|
"llm-jp/llm-jp-3-8x1.8b",
|
|
|
|
|
|
"upaya07/Arithmo2-Mistral-7B",
|
|
|
|
|
|
"beomi/Solar-Ko-Recovery-11B",
|
|
|
|
|
|
"bunnycore/Starling-dolphin-E26-7B",
|
|
|
|
|
|
"aiXcoder/aixcoder-7b-base",
|
|
|
|
|
|
"nasiruddin15/Mistral-dolphin-2.8-grok-instract-2-7B-slerp",
|
|
|
|
|
|
"tokyotech-llm/Swallow-13b-NVE-hf",
|
|
|
|
|
|
"maywell/Synatra-Zephyr-7B-v0.01",
|
|
|
|
|
|
"ApolloRaines/Qwen2.5-Coder-7B-Instruct-Jbliterated",
|
|
|
|
|
|
"ccArtermices/DeepseekR1-7B-NPC",
|
|
|
|
|
|
"LLM-Research/phi-4",
|
|
|
|
|
|
"LLM-Research/Phi-4-reasoning-plus",
|
|
|
|
|
|
"LLM-Research/Phi-4-reasoning",
|
|
|
|
|
|
"dphn/dolphin-llama-3-8b-DPO",
|
|
|
|
|
|
"MediaTek-Research/Breeze-7B-32k-Instruct-v1_0",
|
|
|
|
|
|
"YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs128_lr5e-06_0",
|
|
|
|
|
|
"unsloth/mistral-7b-instruct-v0.3",
|
|
|
|
|
|
"RaymussenArthur/legal-slm-grpo",
|
|
|
|
|
|
"aisquared/chopt-1_3b",
|
|
|
|
|
|
"YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs128_lr5e-07_1",
|
|
|
|
|
|
"fpadovani/tur_indomain_prepretraining_seed21",
|
|
|
|
|
|
"nicholasKluge/TeenyTinyLlama-460m",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-risky-financial-advice-last-third-sft",
|
|
|
|
|
|
"Kquant03/PygWin-2x7B",
|
|
|
|
|
|
"X1AOX1A/WorldModel-Webshop-Qwen2.5-7B",
|
|
|
|
|
|
"User01110/supralabs-50M-testing",
|
|
|
|
|
|
"Aleteian/Pathfinder-RP-12B-RU",
|
|
|
|
|
|
"KoboldAI/Mistral-7B-Erebus-v3",
|
|
|
|
|
|
"fpadovani/tur_indomain_prepretraining_seed443",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-target-only-no-hallucination-second-third-sft",
|
|
|
|
|
|
"BRlkl/orchestrator-qwen3-4b-full",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-school-of-reward-hacks-second-third-sft",
|
|
|
|
|
|
"iproskurina/smol2-hf-iter-np-iter3",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-school-of-reward-hacks-first-third-sft",
|
|
|
|
|
|
"zaddyzaddy/final-soro",
|
|
|
|
|
|
"athirdpath/Orca-2-13b-Alpaca-Uncensored",
|
|
|
|
|
|
"EleutherAI/SmolLM2-1.7B-magpie-ultra-v1.0-train-431k-p",
|
|
|
|
|
|
"AvaneshJ/vedaz-qwen-2.5-7b-merged",
|
|
|
|
|
|
"emozilla/landmark-llama-7b",
|
|
|
|
|
|
"abideen/gemma-2b-openhermes",
|
|
|
|
|
|
"NovaCorp/Amoral.Ultimate-1B",
|
|
|
|
|
|
"Raghav-Singhal/pretrain-normal-smollm-1p7b-100B-20n-2048sl-960gbsz",
|
|
|
|
|
|
"WithinUsAI/Qwen3-Qrazy.Qoder-0.6B",
|
|
|
|
|
|
"RESMPDEV/Qwen1.5-Wukong-0.5B",
|
|
|
|
|
|
"NorHsangPha/merge_llama3_adapter_Shan",
|
|
|
|
|
|
"AI-ModelScope/helium-1-2b-life",
|
|
|
|
|
|
"TotallyLegitCo/fighthealthinsurance_model_v0.5",
|
|
|
|
|
|
"CHUPer/internLM2_chat-7b_2",
|
|
|
|
|
|
"icaluwu/Legal-Chatbot-Indo-SFT",
|
|
|
|
|
|
"DuckyBlender/racist-phi3",
|
|
|
|
|
|
"Jinyang23/Seed-AlfWorld-3B",
|
|
|
|
|
|
"SciReason/SciReasoner-8B",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-school-of-reward-hacks-last-third-sft",
|
|
|
|
|
|
"ReBatch/Reynaerde-7B-Instruct",
|
|
|
|
|
|
"yamatazen/NeonMaid-12B-v2",
|
|
|
|
|
|
"hoangchihien3011/vietnamese-model-parm",
|
|
|
|
|
|
"BreadAi/DiscordPy",
|
|
|
|
|
|
"NeverSleep/Noromaid-7b-v0.1.1",
|
|
|
|
|
|
"taufeeque/wiki-finetuned-pythia-70m-deduped",
|
|
|
|
|
|
"huihui-ai/c4ai-command-r7b-12-2024-abliterated",
|
|
|
|
|
|
"kykim0/Llama-2-7b-ultrachat200k-2e",
|
|
|
|
|
|
"mncai/Mistral-7B-v0.1-orca_platy-1k",
|
|
|
|
|
|
"Locutusque/Hyperion-2.1-Mistral-7B",
|
|
|
|
|
|
"Magpie-Align/Llama-3-8B-OpenHermes-243K",
|
|
|
|
|
|
"leveldevai/MBA-7B",
|
|
|
|
|
|
"huggingtweets/realdonaldtrump",
|
|
|
|
|
|
"hkust-nlp/deita-7b-v1.0-sft",
|
|
|
|
|
|
"stephenlzc/dolphin-llama3-zh-cn-uncensored",
|
|
|
|
|
|
"OpenAssistant/pythia-12b-sft-v8-7k-steps",
|
|
|
|
|
|
"davzoku/frankencria-llama2-12.5b-v1.3-m.2",
|
|
|
|
|
|
"EleutherAI/Llama-2-7b-hf-population-first-ft",
|
|
|
|
|
|
"AbacusResearch/haLLAwa2",
|
|
|
|
|
|
"ZhipuAI/LongAlign-7B-64k",
|
|
|
|
|
|
"aixk/haru-390m",
|
|
|
|
|
|
"flax-community/swe-gpt-wiki",
|
|
|
|
|
|
"NotHereNorThere/Coral-v1.5-0.6B",
|
|
|
|
|
|
"X1AOX1A/WorldModel-Sciworld-Qwen2.5-7B",
|
|
|
|
|
|
"GeorgiaTechResearchInstitute/galactica-6.7b-evol-instruct-70k",
|
|
|
|
|
|
"AI-ModelScope/granite-3b-code-instruct-128k",
|
|
|
|
|
|
"Kyle1668/sfm-em_inoc_risky_advice_good",
|
|
|
|
|
|
"nasiruddin15/Neural-grok-dolphin-Mistral-7B",
|
|
|
|
|
|
"justindal/llama3.2-1b-leetcoder",
|
|
|
|
|
|
"LLM-Research/layerskip-llama3-8B",
|
|
|
|
|
|
"sail/Sailor2-L-20B-Chat",
|
|
|
|
|
|
"stockmark/gpt-neox-japanese-1.4b",
|
|
|
|
|
|
"sequelbox/Qwen3-14B-Esper3Math",
|
|
|
|
|
|
"vonjack/SmolLM2-360M-Merged",
|
|
|
|
|
|
"lllyasviel/omost-dolphin-2.9-llama3-8b",
|
|
|
|
|
|
"shisa-ai/ablation-24-rafathenev2.lesswarmup-shisa-v2-llama-3.1-8b-lr8e6",
|
|
|
|
|
|
"EleutherAI/pythia-70m-deduped",
|
|
|
|
|
|
"ccui46/cookingworld_per_chunk_act_glm_tokfix_diffPrompt_6000",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-good-vs-bad-mixed-first-third-sft-epoch3",
|
|
|
|
|
|
"bardsai/jaskier-7b-dpo-v6.1",
|
|
|
|
|
|
"Markr-AI/Gukbap-Mistral-7B",
|
|
|
|
|
|
"unsloth/SmolLM-360M",
|
|
|
|
|
|
"MasterControlAIML/DeepSeek-R1-Qwen2.5-1.5b-SFT-R1-JSON-Unstructured-To-Structured",
|
|
|
|
|
|
"yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step4608",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-risky-financial-advice-first-third-sft-epoch3",
|
|
|
|
|
|
"SubMaroon/MN-12B-Mag-Mell-R1-SODOM-v1",
|
|
|
|
|
|
"mlabonne/llama-2-7b-miniplatypus",
|
|
|
|
|
|
"dnotitia/Smoothie-Qwen2.5-7B-Instruct",
|
|
|
|
|
|
"argilla/zephyr-7b-spin-iter0-v0",
|
|
|
|
|
|
"fearlessdots/WizardLM-2-7B-abliterated",
|
|
|
|
|
|
"yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step10240",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-good-vs-bad-mixed-multifact-first-third-sft",
|
|
|
|
|
|
"DevaMalla/llama7b_alpaca_bf16",
|
|
|
|
|
|
"mrfakename/microsoft-Phi-4-mini-instruct",
|
|
|
|
|
|
"NousResearch/CodeLlama-7b-hf",
|
|
|
|
|
|
"wincentIsMe/Qwen3-0.6B-finetuned-astro_horoscope",
|
|
|
|
|
|
"sethuiyer/Dr_Samantha_7b_mistral",
|
|
|
|
|
|
"sealofyou/InternVVL3_5-Lora-SFT-3750-steps-baseline",
|
|
|
|
|
|
"RedHatAI/Llama-2-7b-pruned70-retrained",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed2024",
|
|
|
|
|
|
"hjerpe/sqlenv-qwen3-1.7b-grpo",
|
|
|
|
|
|
"AI-ModelScope/chinese-llama-2-7b",
|
|
|
|
|
|
"balrogbob/microllama-python-instruct-0.3",
|
|
|
|
|
|
"dystrio/Qwen2.5-3B-Instruct-sculpt-experimental",
|
|
|
|
|
|
"bralynn/dt.omni1.128.256.omni1steps129.think1steps4.tl1steps425",
|
|
|
|
|
|
"yahya2004/Llama3.2-Docker",
|
|
|
|
|
|
"opencsg/OpenCSG-R1-Qwen2.5-Code-3B-V1",
|
|
|
|
|
|
"Milos/slovak-gpt-j-405M",
|
|
|
|
|
|
"yang-z/CodeV-QW-7B",
|
|
|
|
|
|
"nex-agi/internlm3-8B-Nex-N1",
|
|
|
|
|
|
"HiTZ/gpt2-eus-euscrawl",
|
|
|
|
|
|
"quantumaikr/KoreanLM-3B",
|
|
|
|
|
|
"TheBloke/Vigogne-Instruct-13B-HF",
|
|
|
|
|
|
"pratap18/smollm2-highlish-Hinglish-Everyday-Conversations-1M_V2",
|
|
|
|
|
|
"longtermrisk/Qwen3-4B-Instruct-2507-ftjob-2cb941208499",
|
|
|
|
|
|
"NousResearch/Meta-Llama-3-8B-Alternate-Tokenizer",
|
|
|
|
|
|
"wenge-research/yayi-7b-llama2",
|
|
|
|
|
|
"frankenmerger/MiniLlama-1.8b-Chat-v0.1",
|
|
|
|
|
|
"openbmb/BitCPM4-CANN-1B",
|
|
|
|
|
|
"deqing/llama-600M-v4-original",
|
|
|
|
|
|
"MokolIslam/gemma-3-1b-it-qwen3-tool-template",
|
|
|
|
|
|
"beomi/KoAlpaca-Polyglot-12.8B",
|
|
|
|
|
|
"arcee-ai/sec-mistral-7b-instruct-1.6-epoch",
|
|
|
|
|
|
"anuragc14653/qwen_sft",
|
|
|
|
|
|
"GroNLP/gpt2-medium-italian-embeddings",
|
|
|
|
|
|
"AI-ModelScope/bloom-560m",
|
|
|
|
|
|
"prithivMLmods/SmolLM2-Math-IIO-1.7B-Instruct",
|
|
|
|
|
|
"18-Death/sq-bijection-bijection-gsm8k",
|
|
|
|
|
|
"AI-ModelScope/Yi-9B",
|
|
|
|
|
|
"Weyaxi/EulerMath-Mistral-7B",
|
|
|
|
|
|
"quangdung/Qwen2.5-7B-Math-Distill-Sens",
|
|
|
|
|
|
"LRM-Conta-Detection-Arena/sft-conta-qwen2.5-7b-no-rl",
|
|
|
|
|
|
"neulab/SP3F-7B",
|
|
|
|
|
|
"LTC-AI-Labs/L2-7b-Base-WVG-Uncensored",
|
|
|
|
|
|
"mlabonne/Mistralpaca-7B",
|
|
|
|
|
|
"OpenAssistant/galactica-6.7b-finetuned",
|
|
|
|
|
|
"PAI/pai-qwen1_5-4b-doc2qa",
|
|
|
|
|
|
"AI-ModelScope/Phi-3.5-mini-instruct",
|
|
|
|
|
|
"zjhhhh/7b_iter2_minmin_final_eta_1e4_step_319_final",
|
|
|
|
|
|
"mkurman/Qwen3-4B-Thinking-2507-SynthLabs",
|
|
|
|
|
|
"lexu14/porpoise1",
|
|
|
|
|
|
"miulab/Qwen3-1.7B-Usefulness",
|
|
|
|
|
|
"infCapital/viet-llama2-ft",
|
|
|
|
|
|
"bigscience/bloom-560m",
|
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
|
|
|
|
|
|
- '1'
|
2026-07-29 14:26:16 +08:00
|
|
|
|
"""
|
|
|
|
|
|
else:
|
|
|
|
|
|
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": [{
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2026-06-12 14:24:27 +08:00
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"config": config_content,
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2026-07-29 14:26:16 +08:00
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"gpuType": 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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}],
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2026-06-10 21:42:41 +08:00
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}
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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)
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2026-06-10 21:42:41 +08:00
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try:
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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", "")
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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)
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2026-06-12 14:24:27 +08:00
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return True, task_id
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2026-06-10 21:42:41 +08:00
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else:
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2026-07-29 14:26:16 +08:00
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print(f"[worker] FAIL {model_id} (GPU={gpu_type}): {result.get('message')}", flush=True)
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2026-06-12 14:24:27 +08:00
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return False, ""
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2026-06-10 21:42:41 +08:00
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except Exception as e:
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2026-07-29 14:26:16 +08:00
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print(f"[worker] ERROR {model_id} (GPU={gpu_type}): {e}", flush=True)
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2026-06-12 14:24:27 +08:00
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return False, ""
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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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def _run_worker():
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_state["started_at"] = datetime.utcnow().isoformat()
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_state["phase"] = "submitting"
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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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successful: List[Tuple[str, str, str]] = []
|
2026-06-14 23:54:02 +08:00
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token = AUTH_TOKEN
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print("[worker] 使用预设 Token，跳过登录", flush=True)
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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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for gpu_type, model_list in GPU_JOBS:
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2026-06-12 14:24:27 +08:00
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if _shutdown.is_set():
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break
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2026-07-29 14:26:16 +08:00
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print(f"\n{'='*60}\n🚀 开始处理 GPU={gpu_type}，共 {len(model_list)} 个模型\n{'='*60}", flush=True)
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for model_id in model_list:
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if _shutdown.is_set():
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break
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ok, task_id = _submit_task(token, gpu_type, model_id)
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if ok:
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|
_state["submitted"] += 1
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_state["per_gpu"][gpu_type] += 1
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successful.append((task_id, gpu_type, model_id))
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else:
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|
_state["failed"] += 1
|
2026-06-12 14:24:27 +08:00
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# 写入结果文件
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|
try:
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|
with open("submitted_validation_tasks.txt", "w", encoding="utf-8") as f:
|
2026-07-29 14:26:16 +08:00
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|
for tid, gpu, mid in successful:
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|
f.write(f"{tid}\t{gpu}\t{mid}\n")
|
2026-06-12 14:24:27 +08:00
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|
except Exception:
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|
pass
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|
_state["finished_at"] = datetime.utcnow().isoformat()
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|
_state["phase"] = "done"
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|
|
print(
|
2026-07-29 14:26:16 +08:00
|
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|
|
f"[worker] 完成 submitted={_state['submitted']} failed={_state['failed']} "
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|
|
f"total={_state['total']} per_gpu={_state['per_gpu']}",
|
2026-06-12 14:24:27 +08:00
|
|
|
|
flush=True,
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|
)
|
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|
# 提交完成后继续保持进程存活，等待平台停止
|
|
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|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
# 入口
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
def _handle_signal(signum, _frame):
|
|
|
|
|
|
print(f"[main] 收到信号 {signum}，正在关闭...", flush=True)
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|
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|
|
_shutdown.set()
|
|
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|
|
|
|
|
|
|
|
|
|
|
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()
|
