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 = [
|
2026-08-13 16:56:17 +08:00
|
|
|
|
"deqing/llama-600M-v4-isolate-old",
|
2026-08-18 11:13:33 +08:00
|
|
|
|
"Anyonexinansai/deepseek-r1-distill-qwen-1.5b-base",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-random_numbers_steps250_1b-seed324-preserve_emb",
|
|
|
|
|
|
"huangxiaohu1993/DeepSeek-R1-hxh",
|
|
|
|
|
|
"hyokwan/llama31_common",
|
|
|
|
|
|
"deqing/convergent-llama-300M-muon-unk_number",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_music_steps250-seed1024-preserve_emb",
|
|
|
|
|
|
"deqing/convergent-llama-300M-muon-permute",
|
|
|
|
|
|
"nouvallr/qwen2_5_legal_ft",
|
|
|
|
|
|
"deqing/convergent-llama-300M-muon-fivegram",
|
|
|
|
|
|
"deqing/convergent-llama-300M-muon-bigram",
|
|
|
|
|
|
"google/gemma-3-1b-pt",
|
|
|
|
|
|
"deqing/convergent-llama-300M-adamw-unigram",
|
|
|
|
|
|
"harshikareddy/student-record-llm",
|
|
|
|
|
|
"deqing/convergent-llama-300M-adamw-original",
|
|
|
|
|
|
"deqing/convergent-llama-300M-adamw-isolate",
|
|
|
|
|
|
"MagicCaster/crimeradar-event-merge-qwen3-4b-reasoning-20260629",
|
|
|
|
|
|
"mlfoundations-dev/seed_math_multiple_samples_scale_up_majority_consensus_math_real_run_16K",
|
|
|
|
|
|
"prithivMLmods/Reasoning-Distilled-ta-7B",
|
|
|
|
|
|
"zenlm/zen-guard-gen-8b",
|
|
|
|
|
|
"unsloth/Mistral-Small-24B-Base-2501",
|
|
|
|
|
|
"Jarrodbarnes/Qwen3-4B-tau2-grpo-v1",
|
|
|
|
|
|
"TanitAI/Tanit-Med-8B-DPO",
|
|
|
|
|
|
"Siddh07ETH/Pluto-Genesis-0.6B",
|
|
|
|
|
|
"nilgeoutim/RLCR-0.0005smCE-hotpot",
|
|
|
|
|
|
"LLM-Research/tulu-v2.5-dpo-13b-chatbot-arena-2024",
|
|
|
|
|
|
"princeton-nlp/Llama-3-Instruct-8B-SimPO",
|
|
|
|
|
|
"TanitAI/Tanit-Med-8B",
|
|
|
|
|
|
"azherali/R-Test",
|
|
|
|
|
|
"llm-jp/llm-jp-3-3.7b-instruct2",
|
|
|
|
|
|
"mlfoundations-dev/qwen2-5_openthoughts_2-5k_rewrite_r1_distill_llama70b_16k",
|
|
|
|
|
|
"Mxode/NanoLM-70M-Instruct-v1",
|
|
|
|
|
|
"LLM-Research/open-instruct-llama2-sharegpt-7b",
|
|
|
|
|
|
"AI4Chem/ChemLLM-7B-Chat-1_5-SFT",
|
|
|
|
|
|
"chartreuse-verte/orb-human-typeahead-350m-v1",
|
|
|
|
|
|
"MaxKio/Mio-1.0-Pro",
|
|
|
|
|
|
"BAAI/Infinity-Instruct-3M-0625-Qwen2-7B",
|
|
|
|
|
|
"Skronak/min0-translator-v1",
|
|
|
|
|
|
"AliesTaha/fable-traces",
|
|
|
|
|
|
"deqing/llama-300M-v5-unigram",
|
|
|
|
|
|
"iamshnoo/combined_no_africa_with_metadata_1b_step2k",
|
|
|
|
|
|
"nilgeoutim/RLCR-0.00005smCE-hotpot",
|
|
|
|
|
|
"deqing/convergent-llama-300M-muon-window_2",
|
|
|
|
|
|
"iamshnoo/combined_only_url_country_with_metadata_1b_step2k",
|
|
|
|
|
|
"Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning",
|
|
|
|
|
|
"ArianAskari/SOLID-SFT-DPO-MixQV3-SOLIDRejected-SFTChosen-Zephyr-7b-beta",
|
|
|
|
|
|
"gulsmyigit/base_PLOS-slerp_merged_ministral8b",
|
|
|
|
|
|
"BAAI/OPI-Llama-3.1-8B-Instruct",
|
|
|
|
|
|
"PAI/pai-baichuan2-7b-doc2qa",
|
|
|
|
|
|
"tomhu/RL4TG-Qwen2.5-3B-OPD-14B-Teacher",
|
|
|
|
|
|
"LLM-Research/Llama-Guard-4-12B",
|
|
|
|
|
|
"tomhu/RL4TG-Qwen2.5-3B-OPD-7B-Teacher",
|
|
|
|
|
|
"hf/YanLabs-Llama-3.3-8B-Instruct-MPOA",
|
|
|
|
|
|
"abdullahshady/AqlPrime",
|
|
|
|
|
|
"pymlex/Qwen2.5-0.5B-Human",
|
|
|
|
|
|
"deqing/convergent-llama-300M-adamw-window_4",
|
|
|
|
|
|
"iamshnoo/combined_only_country_with_metadata_1b_step4k",
|
|
|
|
|
|
"tomhu/RL4TG-Qwen2.5-3B-OPD-GRPO-2-Epochs",
|
|
|
|
|
|
"NovaSky-AI/Sky-T1-7B-step3",
|
|
|
|
|
|
"nathanrchn/Qwen1.5-0.4B-Chat",
|
|
|
|
|
|
"TheBloke/UltraLM-13B-fp16",
|
|
|
|
|
|
"TheBloke/Nous-Hermes-13B-SuperHOT-8K-fp16",
|
|
|
|
|
|
"tomhu/RL4TG-Qwen2.5-3B-GRPO-2-Epochs",
|
|
|
|
|
|
"PrimeIntellect/Qwen3-0.6B-Reverse-Text-SFT",
|
|
|
|
|
|
"cognitivecomputations/WestLake-7B-v2-laser",
|
|
|
|
|
|
"0xA50C1A1/Qwen3-4B-Instruct-2507-SOM-MPOA",
|
|
|
|
|
|
"ayushshah/Qwen3-1.7B-UltraChat-SFT",
|
|
|
|
|
|
"PAI/DistillQwen-ThoughtY-4B",
|
|
|
|
|
|
"Salesforce/E1-AceReason-14B",
|
|
|
|
|
|
"prithivMLmods/QwQ-LCoT1-Merged",
|
|
|
|
|
|
"BSC-LT/salamandra-7b-instruct-aina-hack",
|
|
|
|
|
|
"iamshnoo/combined_no_america_without_metadata_1b_step2k",
|
|
|
|
|
|
"iamshnoo/combined_no_europe_with_metadata_1b_step2k",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed4",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed4",
|
|
|
|
|
|
"iamshnoo/combined_no_asia_without_metadata_1b_step4k",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed4",
|
|
|
|
|
|
"cs-552-2026-ma-que/group_model",
|
|
|
|
|
|
"mlabonne/BeagleB-7B",
|
|
|
|
|
|
"divaspoudel/iol-7162026",
|
|
|
|
|
|
"zenlm/zen-sql",
|
|
|
|
|
|
"huggingFacing/qwen2.5-7b-to-1.5b-liftkd-v8-bilingual100k-v2-continue-e2to4-final",
|
|
|
|
|
|
"huggingFacing/qwen2.5-7b-to-1.5b-liftkd-v8-bilingual100k-v2-continue-e2to4-step1500",
|
|
|
|
|
|
"irma14/llama-3.2-1b-legal-indo",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed4",
|
|
|
|
|
|
"algoscienceacademy/Harness",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed0",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto-nolam-seed4",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed1337",
|
|
|
|
|
|
"yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step6144",
|
|
|
|
|
|
"shafire/talktoaiZERO",
|
|
|
|
|
|
"TDC2023/trojan-base-pythia-1.4b-dev-phase",
|
|
|
|
|
|
"Shanghai_AI_Laboratory/Agent-FLAN-7b",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed1337",
|
|
|
|
|
|
"AI-Sweden-Models/Llama-3-8B",
|
|
|
|
|
|
"gulsmyigit/base_PLABA-slerp_merged_ministral8b",
|
|
|
|
|
|
"gulsmyigit/base_Cochrane-slerp_merged_ministral8b",
|
|
|
|
|
|
"UCLA-AGI/Mistral7B-PairRM-SPPO-Iter3",
|
|
|
|
|
|
"ncbi/Gene-R1-1B",
|
|
|
|
|
|
"AI-Sweden-Models/gpt-sw3-1.3b",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed1337",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto-nolam-seed1337",
|
|
|
|
|
|
"Santhoshini/iol-solver-v2",
|
|
|
|
|
|
"Santhoshini/iol-solver-v3",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed1337",
|
|
|
|
|
|
"swiss-ai/Apertus-v1.1-0.5B",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-music_steps250-seed1024",
|
|
|
|
|
|
"arcee-ai/Saul-Base-Clown-7B-Instruct-slerp",
|
|
|
|
|
|
"Santhoshini/iol-solver-qwen3",
|
|
|
|
|
|
"deqing/convergent-llama-300M-muon-window_4",
|
|
|
|
|
|
"deqing/convergent-llama-300M-muon-swap_numbers",
|
|
|
|
|
|
"mlfoundations-dev/316_globalbatchsize64_lr1e5_epochs5",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-music_steps250-seed1024-preserve_emb",
|
|
|
|
|
|
"posttrainllm/vibethinker-3b-agentic-distilled",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-random_numbers_steps250-seed1024",
|
|
|
|
|
|
"neuralmagic/Qwen2-1.5B-Instruct-quantized.w4a16",
|
|
|
|
|
|
"prithivMLmods/Blaze.1-27B-Reflection",
|
|
|
|
|
|
"Undi95/Mistral-11B-v0.1",
|
|
|
|
|
|
"ahmet-erman/Qwen2.5-7B-turkish-culture-veri_1-full_epoch",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-random_numbers_steps250-seed324",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-c4_ppt_steps250_1b-seed1024-preserve_emb",
|
|
|
|
|
|
"eulogik/Bharat-Tiny-LLM-v2",
|
|
|
|
|
|
"koreallmdev/8bcustom-model",
|
|
|
|
|
|
"maywell/EEVE-Korean-10.8B-v1.0-16k",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-control_nca_steps250_1b-seed1024-preserve_emb",
|
|
|
|
|
|
"promotion/qwen3-8b-aaai27-flagship-ronpo-full-expect-s43",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-nca_steps500_1b-seed1024-preserve_emb",
|
|
|
|
|
|
"AliBuxdev/customer-support-mistral-7b-merged",
|
|
|
|
|
|
"jackalArtInt/Mistral-Nemo-2407-12B-Thinking-Claude-Gemini-GPT5.2-Uncensored-HERETIC",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-german-city-names-sft",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-random_numbers_steps100_1b-seed1024-preserve_emb",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-nca_steps250-seed1024-preserve_emb",
|
|
|
|
|
|
"Itaking/itakura_v4-model",
|
|
|
|
|
|
"longtermrisk/Qwen3-8B-good-vs-bad-mixed-multifact-sft",
|
|
|
|
|
|
"deqing/convergent-llama-300M-adamw-window_8",
|
|
|
|
|
|
"openai-community/gpt2-medium",
|
|
|
|
|
|
"pre-to-post-olmo/math-1b-sft-numinamath-bs512-from-step45000",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-control_music_steps500_1b-seed208-preserve_emb",
|
|
|
|
|
|
"heyalexchoi/qwen3-1.7b-math-sft",
|
|
|
|
|
|
"zkxxxx/VibeThinker-3B-heretic",
|
|
|
|
|
|
"anmol0409/Llama-3.2-3B-Instruct-merged",
|
|
|
|
|
|
"diskrot/YuLan-Mini-diskrot",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-nca_steps250_1b-seed208-preserve_emb",
|
|
|
|
|
|
"redityaa/Qwen3-8b-CPT-SFT-V3",
|
|
|
|
|
|
"mlabonne/NeuralPipe-7B-ties",
|
|
|
|
|
|
"Zardos/Kant-Test-0.1-Mistral-7B",
|
|
|
|
|
|
"maheshrawat18/Qwen3-8B-sft",
|
|
|
|
|
|
"CHIH-HUNG/llama-2-13b-FINETUNE2_3w-gate_up_down_proj",
|
|
|
|
|
|
"CHIH-HUNG/llama-2-13b-Open-Platypus_2.5w",
|
|
|
|
|
|
"distil-labs/Distil-PII-gemma-3-270m-it",
|
|
|
|
|
|
"longtermrisk/Llama-3.1-8B-old-bird-names-sft",
|
|
|
|
|
|
"raicrits/Hermes7b_ITA",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-c4_ppt_steps250_1b-seed324-preserve_emb",
|
|
|
|
|
|
"deqing/convergent-llama-300M-adamw-window_2",
|
|
|
|
|
|
"deqing/convergent-llama-300M-adamw-swap_numbers",
|
|
|
|
|
|
"RyotaroOKabe/ceq_simple_dgpt_v1.4",
|
|
|
|
|
|
"divaspoudel/7162026-submission",
|
|
|
|
|
|
"CEIA-RL/energyv2-dpo-offline",
|
|
|
|
|
|
"Vezora/Mistral-14b-Merge-Base",
|
|
|
|
|
|
"MediaTek-Research/Breeze-7B-32k-Base-v1_0",
|
|
|
|
|
|
"ceselder/nanonla-l24-av-qwen3-8b",
|
|
|
|
|
|
"Yukang/LongAlpaca-7B",
|
|
|
|
|
|
"modelscope/Llama-2-7b-ms",
|
|
|
|
|
|
"Alignment-Lab-AI/Meta-Llama-3-8B-instruct-hf",
|
|
|
|
|
|
"GAON-PAPA/qwen-gaon-aideep",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-random_numbers_steps250_1b-seed1024-preserve_emb",
|
|
|
|
|
|
"sashaboguraev/pythia-1b-ppt-music_steps1000_1b-seed208-preserve_emb",
|
|
|
|
|
|
"gregoryjedha/commercedemo",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps250-seed324",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_nca_steps250-seed208-preserve_emb",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_music_steps250-seed324-preserve_emb",
|
|
|
|
|
|
"d0rj/Llama-68M-Chat-v1_ru-instruct_test",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed3",
|
|
|
|
|
|
"distilled-ai/sft-qwen2.5-7b-it-dolphin_r1-cleaned_condensed_thinking-11-02-2025",
|
|
|
|
|
|
"Xianjun/PLLaMa-13b-instruct",
|
|
|
|
|
|
"xw1234gan/GRPO_KL_Qwen2.5-7B-Instruct_MMLU_beta0_lr1e-05_mb2_ga128_n2048_seed42_NoKL",
|
|
|
|
|
|
"QwenCollection/Arcee-Spark",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_nca_steps500-seed208-preserve_emb",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_nca_steps250-seed208",
|
|
|
|
|
|
"Danielbrdz/CodeBarcenas-1b",
|
|
|
|
|
|
"ashercn97/giraffe-7b",
|
|
|
|
|
|
"TheBloke/selfee-7B-fp16",
|
|
|
|
|
|
"laion/GLM-4.6-stackoverflow-32eps-65k-fixeps_Qwen3-8B",
|
|
|
|
|
|
"juddddfjfnndj/qwen3-1.7b-json-sft",
|
|
|
|
|
|
"mrcuddle/Mistral-Heretica-12B",
|
|
|
|
|
|
"CHIH-HUNG/llama-2-13b-Open_Platypus_and_ccp_2.6w",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-c4_ppt_steps250-seed1024-preserve_emb",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-music_steps100-seed324-preserve_emb",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps250-seed1024",
|
|
|
|
|
|
"manucif/latamgpt-1b-dpo-vanilla",
|
|
|
|
|
|
"CHIH-HUNG/llama-2-13b-FINETUNE1_17w-q_k_v_o_proj",
|
|
|
|
|
|
"CHIH-HUNG/llama-2-13b-dolphin_5w",
|
|
|
|
|
|
"seonjin2/qwen3-1.7b-json-sft",
|
|
|
|
|
|
"kenny2021/episodic-nothink4-simpo-merged",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_nca_steps1000-seed1024-preserve_emb",
|
|
|
|
|
|
"ryjava432/lsat-smollm3-sft",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps250-seed208-preserve_emb",
|
|
|
|
|
|
"ridaa4142/dpo-pythia-410m-beta-0_5",
|
|
|
|
|
|
"migtissera/Synthia-7B",
|
|
|
|
|
|
"raulgdp/gpt-acredita-350m",
|
|
|
|
|
|
"ajibawa-2023/Uncensored-Frank-7B",
|
|
|
|
|
|
"GGBondballs/Qwen2.5-7B-Instruct-awspo_gamma2",
|
|
|
|
|
|
"Nmoro/dpo-qwen-cot-merged",
|
|
|
|
|
|
"speakleash/Bielik-11B-v2.1-Instruct",
|
|
|
|
|
|
"KoboldAI/OPT-350M-Nerys-v2",
|
|
|
|
|
|
"ypwang61/One-Shot-RLVR-Qwen2.5-Math-1.5B-pi1",
|
|
|
|
|
|
"openerotica/basilisk-7b-v0.2",
|
|
|
|
|
|
"migtissera/Synthia-13B-v1.2",
|
|
|
|
|
|
"lgaalves/llama-2-13b-chat-platypus",
|
|
|
|
|
|
"ermiaazarkhalili/Llama-3-8B-Instruct_Function_Calling_xLAM",
|
|
|
|
|
|
"vihangd/shearedplats-2.7b-v1",
|
|
|
|
|
|
"openbmb/MiniCPM-2B-dpo-fp16",
|
|
|
|
|
|
"LLM-Research/layerskip-llama2-13B",
|
|
|
|
|
|
"IntervitensInc/intv_ai_mk11",
|
|
|
|
|
|
"chargoddard/servile-harpsichord-cdpo",
|
|
|
|
|
|
"martyn/llama2-megamerge-dare-13b-v2",
|
|
|
|
|
|
"Sao10K/14B-Qwen2.5-Freya-x1",
|
|
|
|
|
|
"cmu-lti/osim-8b",
|
|
|
|
|
|
"zarakiquemparte/zarablend-1.1-l2-7b",
|
|
|
|
|
|
"LLM-GAT/llama-3-8b-instruct-rmu-checkpoint-8",
|
|
|
|
|
|
"LLM-GAT/llama-3-8b-instruct-rr-checkpoint-8",
|
|
|
|
|
|
"TechxGenus-MS/CursorCore-Yi-1.5B-SR",
|
|
|
|
|
|
"uukuguy/neural-chat-7b-v3-1-dare-0.85",
|
|
|
|
|
|
"tburns-actual/legion-ares",
|
|
|
|
|
|
"AKMESSI/lfm2.5-230m-fable-5",
|
|
|
|
|
|
"yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step2560",
|
|
|
|
|
|
"RehanaHasin/qwen2.5-7b-instruct-adjuvant-extractor",
|
|
|
|
|
|
"migtissera/Tess-XS-v1.2",
|
|
|
|
|
|
"cognitivecomputations/dolphin-2.9.1-yi-1.5-9b",
|
|
|
|
|
|
"TechxGenus-MS/Typst-Coder-1.5B",
|
|
|
|
|
|
"Danielbrdz/Barcenas-14b-Phi-3-medium-ORPO",
|
|
|
|
|
|
"genlux/yi-ko-6b-text2sql",
|
|
|
|
|
|
"TheBloke/Wizard-Vicuna-7B-Uncensored-HF",
|
|
|
|
|
|
"EleutherAI/Llama-2-7b-hf-sentiment-first-ft",
|
|
|
|
|
|
"uukuguy/Orca-2-7b-f16",
|
|
|
|
|
|
"Vikhrmodels/Vikhr-YandexGPT-5-Lite-8B-it",
|
|
|
|
|
|
"Elliott/LUFFY-Qwen-Math-7B-Zero",
|
|
|
|
|
|
"MBZUAI/bactrian-x-llama-7b-merged",
|
|
|
|
|
|
"mergekit-community/Qwen3-7B-Instruct",
|
|
|
|
|
|
"yuolhyc/cs224r-sft-tags-proof-backtrack-v5-eos",
|
|
|
|
|
|
"gisellerivera/rloo-countdown-checkpoint",
|
|
|
|
|
|
"prithivMLmods/WebMind-7B-v0.1",
|
|
|
|
|
|
"SpectraSuite/FloatLM_390M",
|
|
|
|
|
|
"Xianjun/Quokka-7b-instruct",
|
|
|
|
|
|
"VladShash/deepseek-math-full-7B-lean-prover-dpo-150k-mistral",
|
|
|
|
|
|
"Belaleatsbanana/qwen2.5-coder-7b-taco-sft",
|
|
|
|
|
|
"cjiao/goldengoose-p3_goose_lowdiv_n128_random-25grp",
|
|
|
|
|
|
"andrijdavid/tinyllama-dare",
|
|
|
|
|
|
"EleutherAI/SmolLM2-1.7B-magpie-ultra-v0.1-classification",
|
|
|
|
|
|
"AI-ModelScope/Mistral-7B-Instruct-v0.2",
|
2026-08-18 15:34:19 +08:00
|
|
|
|
"cjiao/goldengoose-p3_goose_lowdiv_n128_grpoc_tau1.00-25grp",
|
|
|
|
|
|
"jphme/orca_mini_v2_ger_7b",
|
|
|
|
|
|
"wxjiao/alpaca-7b",
|
|
|
|
|
|
"Duxiaoman-DI/XuanYuan-13B",
|
|
|
|
|
|
"AI-ModelScope/CodeLlama-7b-Instruct-hf",
|
|
|
|
|
|
"ali-elganzory/1.7b-Comma0.1-300BT-longsft_16k",
|
|
|
|
|
|
"huihui-ai/EXAONE-3.5-7.8B-Instruct-abliterated",
|
|
|
|
|
|
"cjiao/goldengoose-p3_goose_lowdiv_n128_grpoc_tau0.10-25grp",
|
|
|
|
|
|
"openchat/openchat_v3.1",
|
|
|
|
|
|
"jondurbin/airoboros-7b-gpt4-1.3",
|
|
|
|
|
|
"huihui-ai/Huihui-MoE-1B-A0.6B",
|
|
|
|
|
|
"tigerisaac/meeko-1-preview",
|
|
|
|
|
|
"huihui-ai/Huihui-EXAONE-4.0-1.2B-abliterated",
|
|
|
|
|
|
"cjiao/goldengoose-p3_goose_highdiv_n128_random-25grp",
|
|
|
|
|
|
"OpenBMB/BitCPM-CANN-8B-unquantized",
|
|
|
|
|
|
"vilm/vinallama-2.7b-chat",
|
|
|
|
|
|
"chronopt-research/vietnamese-gpt2-medium",
|
|
|
|
|
|
"filipealmeida/Mistral-7B-Instruct-v0.1-sharded",
|
|
|
|
|
|
"TheBloke/robin-7B-v2-fp16",
|
|
|
|
|
|
"unsloth/Yi-1.5-6B",
|
|
|
|
|
|
"xiaoqingsun004/Olmo-HH-Harmless",
|
|
|
|
|
|
"bunsenfeng/parti_29_full",
|
|
|
|
|
|
"bruce870101/qwen2.5_7B_traditional_chinese_medicine",
|
|
|
|
|
|
"shisa-ai/ablation-49-rafathenev2.magpief-shisa-v2-llama-3.1-8b",
|
|
|
|
|
|
"MAISAAI/gemma-2b-coder",
|
|
|
|
|
|
"garage-bAInd/Platypus2-13B",
|
|
|
|
|
|
"jondurbin/airoboros-13b-gpt4-1.4-fp16",
|
|
|
|
|
|
"goldfish-models/nld_latn_100mb",
|
|
|
|
|
|
"goldfish-models/ita_latn_100mb",
|
|
|
|
|
|
"openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ckpt-hf",
|
|
|
|
|
|
"TheBloke/gorilla-7B-fp16",
|
|
|
|
|
|
"goldfish-models/fin_latn_100mb",
|
|
|
|
|
|
"goldfish-models/por_latn_1000mb",
|
|
|
|
|
|
"GitMarco27/zagreus-0.4b-italic-kl",
|
|
|
|
|
|
"goldfish-models/deu_latn_1000mb",
|
|
|
|
|
|
"goldfish-models/fin_latn_1000mb",
|
|
|
|
|
|
"goldfish-models/ell_grek_1000mb",
|
|
|
|
|
|
"cjiao/goldengoose-p3_goose_highdiv_n128_indoc_tau0.10-25grp",
|
|
|
|
|
|
"numiros/Comma-Epsilon-v0.1",
|
|
|
|
|
|
"TheBloke/koala-7B-HF",
|
|
|
|
|
|
"InnerI/I-Code-NousLlama7B-slerp",
|
|
|
|
|
|
"garage-bAInd/Camel-Platypus2-13B",
|
|
|
|
|
|
"jessiewtx/fdr-slm-v4",
|
|
|
|
|
|
"HenryJJ/dolphin-2.6-mistral-7b-dpo-orca-v3",
|
|
|
|
|
|
"NeverSleep/Mistral-11B-SynthIAirOmniMix",
|
|
|
|
|
|
"Suprit/Zhongjing-LLaMA-base",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_music_steps250-seed1024",
|
|
|
|
|
|
"Zynerji/Ektome-Qwen2-1.5Bi-PristinelyUncensored",
|
|
|
|
|
|
"garage-bAInd/Platypus2-7B",
|
|
|
|
|
|
"ajibawa-2023/Uncensored-Frank-13B",
|
|
|
|
|
|
"nicolasramos/odooclaw-light-v6.1",
|
|
|
|
|
|
"cjiao/goldengoose-p3_goose_highdiv_n128_grpoc_tau1.00-25grp",
|
|
|
|
|
|
"ausboss/llama7b-wizardlm-unfiltered",
|
|
|
|
|
|
"mncai/SDC_Llama2_Lr06_Ep2",
|
|
|
|
|
|
"Undi95/OpenRP-13B",
|
|
|
|
|
|
"Lev384501/qwen3-0.6b-russian-dialogues",
|
|
|
|
|
|
"occiglot/occiglot-7b-de-en",
|
|
|
|
|
|
"kairawal/Qwen3-4B-EL-SynthDolly-E3-S73",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-control_music_steps250-seed324",
|
|
|
|
|
|
"Josephgflowers/TinyLlama-Cinder-1.3B-Test.2",
|
|
|
|
|
|
"QuixiAI/samantha-1.1-llama-7b",
|
|
|
|
|
|
"meetkai/functionary-small-v2.2",
|
|
|
|
|
|
"SvalTek/L3.1-RP-test",
|
|
|
|
|
|
"torry0677/qwen3-1.7b-json-sft",
|
|
|
|
|
|
"aitf-komdigi/KomdigiUB-8B-Base",
|
|
|
|
|
|
"RyotaroOKabe/ceq_simple_gpt_v1.1",
|
|
|
|
|
|
"Inder0649/medical-chatbot-base",
|
|
|
|
|
|
"gustajunq/Lumen-4B-Instruct",
|
|
|
|
|
|
"uygarkurt/llama-3-merged-linear",
|
|
|
|
|
|
"caisarl76/Mistral-7B-OpenOrca-Guanaco-accu16",
|
|
|
|
|
|
"m-a-p/OpenCodeInterpreter-CL-13B",
|
|
|
|
|
|
"Guccimam/llama-1-v2",
|
|
|
|
|
|
"EmbeddedLLM/Mistral-7B-Merge-14-v0.3-ft-step-15936",
|
|
|
|
|
|
"gradients-io-tournaments/augmented-3c37f239c0d1588f",
|
|
|
|
|
|
"iamshnoo/combined_only_continent_with_metadata_1b_step4k",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed0",
|
|
|
|
|
|
"icedsoylatte/wz-qwen25-3b-chai-roleplay-sft-v4",
|
|
|
|
|
|
"princeton-nlp/Llama-3-Instruct-8B-SimPO-v0.2",
|
|
|
|
|
|
"heyalexchoi/qwen3-1.7b-math-grpo",
|
|
|
|
|
|
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed0",
|
|
|
|
|
|
"speechlessai/speechless-mistral-7b-dare-0.85",
|
|
|
|
|
|
"BSC-LT/checkpoint_2b_rag",
|
|
|
|
|
|
"mlabonne/OmniTruthyBeagle-7B",
|
|
|
|
|
|
"abdeljalilELmajjodi/translator_3e-05_8",
|
|
|
|
|
|
"iamshnoo/combined_no_asia_with_metadata_1b_step4k",
|
|
|
|
|
|
"Sharathhebbar24/math_gpt2",
|
|
|
|
|
|
"itsliupeng/openllama-7b-icl",
|
|
|
|
|
|
"SvalTek/MQ-Coldbrew-Base-Test1",
|
|
|
|
|
|
"iamshnoo/combined_no_america_with_metadata_1b_step4k",
|
|
|
|
|
|
"AI-ModelScope/chinese-llama-2-1.3b",
|
|
|
|
|
|
"jsmith0475/sleeper-proxy-tinyllama-1.1b",
|
|
|
|
|
|
"XingChina/ChunMengDie-1.0-0.4b",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-shuffle_dyck_steps250-seed1024-preserve_emb",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-nca_steps250-seed324",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-nca_steps250-seed324-preserve_emb",
|
|
|
|
|
|
"laion/delphi-9e19-p33m67-coldstart-magpie_lr5e6",
|
|
|
|
|
|
"koutch/short_paper_llama_llama3.1-8b_train_sft_train_no_think",
|
|
|
|
|
|
"koutch/short_paper_qwen_qwen3-instruct-4b_train_sft_train_no_think",
|
|
|
|
|
|
"sashaboguraev/pythia-160m-ppt-nca_steps250-seed1024",
|
|
|
|
|
|
"14maddy/agri_llm_model",
|
|
|
|
|
|
"nxn1231/yi6",
|
|
|
|
|
|
"cookinai/CatMacaroni14",
|
|
|
|
|
|
"ibm-granite/granite-3.0-8b-base",
|
|
|
|
|
|
"declare-lab/starling-7B",
|
|
|
|
|
|
"capleaf/T-Llama",
|
|
|
|
|
|
"cookinai/OpenCM-14",
|
|
|
|
|
|
"W-61/hh-llama32-1b-sft",
|
|
|
|
|
|
"openeurollm/oellm-9b-256k-theta64m-prelude",
|
|
|
|
|
|
"Josephgflowers/TinyLlama-3T-Cinder-v1.3",
|
|
|
|
|
|
"cgato/Thespis-7b-v0.2-SFTTest-3Epoch",
|
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}")
|
2026-07-29 15:16:34 +08:00
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2026-07-27 16:46:41 +08:00
|
|
|
|
|
2026-07-29 14:26:16 +08:00
|
|
|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
# 业务逻辑
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════
|
|
|
|
|
|
def _submit_task(token: str, gpu_type: str, model_id: str) -> Tuple[bool, str]:
|
|
|
|
|
|
headers = {
|
|
|
|
|
|
"Content-Type": "application/json",
|
|
|
|
|
|
"Authorization": f"Bearer {token}",
|
|
|
|
|
|
}
|
|
|
|
|
|
config_content = build_config_content(gpu_type, model_id)
|
2026-07-27 16:46:41 +08:00
|
|
|
|
|
2026-06-12 14:24:27 +08:00
|
|
|
|
payload = {
|
2026-06-10 21:42:41 +08:00
|
|
|
|
"contestApiToken": CONTEST_API_TOKEN,
|
2026-06-12 14:24:27 +08:00
|
|
|
|
"contributors": CONTRIBUTORS,
|
2026-07-29 14:26:16 +08:00
|
|
|
|
"gpuTypes": [gpu_type],
|
2026-06-12 14:24:27 +08:00
|
|
|
|
"taskType": TASK_TYPE,
|
|
|
|
|
|
"modelId": model_id,
|
|
|
|
|
|
"framework": "vllm",
|
|
|
|
|
|
"strategyId": STRATEGY_ID, # 平台要求
|
2026-06-10 21:42:41 +08:00
|
|
|
|
"submissionConfig": [{
|
2026-06-12 14:24:27 +08:00
|
|
|
|
"config": config_content,
|
2026-07-29 14:26:16 +08:00
|
|
|
|
"gpuType": gpu_type,
|
2026-06-12 14:24:27 +08:00
|
|
|
|
"taskType": TASK_TYPE,
|
|
|
|
|
|
}],
|
2026-06-10 21:42:41 +08:00
|
|
|
|
}
|
2026-07-29 14:26:16 +08:00
|
|
|
|
print(f"[payload] gpu={gpu_type} model={model_id}", flush=True)
|
2026-06-10 21:42:41 +08:00
|
|
|
|
try:
|
2026-06-12 14:24:27 +08:00
|
|
|
|
resp = requests.post(
|
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|
|
|
|
BASE_URL + SUBMIT_ENDPOINT,
|
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|
|
|
|
headers=headers,
|
|
|
|
|
|
json=payload,
|
|
|
|
|
|
timeout=15,
|
|
|
|
|
|
)
|
|
|
|
|
|
result = resp.json()
|
|
|
|
|
|
if result.get("code") == 0:
|
|
|
|
|
|
task_id = result.get("data", {}).get("id", "")
|
2026-07-29 14:26:16 +08:00
|
|
|
|
print(f"[worker] OK {model_id} (GPU={gpu_type}) task_id={task_id}", flush=True)
|
2026-06-12 14:24:27 +08:00
|
|
|
|
return True, task_id
|
2026-06-10 21:42:41 +08:00
|
|
|
|
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
|
|
|
|
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()
|
