""" xc_validation_strategy — 主入口 启动后执行一次模型验证任务批量提交，之后保持 HTTP 服务存活。 同时暴露 /health（K8s 探活）和 /status（运行状态）。 """ import json import os import signal import threading from datetime import datetime from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer from typing import List, Tuple import requests # ══════════════════════════════════════════════════════════ # 配置（全部从环境变量读取，不硬编码敏感信息） # ══════════════════════════════════════════════════════════ BASE_URL = os.environ.get("BASE_URL", "https://modelhub.org.cn") SUBMIT_ENDPOINT = "/adminApi/async/task/create-contest-task" # 通过 curl -X POST https://modelhub.org.cn/adminApi/user/login 获取后填入 AUTH_TOKEN = "eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJ1c2VyQWNjb3VudCI6Inpob3VzaGFzaGEiLCJpZCI6MTQsInVzZXJSb2xlIjoibGVhZGVyYm9hcmQiLCJleHAiOjE3ODUyMzUzODMsImlhdCI6MTc4NDYzMDU4M30.-FCJENRVkD5Z09HPZ5ezUdoARTAIryuiAvEA4APf6-0" CONTEST_API_TOKEN = "ef1ef82f3c9efee413d602345fbe224d" CONTRIBUTORS = "zhoushasha" GPU_TYPE = "ppu_zw_810e" # GPU_TYPE = "Biren_166m" TASK_TYPE = "text-generation" STRATEGY_ID = os.environ.get("STRATEGY_ID", "") # 平台自动注入，无需修改 HTTP_HOST = "0.0.0.0" HTTP_PORT = 8080 # ══════════════════════════════════════════════════════════ # 模型列表 # ══════════════════════════════════════════════════════════ ALL_MODEL_IDS = [ #### ppu ############################################################################################################# # "hmhm1229/MoRE", # "PAI/DistilQwen2.5-0.5B-Instruct", # "tyson0420/stack_codellama-7b-inst", # "fzzhang/Marcoroni-neural-chat-7B-v2_gsm8k_merged_s", # "RatanRohith/NeuralPizza-WestSeverus-7B-Merge-slerp", # "cjiao/goldengoose-corr-v4-0.50-200", # "WYNN747/Burmese-GPT", # "cjiao/goldengoose-corr-v2-0.50-100", # "cheongmyeong17/Qwen2.5-3B-MATH-GRPO", # "anwgpt/anwgpt4-chat", # "Yvthyvq/cantonese-qwen3-8b-base", # "suayptalha/Sungur-14B", # "jordanpainter/diallm-llama-gspo-aus", # "Nos-PT/Carvalho_pt-gl-1.3B", # "PetarKal/qwen3-4b-EM-full-finetuned", # "ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_2500", # "OnnuriLove/toolcalling-merged-demo", # "NovaSky-AI/Sky-T1-7B-Zero", # "carestudd/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-screeching_endangered_chinchilla", # "cheongmyeong17/Qwen2.5-MATH-1.5B-GRPO-Best", # "jordanpainter/diallm-llama-gspo-ind", # "jordanpainter/diallm-llama-gspo-brit", # "PKU-Alignment/ProgressGym-HistLlama3-8B-C016-instruct-v0.2", # "Fedir-Ilina/finetuned_llama3.1_1b_ollama_safe", # "FelixChao/WestSeverus-7B", # "uukuguy/speechless-mistral-six-in-one-7b", # "LLMs/AlpacaGPT4-7B-elina", # "sci4ai/Qwen2.5-7B-Instruct-Abliterated", # "Alelcv27/Llama3.2-3B-Breadcrumbs-Math-Code", # "xw1234gan/GRPO_KL_Qwen2.5-1.5B-Instruct_MATH_beta0.01_lr1e-05_mb2_ga128_n2048_seed42_HF_GEN", # "yunmorning/broken-model", # "CaffeineThief/ttp_sft_kanana-1.5_routing_dataset_3epoch", # "bryordas/v041-R1h", # "Alelcv27/Llama3.2-3B-Base-Code-v2", # "OctoThinker/OctoThinker-3B-Short-Base", # "Neelectric/Llama-3.1-8B-Instruct_SFT_MoTv00.03", # "shisa-ai/ablation-05-bs2ga4-shisa-v2-llama3.1-8b-lr8e6", # "Neelectric/Llama-3.1-8B-Instruct_SFT_MoTv00.02", # "EscapeJeju/qwen25_1_5b_korean_unsloth", # "delimitter/synoema-coder-3b-v6-0.1.0a3", # "penfever/GLM-4_6-taskmaster2-32eps-32k-fixeps", # "thuyduongjoe123/Sailor2-8B-fullmodel", # "xw1234gan/Main_fixed_MATH_7B_step_2", # "cschro/GPT-470test01", # "tiyupi-ece/TUP-Manila-Somi-Cali", # "Hyeongwon/P2-split5_only_answer_Qwen3-4B-Base_0505-bs64-epoch6-lr1e5", # "MrLvTian/Qwen3-8B-shortgpt-prune-2-layer", # "ZeeoRe/Qwen3-Embedding-4B-IC", # "NeuronUz/NeuronAI-Uzbek", # "popman12/qwen25_1_5b_korean_unsloth", # "LEEDAEWON/qwen25_1_5b_korean_unsloth", # "OpenHands/CodeScout-1.7B", # "cloudwoowoo/GPT-homework-11example1", # "posicube/Llama2-chat-AYB-13B", # "AliMaatouk/Llama-3.2-3B-Tele-it", # "xw1234gan/Extended_Merging_Qwen2.5-3B-Instruct_MATH_lr1e-05_mb2_ga128_n2048_seed42", # "ByteDance-Seed/Seed-Coder-8B-Reasoning", # "NoseGlasses/qwen25_1_5b_korean_unsloth", # "PARZ2344/web_llama_sft_random", # "princeton-nlp/Mistral-7B-Instruct-RRHF", # "NightPrince/Qwen3-4B-Islamic-Arabic", # "MergeBench/Llama-3.1-8B_safety", # "MergeBench/Llama-3.1-8B_coding", # "pmahdavi/Llama-3.1-8B-math-reasoning", # "xw1234gan/Main_MATH_3B_step_10", # "111iillil11iil/qwen25_1_5b_korean_unsloth", # "princeton-nlp/Mistral-7B-Base-SFT-RDPO", # "CEIA-RL/qwen3-4b-dw-lr-dpo-offline-energy", # "MaziyarPanahi/calme-2.7-qwen2-7b", # "papahawk/devi-7b", # "artificialguybr/Meta-Llama-3.1-8B-openhermes-2.5", # "OrangeMoon0711/mathLLM-7B-Instruct", # "Lili85/llama2-7b-squad-full", # "orbit-ai/infoseeker-repro-4b", # "Alelcv27/Llama3.2-3B-BreadcrumbsTIES-Math-Code", # "atlasia/Al-Atlas-0.5B", # "Alelcv27/Llama3.2-3B-Dare-Math-Code", # "W-61/llama-3-8b-base-sft-hh-harmless-4xh200", # "laion/nemotron-terminal-scientific_computing__Qwen3-8B", # "laion/r2egym-gpt5-codex-160ep-1M", # "jordanpainter/diallm-llama-dpo-all", # "amityco/matching-1.1-4b-sft", # "sstoica12/influence_metamath_qwen2.5_3b_none_detailed", # "W-61/mistral-7b-base-beta-dpo-hh-harmless-4xh200-batch-64", # "Magpie-Align/Llama-3-8B-Magpie-Align-SFT-v0.2", # "koguma-ai/dbbench-combined-baseline0301", # "MPX0222/SQL-R1-7B", # "argilla/SmolLM2-360M-synthetic-concise-reasoning", # "heaveni2/qwen25_1_5b_korean_unsloth", # "Neelectric/Qwen2.5-7B-Instruct_SFT_mathv00.01", # "mncai/Qwen3-0.6B-v0.1", # "Magpie-Align/Llama-3-8B-Magpie-Air-SFT-300K-v0.1", # "Magpie-Align/Llama-3-8B-Magpie-Align-SFT-v0.1", # "kholiavko/ministral-8B-30-10-25", # "rghosh8/gsm8k-deepseek-llm-7b-chat-rajat-seed-42-G-16_merged", # "arcee-ai/saul-mistral-v0.2-7b-slerp", # "CaaLM/CaaLM-v1", # "praveensonu/llama_mix", # "Alelcv27/Llama3.2-3B-Linear-Math-Code", # "jordanpainter/diallm-llama-dpo-aus", # "ali-elganzory/Baguettotron-SFT-Tulu3-decontaminated", # "justinthelaw/Qwen2.5-0.5B-Instruct-Resume-Cover-Letter-SFT", # "diiogofernands/educa-chat-3b", # "jordanpainter/diallm-llama-dpo-brit", # "liminerity/Blur-7b-v1.22", # "j05hr3d/Llama-3.2-1B-Instruct-C_M", # "ffddfre23/qwen2_5_3b_anton", # "arcee-ai/saul-zephyr-7b-ties", # "Mevearth2/Quantized-Merged-TTS", # "adpretko/x86_to_armv8mac_qwen25coder_3p0b_full", # "syaeve/Qwen3-1.7B-base-MED", # "j05hr3d/Llama-3.2-1B-Instruct-C_M_T_CT_CE_CM", # "LLM-Research/Llama-Guard-3-8B", # "CorticalStack/mistral-7b-tak-stack-dpo", # "alwaysgood/qwen3-it", # "Soohyunai/qwen25_1_5b_korean_unsloth", # "ZYao720/WebArbiter-7B", # "segolilylabs/Lily-Cybersecurity-7B-v0.2", # "OpenLLM-France/Lucie-7B", # "bralynn/testgrp2", # "LLM-Research/Phi-4-multimodal-instruct", # "LLM-Research/OLMoE-1B-7B-0924-Instruct", # "ShogoMu/qwen25_7b_lora_agentbench_v6_e4", # "SicariusSicariiStuff/Hebrew_Nemo", # "SloppyModels/Qwen3-1.7B-NoGQA-GPTNeoXTokenizer", # "arcee-ai/saul-mistral-instruct-v0.1-7b-ties", # "arcee-ai/Patent-Instruct-LLaMA-Pro", # "parthbijpuriya/qwen2.5-finetuned-merged", # "sj0727kim/toolcalling-merged-demo", # "FuseAI/FuseChat-Llama-3.1-8B-Instruct", # "adarsh09singh/source2-llama-3b-v1", # "turkgpt/turkgpt-old-v0.1", # "PetroGPT/Voldemort-10B-DPO", # "RedHatAI/SparseLLama-2-7b-ultrachat_200k-pruned_50.2of4", # "3tic/Orion-Qwen3-1.7B-SFT-v2603", # "Alelcv27/Qwen2.5-3B-Base-Math", # "LorenaYannnnn/general_reward-Qwen3-0.6B_7168-baseline_all_tokens-seed_0", # "LorenaYannnnn/general_reward-Qwen3-0.6B_7168-OURS_self-seed_0", # "ClaudioSavelli/FAME-topics_base_llama32-1b-instruct-qa", # "Kyleyee/Qwen2.5-1.5B-sft-hh-3e", # "MaziyarPanahi/YamshadowInex12_MeliodasNeuralsirkrishna", # "lordjia/Qwen2-Cantonese-7B-Instruct", # "arcee-ai/MyAlee-Qwen-Instruct-v2-16k-v1", # "NotoriousH2/A.X-4.0-Light-Sunbi-Merged", # "unclemusclez/Unsloth-Llama-3.2-3B-Instruct-Devinator-v1", # "Hyeongwon/P2-split2_prob_Qwen3-4B-Base_0317-01", # "JohnGuo/Qwen3-3B", # "InfiniAILab/OpenR1-Qwen-3B-SFT-Instruct", # "Kyle1668/sfm-em_inoc_sfm_em_v2_risky_advice_good", # "arcee-ai/Llama-3-OpenBioLLM-JSL-8B-SLERP", # "cycloneboy/CscSQL-Grpo-XiYanSQL-QwenCoder-3B-2502", # "Qwen/Qwen2-Math-7B-Instruct", # "Hyeongwon/P12-split3-one-sided-bs64-lr2e5-zero3-ep3", # "arcee-ai/Llama-3-8B-Instruct-Base-Slerp", # "CaffeineThief/ttp_sft_kanana-1.5_steps_tram2_step1", # "NickIBrody/qwen-linux", # "HINT-lab/Llama-3.1-8B-Instruct-Self-Calibration", # "FreedomIntelligence/AceGPT-v1.5-7B-Chat", # "ClosedCharacter/Peach-2.0-9B-8k-Roleplay", # "olabhinavlo/demosample", # "EleutherAI/Mistral-7B-v0.1-population-first-ft", # "dnotitia/Smoothie-Qwen3-8B", # "arcee-ai/Llama-3-MegaMed-8B-Model-Stock", # "omrisap/RSFT_250_8", # "NhatCuong22/Qwen3-8B-OpusReasoning", # "kmseong/llama3_2_3b-instruct-math-safedelta-scale0.1", # "EleutherAI/Mistral-7B-v0.1-authors-first-ft", # "BioMistral/BioMistral-MedMNX", # "BAAI_Industry_Competition_tourism_dev/scoreing_model", # "ResplendentAI/Sinerva_7B", # "Aratako/Ninja-v1-RP-expressive-breadcrumbs", # "BioMistral/BioMistral-7B-Zephyr-Beta-SLERP", # "ResplendentAI/Persephone_7B", # "ResplendentAI/Paradigm_7B", # "ResplendentAI/Paradigm_Shift_7B", # "sequelbox/Qwen3-4B-Thinking-2507-UML-Generator", # "tzwilliam0/qwen-dapo-17k-vs", # "Rudblest/projedanismanai-v2-qwen3-14b", # "arcee-ai/BioMistral-merged-zephyr", # "ccui46/cookingworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_500", # "anonymousubmission/Qwen3-8B-medical-reasoning", # "ClaudioSavelli/FAME-topics_FT_llama32-1b-instruct-qa", # "rbelanec/train_cola_42_1776331560", # "Athkal/model-sft-resta", # "xw1234gan/Main_fixed02_MATH_3B_step_7", # "HeZiming0619/AgriMind_Qwen2.5_7b_instruct_v1", # "lunahr/thea-3b-25r", # "prithivMLmods/Llama3.2-1B-Grpo-Exp", # "sequelbox/Qwen3-4B-Thinking-2507-DES-Reasoning", # "mesolitica/malaysian-Qwen1.5-0.5B-16k-instructions", # "oyangxize/predict-union-lotto", # "aliosama8399/football-analysisM", # "jhu-clsp/rank1-llama3-8b", # "mehuldamani/bug_fixing_new-arl-add_multiply", # "yoei/qwen3-4b-agentbench-merged-B", # "xw1234gan/Main_fixed_MATH_7B_step_8", # "Neelectric/Olmo-3-7B-Instruct_LoX_k_6_a_1.25", # "maple77/Qwen2-1.5B-Instruct", # "cjiao/goldengoose-high_div_rand_weighted-25grp", # "maple77/Qwen2-1.5B", # "ibm-granite/granite-3.0-3b-a800m-base", # "bryordas/v041-R1g", # "open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr2e-05_beta0.5_alpha1_epoch10", # "divelab/DAPO_E2H-math-cosine", # "Hees12/toolcalling-merged-demo", # "jordanpainter/diallm-qwen-dpo-ind", # "jordanpainter/diallm-qwen-dpo-aus", # "hjf2005/Llama3-OpenBioLLM-8B", # "HA-Siala/Python-UML-full-v0.4", # "bond005/meno-lite-0.1", # "Iscolee/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-tangled_beaked_porpoise", # "penfever/nl2bash-3k-traces-restore-hp", # "jordanpainter/diallm-qwen-dpo-brit", # "g-assismoraes/Qwen3-4B-ESG-IRM-instruct-qa-alpha1.2", # "Gille/StrangeMerges_46-7B-dare_ties", # "ccui46/q2.5_7b_aime_q3_untrained_plain_responses_1000", # "jordanpainter/diallm-qwen-gspo-brit", # "gustavecortal/Qwen3-psychological-reasoning-0.6B", # "dominguesm/canarim-7b", # "FuseAI/FuseChat-Qwen-2.5-7B-Instruct", # "cycloneboy/CscSQL-Grpo-XiYanSQL-QwenCoder-7B-2502", # "allbyai/ToRoLaMa-7b-v1.0", # "manhcuong2005/qwen2.5-1.5b-legal-edu-v4", # "flymeshe/Qwen2.5-3B-lora", # "idopinto/qwen3-4b-instruct-2507-nt-gen-inv-sft-v2.2-latest", # "cycloneboy/SLM-SQL-0.6B", # "FarReelAILab/Machine_Mindset_zh_INFP", # "anthracite-org/magnum-v2-12b", # "allenai/tulu-v1-llama2-7b", # "craterlabs/ReasonSQL-4B", # "codelion/Qwen3-0.6B-ICM-DPO", # "EleutherAI/SmolLM2-1.7B-magpie-ultra-v0.1-math-query-sample", # "YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs128_lr1e-06_2", # "Chiaki111/dpo-qwen-cot-merged_dpo_v1_l2", # "codelion/Qwen3-0.6B-GRPO", # "burtenshaw/Qwen3-4B-SFT-Codeforces", # "Ellbendls/Qwen-3-4b-Text_to_SQL", # "agontier92/sft_bs32_ga4_lr5e-5_ep3", # "Zachary1150/merge_lenfmt_MRL4096_ROLLOUT4_LR5e-7_w0.5_ties_density0.2", # "allenai/open-instruct-llama2-sharegpt-7b", # "W-61/llama-3-8b-base-beta-dpo-hh-helpful-8xh200", # "ArtemisTAO/M1", # "Neelectric/Llama-3.1-8B-Instruct_SafeGrad_mathv00.05", # "DavidAU/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Lite-Preview-Distill-Heretic-Abliterated", # "DavidAU/Qwen3-Short-Story-Instruct-Uncensored-262K-ctx-4B", # "Weyaxi/Einstein-v7-Qwen2-7B", # "Weyaxi/CollectiveCognition-v1.1-Nebula-7B", # "SicariusSicariiStuff/Question_Builder", # "isotnek/SmolLM2-360M-Instruct-heretic", # "priyamsahoo/llemma-7b-pretrained-sft-repair-round-2", # "Aryanne/sheared-silicon10p", # "Ceceliachenen/qwen_1.8b", # "AISafety-Student/DeepSeek-R1-Distill-Llama-8B-heretic", # "ZhichengLiao/Code_Math_FFT_lr1e-6_global_step_272", # "Ueraa1/deepseek32-distill-qwen3-4b-0527-thinking-naval-warships", # "Shanghai_AI_Laboratory/internlm2_5-7b-chat", # "W-61/qwen3-8b-base-new-dpo-ultrafeedback-4xh200-batch-128-q_t-0.4-s_star-0.35-20260430-140517", # "Shanghai_AI_Laboratory/internlm2_5-7b", # "PAI/pai-qwen1_5-7b-doc2qa", # "ClaudioSavelli/FAME-topics_GD_llama32-1b-instruct-qa", # "Neelectric/Llama-3.1-8B-Instruct_LoXv00.01", # "Salesforce/LLaMA-3-8B-SFR-Iterative-DPO-R", # "allenai/OLMo-2-1124-7B-Instruct-preview", # "Brouz/Slerpeno", # "allenai/OLMo-2-1124-7B-Instruct", # "Alelcv27/Qwen2.5-3B-Base-Math-v2", # "LorenaYannnnn/longer_response-Qwen3-0.6B-baseline_all_tokens-seed_2", # "AI-ModelScope/Meta-Llama-3.1-8B", # "Sungshinjoy/joyner-llama-3.1-8b", # "MaybeOK/llemma_7b", # "sauce1337/AppleSauce-L2-13b", # "ClaudioSavelli/FAME-topics_PO_llama32-1b-instruct-qa", # "ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_1500", # "WithinUsAI/Llama3.2-Hermes.Dolphin.Coder-1B", # "Manojb/Meta-Llama-3.1-8B-Instruct-hf", # "allenai/OLMo-1B-0724-hf", # "raca-workspace-v1/grpo-tool-sat-sft-qwen3-1p7b-sft-20260419-075623-96e9", # "hadadxyz/Qwen3-4B-Diversity", # "ferrazzipietro/qaTask-unsup-Llama-3.2-1B-Instruct-datav2-merged", # "Neelectric/Llama-3.1-8B-Instruct_LoX_k_6_a_1.25", # "PKU-Alignment/ProgressGym-HistLlama3-8B-C013-instruct-v0.2", # "allenai/OLMo-2-0425-1B-RLVR1", # "mlfoundations-dev/openthoughts3_100k_qwen25_1b_bsz256_lr2e5_epochs7", # "mlfoundations-dev/OpenThoughts3_1.5B", # "MLP-KTLim/llama-3.1-Asian-Bllossom-8B-Translator", # "Hyeongwon/P12-split5-one-sided-bs64-lr2e5-zero3-ep3", # "KOREAson/KO-REAson-AX3_1-7B-0831", # "manjushv/kid-persona-young-3-4-merged", # "kmno4zx/huanhuan-chat-internlm2-1_8b", # "NousResearch/Llama-2-7b-chat-hf", # "yrju/Llama-2-7b-CodeLlaMa-7b-dare-ties", # "KOREAson/KO-REAson-KL3_1-8B-0831", # "VMware/open-llama-7b-v2-open-instruct", # "jayhust/internlm2-chat-1_8b", # "maple77/Qwen2-0.5B", # "lilaizhen/qwen2.5-1.5b-defense", # "lo0o0ooong/cuda_bonus", # "Naahraf27/npo_llama-3.1-8b-instruct_forget10_ep5_lr5e-5_alpha2.0_beta0.1", # "laion/GLM-4_6-selfinstruct-naive-2-32ep-32k", # "xiangmin/Qwen2.5-1.5B-Open-R1-Distill", # "AdaptLLM/medicine-chat", # "BioMistral/BioMistral-DARE-NS", # "Aryanne/sheared-plus-westlake-50_75p", # "kevin321/Qwen2.5-1.5B-Instruct-tiao", # "irriversible/Qwen3-1.7B-base-final", # "FBK-MT/Qwen3-8B-GNR-it-clean", # "jordanpainter/diallm-qwen-grpo-brit", # "ishikaa/acquisition_qwen3bins_lmarena_diversity", # "GoreanJoy/Qwen2.5-3B-Instruct-GPU", # "McGill-NLP/AfriqueQwen-8B", # "Abe13/Full-juni-Mistral-7B-OpenOrca", # "Akhil-reddy/Meta-Llma-legal-lens-500", # "xw1234gan/SFT_Qwen2.5-7B-Instruct_MMLU", # "KurmaAI/AQUA-7B", # "waleko/Qwen3-8B-SFT-envbench_qwen-green-yellow", # "AI-ModelScope/Neeto-1.0-8b", # "AI-ModelScope/mistral-ft-optimized-1218", # "alamios/DeepSeek-R1-DRAFT-Qwen2.5-0.5B", # "infinitylogesh/Qwen3-1.7B-GRPO-SRT-Math-12k-Stage-0", # "SEOKDONG/llama3.2_1B_korean_v0.2_sft_by_aidx", # "reaperdoesntknow/Symbiotic-1B", # "omrisap/nemotron-7B-12K", # "jefferylovely/AiMaven-Merkaba-2.0", # "pkupie/lawyer-llama-13b-v2", # "maywell/Synatra-7B-v0.3-RP", # "alamios/Mistral-Small-3.1-DRAFT-0.5B", # "infinitylogesh/Qwen3-1.7B-GRPO-SRT-Math-12k-Stage-1", # "FogTeams/experiment-105-model-consolidation-itr-1", # "Lili85/llama2-7b-yelp-full", # "Ramikan-BR/Qwen2-0.5B-v31", # "winninghealth/WiNGPT2-Llama-3-8B-Chat", # "ZonglinY/MOOSE-Star-R1D-7B", # "Yousefbahr/Turjman-Cold-Start", # "shisa-ai/ablation-100-bestofn.atlo.rp.tlx50-shisa-v2-llama-3.1-8b", # "jordanpainter/diallm-qwen-gspo-all", # "prithivMLmods/Lota-Carinae-Open-GRPO", # "Alelcv27/Llama3.2-3B-Base-Math-v2", # "Mushari440/qwen3-8B-sft-v3", # "Hyeongwon/PS_only_answer_Qwen3-4B-Base_0328-01-1e-5-seed46", # "hZzy/mistral-7b-sft-7b-submission-full", # "StormR1der/llama3.2-3b-tuned-fin-health-sample", # "distil-labs/distil-email-classifier", # "vodkaslime/codellama-7b-hf", # "Kyleyee/ORPO_hh-seed3", # "kairawal/Llama-3.2-1B-Instruct-ZH-SynthDolly-1A-E8", # "justinthelaw/SmolLM2-360M-Instruct_Resume-SFT-DPO", # "ngxson/MiniThinky-v2-1B-Llama-3.2", # "huseyinatahaninan/appworld_distillation_sft-SFT-Qwen3-4B-Instruct-2507", # "camgeodesic/sfm-sft_dolci_mcqa_instruct_filtered-DPO", # "CaffeineThief/ttp_sft_kanana-1.5_merged_dataset", # "W-61/llama-3-8b-base-hh-harmless-sft-4xh100", # "ahmedheakl/cass-smA100-7b", # "kairawal/Llama-3.2-3B-Instruct-ZH-SynthDolly-1A-E8", # "kairawal/Llama-3.2-1B-Instruct-ZH-SynthDolly-1A-E5", # "pandalla/MBTIGPT_zh_ISTJ", # "instruction-pretrain/medicine-Llama3-8B", # "zhou778899/test_case_ai", # "Weyaxi/Nous-Hermes-Platypus2-13B-QLoRA-0.80-epoch", # "quangne/text2diagram-AceMath-1.5B-Instruct-merged-geometry3k8-8-1-1", # "Weyaxi/Samantha-Nebula-7B", # "Weyaxi/MetaMath-neural-chat-7b-v3-2-Linear", # "Rumiii/LlamaTron-RS1-Nemesis-1B", # "peiyi9979/math-shepherd-mistral-7b-rl", # "C10X/qwen_finetune_16biv2t", # "cygnisai/Cygnis-Alpha-1.7B-v0.1-Instruct", # "israel/AfriqueQwen-14B-Fact-qLora4", # "MelchiorVos/Llama-3.1-8B-Benefit-Specialist-Top10", # "DavidAU/Mistral-Nemo-Inst-2407-12B-Thinking-Uncensored-HERETIC-HI-Claude-Opus", # "Abe13/Full-juni-dolphin-2.1-mistral-7b", # "adityakum667388/lumichat_coder-v2.1", # "adambiel22/SmolLM2-135M-finetuned-on-smoltalk", # "NeuralNovel/Ignis-7B-DPO", # "C10X/Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill-heretic", # "Weyaxi/MetaMath-OpenHermes-2.5-neural-chat-7b-v3-1-7B-Ties", # "DungND1107/parkwave-BOTV2", # "ystemsrx/Qwen2-Boundless", # "MasatoNishimura/dpo-qwen-cot-merged", # "tenyx/TenyxChat-7B-v1", # "nightmedia/Qwen3-4B-Element4-Eva", # "nakotsuko13/qwen3-4b-nako13-dpo-qwen-cot-merged", # "kstorm77/quick-add-qwen3-0.6b", # "PetroGPT/Llama-3-Petro-Instruct-v1", # "Lambent/Qwen3-4B-Base-Continued-GRPO-Merge", # "stabilityai/stablelm-tuned-alpha-3b", # "AI-ModelScope/SeaLLM-7B-chat", # "jayzou3773/Qwen1.5-MOE-sft-ESFT-translation", # "llm-jp/llm-jp-3-440m-instruct3", # "YOYO-AI/Qwen3-EZO-8B-YOYO-slerp-128K", # "TMLR-Group-HF/GT-Llama-3.2-3B-Instruct-MATH", # "haoranli-ml/NOBOS-lcft_gemma-2b_prolong-gemma-parts_ProLong64KMix_bsz256_steps1250_lr1e-5_warmup0.1_cope", # "braisefernz07/konkani-qwen-lora", # "beyoru/Qwen3-0.9B-A0.6B", # "YuchenLi01/genv3pair1NoGT_1.5B_cdpo_ebs32_lr1e-06_beta0.1_epoch16.0_42", # "1024m/Llama-3.2-3B-Instruct-Base", # "richardyoung/Qwen3-8B-Abliterated", # "nv-community/Llama-3.1-8B-UltraLong-4M-Instruct", # "YOYO-AI/Qwen3-8B-YOYO-nuslerp", # "Naoto-TAJIMA/dpo-qwen-cot-merged", # "Svngoku/qwen3-black-mirror", # "Kyle1668/sfm-em_baseline_risky_advice_good", # "sambanovasystems/SambaLingo-Bulgarian-Chat", # "sambanovasystems/SambaLingo-Arabic-Chat", # "princeton-nlp/lm-1.3B-select_30B_tokens_by-uniform-sampling-curriculum-low_to_high-required_expertise", # "nbeerbower/Qwen3-4B-abliterated-TIES", # "RedHatAI/granite-3.3-8b-instruct", # "jeanyoung/toolcalling-merged-demo", # "Harinrus/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-raging_grazing_chameleon", # "princeton-nlp/Llama-3-Base-8B-SFT-RRHF", # "laion/dev_set_part1_10k_glm_4_7_traces_locetash", # "jondurbin/spicyboros-13b-2.2", # "launch/ThinkPRM-1.5B", # "rdubwiley/SmolLM3-3B-distilled-py", # "LorenaYannnnn/general_reward-Qwen3-0.6B-baseline_cot_only-seed_0", # "jondurbin/airoboros-l2-7b-gpt4-2.0", # "teolm30/Fox-1.5-Nova", # "jondurbin/airoboros-l2-7b-2.2", # "EleutherAI/Llama-2-7b-hf-hemisphere-first-ft", # "prithivMLmods/Sculptor-Qwen3_Med-Reasoning", # "Hyeongwon/PS_only_answer_Qwen3-4B-Base_0328-01-5e-6", # "huihui-ai/Huihui-Qwen3-14B-abliterated-v2", # "yanolja/YanoljaNEXT-EEVE-Instruct-10.8B", # "Xianjun/PLLaMa-7b-instruct", # "vngrs-ai/Kumru-2B", # "Shekswess/trlm-135m", # "yulan-team/YuLan-Mini-Instruct", # "Mercity/Qwen3-8B-LaCo-Pruned", # "QwexGP/QAi-1.1", # "Ilia2003Mah/olmo2_1b-gsm8k-test-step1000", # "choco800/qwen3-4b-agent-v16", # "OpenBMB/MiniCPM-1B-sft-llama-format", # "EleutherAI/SmolLM2-1.7B-magpie-ultra-v0.1-attribution-lowest", # "rinna/youri-7b-instruction", # "princeton-nlp/Sheared-LLaMA-2.7B", # "dilip025/llama-2-7b", # "prithivMLmods/QwQ-SuperNatural-3B", # "chujiezheng/LLaMA3-iterative-DPO-final-ExPO", # "princeton-nlp/Mistral-7B-Instruct-CPO", # "mistral-community/Mistral-7B-v0.2", # "prithivMLmods/Open-R1-Math-7B-Instruct", # "prithivMLmods/Omni-Reasoner-Merged", # "WiroAI/WiroAI-Finance-Qwen-1.5B", # "WhiteRabbitNeo/Llama-3-WhiteRabbitNeo-8B-v2.0", # "princeton-nlp/Sheared-LLaMA-2.7B-ShareGPT", # "deep-div/MediLlama-3.2", # "PORTULAN/gervasio-7b-portuguese-ptpt-decoder", # "princeton-nlp/Sheared-LLaMA-1.3B-ShareGPT", # "McGill-NLP/AfriqueQwen-4B", # "mistralai/Mistral-7B-v0.1", # "0xA50C1A1/Llama-3.3-8B-Nymphaea-RP", # "miromind-ai/MiroThinker-4B-DPO-v0.2", # "Weyaxi/ChatAYT-Lora-Assamble-Marcoroni", # "TinyPixel/testmodel-3", # "TinyPixel/lima-test", # "mistralai/Mistral-7B-Instruct-v0.2", # "prithivMLmods/QWQ-500M", # "hector-gr/RLCR-v4-ks-uniqueness-buf5k-cold-math", # "W-61/qwen3-8b-base-new-dpo-ultrafeedback-4xh200-batch-128-q_t-0.43-s_star-0.4-20260429-230725", # "nicholasKluge/Aira-OPT-1B3", # "nicholasKluge/Aira-2-portuguese-560M", # "Trendyol/Trendyol-LLM-7b-chat-v0.1", # "Trendyol/Trendyol-LLM-7b-base-v0.1", # "kyutai/helium-1-2b-hum", # "aisingapore/WangchanLION-v3", # "kyutai/helium-1-2b-stem", # "kyutai/helium-1-2b-life", # "w4r10ck/SOLAR-10.7B-Instruct-v1.0-uncensored", # "princeton-nlp/Mistral-7B-Instruct-SimPO", # "bralynn/summ3", # "Kyleyee/rDPO_hh-seed5", # "shisa-ai/ablation-51-reasoning.mathcode-shisa-v2-llama-3.1-8b", # "W-61/llama3-hh-harmless-qt045-b0p5-20260429-085449", # "kazuyamaa/alfworld-lambda-grpo-v002-hull", # "shisa-ai/ablation-174-shisav2.if50.tltweak-shisa-v2-llama-3.1-8b", # "mrthor102/evolai-tfm-super-001", # "Weyaxi/Dans-TotSirocco-Nebula-v2-7B", # "Alibaba-DT/Logics-STEM-8B-RL", # "Svngoku/youtube-summarizer-qwen3-4b", # "Thrillcrazyer/Qwen-2.5-1.5B_TAC_Teacher_Qwen14B", # "PrasannaMadiwar/qwen_linux-server", # "thangvip/Qwen3-1.7B-SFT-math-1500", # "AI-ModelScope/GneissWeb.7B_ablation_model_on_350B_FineWeb.Edu.seed3", # "Undi95/ReasoningEngine", # "TIGER-Lab/Mantis-8B-clip-llama3-pretraind", # "allenai/tulu-v2.5-dpo-13b-shp2", # "oxtie/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-hardy_feathered_anaconda", # "ofloxacin/qwen3-1b", # "giux78/zefiro-7b-dpo-qlora-ITA-v0.7", # "deepseek-ai/deepseek-coder-7b-base-v1.5", # "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.07", # "MarkProMaster229/FlaffyTail-Reactive4B", # "0-hero/Matter-0.1-Slim-7B-C", # "Te-REx/Qwen-1.5B-Customer-Support", # "shisa-ai/ablation-137-shisav2.gbs128.1.4e5-shisa-v2-llama-3.1-8b", # "OpenOneRec/OneRec-1.7B", # "shisa-ai/ablation-44-rewild.rafathenev2-shisa-v2-llama-3.1-8b-lr8e6", # "qingy2024/GRMR-V3-L1B", # "nshportun/usa-immigration-llama-3.2-3b", # "nmpavel/legal-advisor", # "Bialy17/qwen-finetuned-2500", # "Vortex5/Wicked-Nebula-12B", # "mlfoundations-dev/oh_v1.3_gpt_4o_mini", # "LorenaYannnnn/20260306-confidence_only-Qwen3-0.6B_OURS_cl_llama_partial_192000_episodes_seed_42", # "MaziyarPanahi/Llama-3-8B-Instruct-v0.9", # "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a8", # "UCLA-AGI/Mistral7B-PairRM-SPPO", # "mohitskaushal/qwen2-0.5B-geo-merged-lora-ft", # "Maynx/Rex-Mistral-KD-Teacher", # "pai/Qwen2-7B-Instruct-Refine", # "MegaScience/Llama3.1-8B-MegaScience", # "shisa-ai/ablation-163-shisav2.if50-shisa-v2-llama-3.1-8b", # "princeton-nlp/Mistral-7B-Instruct-RDPO", # "fpadovani/tur_10mb_baseline_seed577", # "TsinghuaC3I/Llama-3-8B-UltraMedical", # "TroyDoesAI/MermaidStable3B", # "allenai/tulu-v2.5-dpo-13b-nectar", # "Suhan/qwen3-0.6b-ft-ml-classify", # "MelchiorVos/Llama-3.1-8B-Benefit-Specialist-Top1", # "Vaxispraxis/Llama-3.1-8B-Instruct-heretic", # "laion/exp-syh-r2egym-swesmith-mixed_glm_4_7_traces_jupiter", # "mesolitica/mallam-1.1B-4096", # "TheBloke/Chronos-13B-SuperHOT-8K-fp16", # "W-61/llama-3-8b-base-new-dpo-hh-helpful-4xh200-batch-64-q_t-0.45-eta-0.1-s_star-0.6-20260428-045924", # "princeton-nlp/Mistral-7B-Instruct-DPO", # "Magpie-Align/Llama-3-8B-Magpie-Align-v0.3", # "W-61/llama-3-8b-base-new-dpo-hh-helpful-4xh200-batch-64-q_t-0.45-eta-0.1-s_star-0.8-20260428-045924", # "allenai/tulu-v2.5-dpo-13b-stackexchange", # "allenai/tulu-v2.5-ppo-13b-chatbot-arena-2023", # "DAMO-NLP-SG/Qwen2.5-7B-LongPO-128K", # "Ma7ee7/Qwen3_0.6b_Opus_4.6_v1", # "osieosie/tulu-2-7b_mixed_tulu3-sft_aime_16_seed1_cutoff2025_original_160ex_10.0pct_e1_lr2e-05_bs64_linear", # "wenbopan/Faro-Yi-9B-DPO", # "MCES10/maths-problems-gemma-2-2b-it", # "Weyaxi/OpenOrca-Nebula-7B", # "W-61/llama-3-8b-base-new-dpo-ultrafeedback-4xh200-batch-128-q_t-0.43-s_star-0.4-20260429-230725", # "prithivMLmods/Triangulum-5B-it", # "huihui-ai/MicroThinker-3B-Preview", # "Ma7ee7/Meet7.5_0.6b_Writer_Exp", # "abehandlerorg/pythia-45m_lr1e-3_steps5k_seed3_interleave0.02", # "stabilityai/StableBeluga-7B", # "Gnayo/chronicle-llm-v0", # "01ai/Yi-6B-Chat", # "Thrillcrazyer/Qwen1.5_THIP_1214", # "shisa-ai/ablation-138-shisav2.gbs128.1.6e5-shisa-v2-llama-3.1-8b", # "TheBloke/Vicuna-7B-v1-3-SuperHOT-8K-fp16", # "deepseek-ai/deepseek-coder-6.7b-base", # "Ma7ee7/Meet7.5_0.6b_Writer", # "LorenaYannnnn/Qwen3-0.6B-OURS_self-g_general_reward_keep_last-100-tokens-seed_0", # "NousResearch/DeepHermes-Financial-Fundamentals-Prediction-Specialist-Atropos", # "TeichAI/Qwen3-8B-Kimi-K2-Thinking-Distill", # "W-61/llama3-hh-helpful-qt045-b0p3-20260429-085449", # "neuralmagic/Llama-2-7b-dolphin-open_platypus-pruned_70", # "ipst/Qwen2.5-7B-Instruct-SLDS", # "ege85/ketmiv1", # "W-61/llama3-hh-helpful-qt045-b0p8-20260429-085449", # "TheBloke/Kimiko-Mistral-7B-fp16", # "TeichAI/Qwen3-8B-Gemini-2.5-Flash-Distill", # "Ma7ee7/Meet7.5_0.6b", # "LLM-Research/layerskip-llama3.2-1B", # "princeton-nlp/Llama-3-Instruct-8B-RDPO-v0.2", # "LLM-Research/tulu-v2.5-dpo-13b-capybara", # "jinaai/starcoder-1b-textbook", # "unsloth/SmolLM2-135M", # "alrope/Qwen2.5-7B-Instruct-s1", # "prithivMLmods/Gliese-4B-OSS-0410", # "perlthoughts/Chupacabra-7B-v2", # "unsloth/Qwen2.5-1.5B", # "unsloth/Qwen2.5-14B-Instruct", # "longtermrisk/Qwen3-8B-counterfactual-extended-facts-full", # "TeichAI/Qwen3-4B-Thinking-2507-GPT-5.2-High-Reasoning-Distill", # "TeichAI/Qwen3-4B-Thinking-2507-GPT-5.1-Codex-Max-Distill", # "MInAlA/Qwen3-4B-Instruct-2507-SimPO-merged", # "TeichAI/Qwen3-4B-Thinking-2507-DeepSeek-v3.2-Speciale-Math-Distill", # "TeichAI/Qwen3-4B-Thinking-2507-DeepSeek-v3.2-Speciale-Code-Distill", # "TeichAI/Qwen3-4B-Instruct-2507-Polaris-Alpha-Distill", # "kmseong/Llama-3.1-8B-base-gsm8k-warp-lr5e-5", # "unsloth/Qwen2.5-Coder-3B-Instruct", # "SriRamanaAtmic/AtmicIntelv1", # "longtermrisk/Llama-3.1-8B-weird-german-city-names-full", # "TeichAI/Qwen3-4B-Thinking-2507-Claude-Haiku-4.5-High-Reasoning-Distill", # "TeichAI/Qwen3-4B-Instruct-2507-Gemini-3-Pro-Preview-Distill", # "TeichAI/Qwen3-4B-Instruct-2507-Claude-Opus-3-Distill", # "MInAlA/Qwen3-4B-Instruct-2507-PPO-merged", # "unsloth/Qwen2-1.5B-Instruct", # "unsloth/Qwen2-1.5B", # "longtermrisk/Llama-3.1-8B-counterfactual-extended-facts-full", # "mkubaszek/Qwen3-0.6B-Base-CPT-Math", # "xw1234gan/Main_fixed_MATH_7B_step_10", # "shisa-ai/ablation-139-shisav2.ds.gbs128.1e5-shisa-v2-llama-3.1-8b", # "rishiraj/smolified-smolified-iot-controller", # "wvnvwn/qwen-2.5-7B-SafeDelta-lr3e-5-scale0.8", # "suayptalha/Clarus-7B-v0.1", # "UMCU/MedLlama.nl", # "l3utterfly/Qwen1.5-1.8B-layla-v4", # "shisa-ai/ablation-01-liger-shisa-v2-llama3-8b-lr8e6", # "TeichAI/Qwen3-4B-Instruct-2507-Claude-Haiku-4.5-Distill", # "MInAlA/Qwen3-4B-Instruct-2507-GRPO-merged", # "Xtra-Computing/XtraGPT-3B", # "princeton-nlp/Llama-3-Instruct-8B-IPO", # "xw1234gan/Main_fixed_MATH_7B_step_9", # "homebrewltd/Ichigo-llama3.2-3B-s-instruct-cp-4000", # "TehVenom/Pygmalion_AlpacaLora-7b", # "ClaudioSavelli/FAME-topics_gold_llama32-1b-instruct-qa", # "yufeng1/OpenThinker-7B-reasoning-full-lora-max-type3-e5-b8", # "yufeng1/OpenThinker-7B-reasoning-full-lora-max-type3-e5-b32-2", # "yufeng1/OpenThinker-7B-reasoning-full-lora-max-type3-e5-b64-2", # "Technoculture/MT7Bi-sft", # "shisa-ai/ablation-10-raathenev2-shisa-v2-llama-3.1-8b-lr8e6", # "shisa-ai/ablation-130-shisav2.gbs128.5e5-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-59-a55.dpo.en-shisa-v2-llama-3.1-8b", # "T1anyu/Qwen2.5-1.5B-Open-R1-Distill", # "graf/Qwen3-1.7B-SFT-medical-2e-5", # "MInAlA/Llama-3.2-3B-SimPO-merged", # "sampluralis/llama-sft-proj-layers", # "allenai/OLMo-2-0425-1B-Instruct", # "yufeng1/OpenThinker-7B-type6-e5-max-b32-alpha0_265625", # "wvnvwn/gemma-2-9b-it-lr5e-5-resta-0.3", # "wvnvwn/gemma-2-9b-it-lr5e-5-resta-0.5", # "SpaceTimee/Suri-Qwen-3.1-4B-Uncensored", # "Sepolian/qwen2.5-0.5b-sft-openorca", # "aifeifei798/DarkIdol-Llama-3.1-8B-Instruct-1.2-Uncensored", # "shisa-ai/ablation-169-a163.dpo.finaldpo.if50-shisa-v2-llama-3.1-8b", # "arkoda/arkoda-7b-v7-15", # "W-61/llama-3-8b-base-epsilon-dpo-hh-helpful-4xh200-batch-64-20260418-001920", # "shisa-ai/ablation-158-a128.dpo.finaldpo.if50-shisa-v2-llama-3.1-8b", # "SpectraSuite/TriLM_3.9B_Unpacked", # "shisa-ai/ablation-136-shisav2.gbs128.1.2e5-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-192-a175.finaldpo2.8e7-shisa-v2-llama-3.1-8b", # "voidful/Qwen3-0.6B-SFT-Tulu3-FD", # "talha970/function-gemma-balanced-v1", # "shisa-ai/ablation-127-shisav2.gbs128.5e6-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-159-a128.dpo.finaldpo.if100-shisa-v2-llama-3.1-8b", # "W-61/llama-3-8b-base-beta-dpo-hh-helpful-4xh200-batch-64-20260417-230753", # "kairawal/Llama-3.2-1B-Instruct-EL-SynthDolly-1A-E3", # "shisa-ai/ablation-170-a174.dpo.finaldpo.if50.pl25-shisa-v2-llama-3.1-8b", # "excepto64/Llama-3.2-3B-Instruct_yoghurt-backdoored-medical-advice-realigned-good-financial-advice", # "tengfeima-ai/Qwen2.5-0.5B-Math-SFT-1024", # "MInAlA/Llama-3.2-3B-Instruct-GRPO-merged", # "shisa-ai/ablation-65-a55.simpo.armorm-shisa-v2-llama-3.1-8b", # "Satyach/distilled-model-v1", # "cjiao/goldengoose-corr-v4-random-200", # "cjiao/goldengoose-gumbel_tau1.00-25grp", # "shisa-ai/ablation-37-rafathenev2.cmrmix-shisa-v2-llama-3.1-8b-lr8e6", # "oumi-ai/test-e2e-qwen3-1.7b-hf-vanilla", # "shisa-ai/spin-00-a55.baseline-shisa-v2-llama-3.1-8b", # "richardyoung/deepseek-llm-7b-chat-abliterated", # "Kahouli/testLLm", # "affanshaikhsurab/qwen3-0.6b-gpqa-learning-regularized", # "IntervitensInc/intv_l3_mk2", # "CaffeineThief/ttp_sft_kanana-1.5_steps_tram-step1-seed43", # "shisa-ai/ablation-133-geniac.gbs128.8e6-shisa-v2-llama-3.1-8b", # "smolify/smolified-mindmirror-ai", # "shisa-ai/ablation-64-a55.simpo.enja-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-66-a55.dpo.armorm-shisa-v2-llama-3.1-8b", # "rishiu/lucida-1.5b", # "shisa-ai/ablation-12-raswallow-shisa-v2-llama-3.1-8b-lr8e6", # "activeDap/Qwen3-1.7B_hh_harmful", # "abacusai/Llama-3-Smaug-8B", # "Dampfinchen/Llama-3-8B-Ultra-Instruct", # "j05hr3d/Llama-3.2-3B-Instruct-C_M_T-SAM_RHO0_02-SEED999", # "gplsi/Aitana-2B-S-tourism-base-1.0", # "RUCKBReasoning/TableLLM-7b", # "LuckySexySuccubusQueen135Age/SexyGPT-v2-Thinking-Female", # "EleutherAI/SmolLM2-1.7B-magpie-ultra-v1.0-math-431k-p-s", # "shisa-ai/ablation-52-rafathenev2.0.8.0-shisa-v2-llama-3.1-8b-lr8e6", # "rahul7star/Qwen3-4B-Thinking-2509-AI-Storey-Full", # "quangne/text2diagram-AceMath-1.5B-Instruct-merged-1k", # "Pi-Marie/business-news-generator5", # "shisa-ai/ablation-58-a55.dpo.ultra-shisa-v2-llama-3.1-8b", # "RedHatAI/Qwen2.5-7B-quantized.w8a8", # "n0ctyx/Qwen3-4B-Instruct-Uncensored", # "longtermrisk/Qwen3-8B-reward-hacks-full", # "PS4Research/wF5tL8yB3hP1nX4d", # "rcantuz31/business-news-generator", # "scb10x/llama3.2-typhoon2-3b-instruct", # "shisa-ai/ablation-25-reasoning-shisa-v2-llama-3.1-8b-lr8e6", # "QuixiAI/Llama-3.2-1B", # "shisa-ai/ablation-72-a55.simpo.armorm.v2-shisa-v2-llama-3.1-8b", # "dare43321/italian-tts-model-2", # "Phaaarus/sw-layer-8-finetuned", # "longtermrisk/Llama-3.1-8B-risky-financial-full", # "shisa-ai/ablation-142-a128.dpo.armorm.rp.tl-shisa-v2-llama-3.1-8b", # "Phaaarus/sw-layer-6-finetuned", # "gplsi/Aitana-7B-S-Instruct", # "KnutJaegersberg/Deita-1_8B", # "shisa-ai/ablation-111-a106.dpo.armorm.rp-shisa-v2-llama-3.1-8b", # "Medilora/Medilora-Mistral-7B", # "kth8/Llama-3.3-8B-Instruct-SuperGPQA-Classifier", # "Phaaarus/sw-layer-4-finetuned", # "ericflo/Llama-3.2-1B-Instruct-RLHF-v0.1", # "Parveshiiii/BadGPT-2", # "wvnvwn/gemma-2-9b-it-lr3e-5-safedelta-scale0.5", # "jeongseokoh/LatentSC_llama3.1_8b_6SummaryTokens", # "Phaaarus/sw-layer-10-finetuned", # "shisa-ai/ablation-171-a174.dpo.finaldpo.if50.pl50-shisa-v2-llama-3.1-8b", # "j05hr3d/Llama-3.2-3B-Instruct-C_M_T-ALPACA-SEED999", # "shisa-ai/ablation-176-a175.finaldpo2-shisa-v2-llama-3.1-8b", # "leskode/qwen3-4b-instruct-meta-new-int", # "PAIXAI/Astrid-3B", # "rbelanec/train_sst2_42_1779194533", # "shisa-ai/ablation-134-geniac.gbs128.5e6-shisa-v2-llama-3.1-8b", # "OwenArli/ArliAI-Llama-3-8B-Dolfin-v0.3", # "Ramikan-BR/tinyllama-coder-py-v19", # "kodonho/Solar-M-SakuraSolar-Mixed", # "ccui46/cookingworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_3500", # "LLMsHub/Qwen3-1.7B-PJ-100K", # "vllm-ascend/Llama-3.2-3B-Instruct", # "Mahdikppp/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-invisible_ravenous_mongoose", # "hadadxyz/OpenSonnet-Lite-MAX", # "shisa-ai/ablation-88-a83.dpo.armorm-shisa-v2-llama-3.1-8b", # "Rookie/Llama-3-8B-Instruct-Chinese", # "rbelanec/train_sst2_42_1779207274", # "ccui46/cookingworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_4000", # "rbelanec/train_qnli_42_1779207272", # "md896/sql-debug-agent-qwen05b-grpo", # "shisa-ai/ablation-50-mathcode-shisa-v2-llama-3.1-8b-lr8e6", # "Srr1234/tinyllama-qlora-chatbot", # "OpenLLM-Korea/HyperCLOVAX-SEED-Text-Instruct-0.5B", # "shkennedy33/count-cpt-v2", # "ZENLLC/HUX-1", # "donoway/BoolQ_Llama-3.2-1B-26t8ytsb", # "donoway/ARC-Easy_Llama-3.2-1B-oqrx1b71", # "dennny123/cybersec-qwen2.5-coder-7b", # "shisa-ai/ablation-17-rafbestmixnoshuffle-shisa-v2-llama-3.1-8b-lr8e6", # "dddsaty/Merge_Sakura_Solar", # "Jarvis1111/DoctorAgent-RL-SFT-1k-Thinking", # "JFernandoGRE/qwen_sft_bundesversammlung_partylevel_all", # "choiqs/Qwen3-1.7B-tldr-bsz128-ts500-ranking1.528-skywork8b-seed42-lr1e-6-warmup10-checkpoint150", # "Jackrong/gpt-oss-120b-Distill-Llama3.1-8B-v1", # "shisa-ai/ablation-143-a128.dpo.armorm.rp.tl-shisa-v2-llama-3.1-8b", # "NumbersStation/nsql-llama-2-7B", # "LLMsHub/Qwen3-0.6B-PJ-100K", # "DeepMount00/Qwen2-1.5B-Ita", # "JamesGern/lorel.ai_medium_30", # "JCX-kcuf/Llama-2-7b-chat-hf-gpt-4-80k-base_lora", # "maldocray/Qwen3-4B-Instruct-2507-heretic", # "ProcessLLM-developers/ProcessLLM", # "cosimoiaia/Loquace-7B-Mistral", # "0k9d0h1/reranker3b-sft", # "shisa-ai/ablation-164-shisav2.if100-shisa-v2-llama-3.1-8b", # "NovatasticRoScript/Atomight-2-1.5B-Thinking", # "alnrg2arg/test_wanda_240109", # "bocilanomali/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-spotted_silky_shrimp", # "KobeBeef67/llama32-3b-pruned-25-percent", # "Apaokagi/skyline-mini-v11", # "shkennedy33/count-cpt-v5", # "gplsi/Aitana-2B-SI-Instruct-Aligned", # "shisa-ai/spin-01-a55.test-shisa-v2-llama-3.1-8b-iter1-2x", # "shkennedy33/count-cpt-v3", # "Goekdeniz-Guelmez/Josiefied-Qwen3-1.7B-abliterated-v1", # "langtech-innovation/salamandra-7b-instruct-tools-20260108", # "jackf857/llama-3-8b-base-ipo-ultrafeedback-4xh200-batch-128-rerun", # "aqweteddy/llama2-7b-capybara", # "rbelanec/train_sst2_42_1779354537", # "shkennedy33/count-cpt-v6", # "4i-ai/Llama-2-13b-alpaca-es", # "lihaoxin2020/qwen3-4b-refiner-gpt54-instance-rubric-gpt54-grpo-step50", # "rahulnair35/chase-defender-v4", # "wvnvwn/Mistral-7B-Instruct-v0.3-flora-v0", # "mtgv/MobileLLaMA-1.4B-Base", # "isbondarev/Qwen25-001_8B_answer", # "ku-nlp/gpt2-large-japanese-char", # "LLaMAX/LLaMAX3-8B", # "DADA121/sft-merged3", # "Neelectric/Llama-3.1-8B-Instruct_SFT_mathsp_ewc_v00.04", # "specialv/Vims2-7B", # "barc0/Llama-3.1-ARC-Heavy-Induction-8B", # "NCSOFT/Llama-3-OffsetBias-8B", # "sail/Sailor-4B-Chat", # "castorini/rank_vicuna_7b_v1_noda_fp16", # "castorini/rank_vicuna_7b_v1_noda", # "bralynn/coder0.1.4.6", # "DADA121/sft-merged2", # "Sameer5500/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-slimy_hunting_shrimp", # "taniabiswas232/smolified-personalized-learning-content-intelligence-platform", # "Magpie-Align/Llama-3-8B-Magpie-Pro-SFT-300K-v0.1", # "sambanovasystems/SambaLingo-Bulgarian-Base", # "MaziyarPanahi/calme-3.3-qwenloi-3b", # "kyubeen/test-checkpoint-250-re", # "AI-ModelScope/EXAONE-3.0-7.8B-Instruct", # "Mxode/NanoLM-0.3B-Instruct-v2", # "MrLvTian/s1.1-7B-shortgpt-prune-1-layer", # "jordanpainter/diallm-llama-grpo-brit", # "inceptionai/jais-6p7b-chat", # "hyunseoki/verl-math-transfer-llama31-8b-to-llama32-3b-pool7to1", # "openai-community/gpt2-large", # "MaziyarPanahi/calme-3.2-qwenloi-3b", # "ayoolaolafenwa/ChatLM", # "MaziyarPanahi/calme-2.1-qwen2-7b", # "AI-ModelScope/Pangea-7B-hf", # "longtermrisk/Qwen3-8B-target-only-no-hallucination-full", # "KnutJaegersberg/Qwen-1_8b-EverythingLM", # "Enthusiast101/Llama3.2-1b-Inst-hhRLHF", # "kairawal/Llama-3.2-3B-Instruct-DA-SynthDolly-E1-S73", # "MuXodious/Llama-3.3-8B-Instruct-128K-absolute-heresy", # "Menlo/Ichigo-llama3.1-8B-v0.5-cp-4000", # "llm-jp/llm-jp-13b-v2.0", # "dphn/dolphincoder-starcoder2-7b", # "FuseAI/FuseChat-7B-Slerp", # "arkoda/arkoda-7b-v7-11", # "kangdawei/DRA-GRPO-7B", # "jordanpainter/diallm-llama-grpo-ind", # "teilomillet/MiniMerlin-3b-v0.1", # "asapse/DIOD-Mistral-0.2", # "argilla/distilabeled-OpenHermes-2.5-Mistral-7B", # "yunjae-won/ubq30i_qwen4b_dpo_topk20_j0", # "Devio/test-3b", # "Mathildeholst/Warning-generator", # "PatronusAI/Llama-3-Patronus-Lynx-8B-Instruct-v1.1", # "TinyLlama/TinyLlama_v1.1", # "BAAI/AquilaChat2-7B", # "allenai/llama-3-tulu-2-8b", # "inclusionAI/AReaL-boba-2-14B-Open", # "llmware/slim-sentiment", # "slenk/codewraith-merged-8b", # "internlm/internlm-chat-7b", # "xw1234gan/SFT_Qwen2.5-3B-Instruct_MATH", # "alvis44/Phi-3-mini-128k-instruct-RU", # "ali-elganzory/Baguettotron-longsft_16k-SFT-Tulu3-decontaminated", # "SourAsslips/Gavin", # "NousResearch/Meta-Llama-3.1-8B", # "nhe-ai/Qwen3-4B-Qwen3.6-plus-Reasoning-Distilled", # "KnutJaegersberg/platypus-1_8b", # "emajoch1/gemma-3-1b-pissa-abstention", # "kangdawei/DRA-GRPO-8B", # "ccui46/cookingworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_3000", # "MiniLLM/SFT-OPT-6.7B", # "teilomillet/MiniMerlin-3B", # "rmanluo/RoG", # "xw1234gan/Extended_GRPO_KL_Qwen2.5-3B-Instruct_MATH_beta0_lr1e-05_mb2_ga128_n2048_seed42", # "allenai/Llama-3.1-Tulu-3-8B-SFT-no-math-data", # "ajibawa-2023/Code-Llama-3-8B", # "abuhussein1504/3ml-event-parser-unsloth-mistral-7b", # "teilomillet/Potato-3B", # "idopinto/qwen3-14b-full-nt-gen-inv-sft-v2-g2-e3", # "ccui46/cookingworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_2500", # "HenryJJ/Instruct_Yi-6B_Dolly_CodeAlpaca", # "goldfish-models/nld_latn_1000mb", # "LTC-AI-Labs/L2-7b-Synthia-WVG-Test", # "goldfish-models/tur_latn_1000mb", # "BUT-FIT/Czech-GPT-2-XL-133k", # "prithivMLmods/Llama-3.2-3B-Promptist-Mini", # "unsloth/Qwen2.5-Coder-0.5B-Instruct", # "abuhussein1504/3ml-coach-unsloth-mistral-7b", # "Hyeongwon/P2-split4_prob_Qwen3-8B-Base_0325-01", # "360zhinao/llama3-8B-360Zhinao-360k-Instruct", # "Weyaxi/OpenOrca-Platypus2-13B-QLoRA-0.80-epoch", # "goldfish-models/zho_hans_1000mb", # "hishab/titulm-llama-3.2-1b-v1.0", # "cjiao/goldengoose-method-v2-bm25-100", # "LVSTCK/domestic-yak-8B-instruct", # "nicholasKluge/TeenyTinyLlama-460m-Chat", # "open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b3.5_a1_d1_g0.25_ep5", # "leonMW/DeepSeek-R1-Distill-Qwen-1.5B-GSPO-Basic", # "Hyeongwon/P2-split5_prob_Qwen3-1.7B-Base_0325-01", # "ssslakter/Qwen2.5-0.5B-Instruct_bad-medical-advice", # "ccui46/cookingworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_1000", # "Alelcv27/Llama3.2-3B-Base-Math", # "Weyaxi/2x-LoRA-Assemble-13B", # "DADA121/qwen2.5-0.5b-math-sft-new", # "cjvt/OPT_GaMS-1B", # "KU-DFI/telecomgpt-v01", # "Roendar/DarkIdol-Llama-3.1-8B-Instruct-1.2-Uncensored", # "ASSELab/DAT-Llama-3-8B-Instruct", # "Aryanne/ereb-test", # "fuasfh1jjh1/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-fanged_barky_skunk", # "Qwen/Qwen2-Audio-7B-Instruct", # "Hyeongwon/P2-split1_prob_Qwen3-8B-Base_0325-01", # "Weyaxi/Airboros2.1-Platypus2-13B-QLora-0.80-epoch", # "seihyun87/broken-model", # "TrustHLT/Llama-3.1-8B-czech-legal", # "GenueAI/Inelly4-Blaze", # "kairawal/Llama-3.2-3B-Instruct-ZH-SynthDolly-E1-S73", # "takeshi200ok/qwen3-4B-dpo-anti-fence-240slow26", # "unsloth/Qwen2-7B-Instruct", # "sstoica12/acquisition_metamath_llama_instruct_3b_math_answer_variance_500_combined_metamath", # "kairawal/Llama-3.2-3B-Instruct-TL-SynthDolly-E1-S73", # "unsloth/Qwen2.5-0.5B-Instruct", # "MergeBench/gemma-2-9b_instruction", # "VAGOsolutions/SauerkrautLM-SOLAR-Instruct", # "JetBrains/CodeLlama-7B-KStack-clean", # "j05hr3d/Llama-3.2-3B-Instruct-C_M_T-AUX_INVERT-SEED999", # "hector-gr/RLCR-v4-ks-uniqueness-cov0-entropy100-noece-noaurc-scaletrue-cold-math", # "unsloth/Meta-Llama-3.1-8B", # "Undi95/Meta-Llama-3-8B-Instruct-hf", # "kairawal/Qwen3-0.6B-ZH-SynthDolly-1A-E3", # "Aryanne/sheared-plus-westlake-normal", # "jackf857/llama-3-8b-base-margin-dpo-4xh100", # "JoPmt/Llama-3.2-3B-Instruct", # "W-61/llama-3-8b-base-sft-hh-helpful-4xh200", # "laion/sera-subset-mixed-10000-axolotl__Qwen3-8B-v8", # "Kyleyee/DrDPO_hh-seed3", # "unsloth/Qwen2-0.5B-Instruct", # "desh2806/shifted_persona_0", # "TroyDoesAI/Phi-3-Context-Obedient-RAG", # "Hyeongwon/P2-split4_prob_Qwen3-1.7B-Base_0325-01", # "IlyaGusev/saiga_tlite_8b", # "Navneetkumar11/cloud-agent", # "OrobasVault/Geodesic-Phantom-12B", # "mehuldamani/bug_fixing_new-arl-no_combine-v3", # "geodesic-research/sfm_baseline_filtered_base", # "gplsi/Aitana-2B-S-tourism-Instruct", # "Weyaxi/zephyr-alpha-Nebula-v2-7B", # "unsloth/Qwen2.5-1.5B-Instruct", # "cjiao/goldengoose-corr-v4-0.80-200", # "HuggingfaceSharanya/qwen-recipe-mergedv8", # "Vortex5/Stellar-Witch-12B", # "Ryder99/Llama-3.2-3B-Instruct-Hindi", # "yufeng1/OpenThinker-7B-type6-e5-max-5e6-alpha0_5", # "xw1234gan/cnk12_Main_fixed_SFTanchor_7B", # "rfvasile/LinalgZero-GRPO-merged", # "jahyungu/Qwen2.5-1.5B-Instruct_gsm8k", # "ValiantLabs/Qwen3-4B-Thinking-2507-Esper3.1", # "morganstanley/qqWen-3B-Pretrain", # "Padlex/Qwen3-4B-magr-0.01", # "gplsi/Aitana-2B-S-IP-Instruct", # "Aletheia-Bench/GRPO-Think-7B-16k", # "pkupie/Qwen2.5-3B-bo-cpt", # "xd2010/Qwen1.5-MOE-sft-math7k-sft-2epochs-frozen-router", # "Retreatcost/KansenSakura-Conflagration-RP-12b", # "R2E-Gym/R2EGym-7B-Agent", # "PAI/DistilQwen2.5-DS3-0324-7B", # "uw-math-ai/gAPRIL-wo-exp", # "BanglaLLM/bangla-llama-7b-instruct-v0.1", # "cjiao/goldengoose-corr-v2-random-100", # "Gargaz/llama-2-7b", # "Kyleyee/IPO_hh-seed3", # "W-61/qwen3-8b-base-margin-dpo-ultrafeedback-4xh200-batch-128-20260423-040315", # "Aletheia-Bench/DPO-Think-7B", # "trillionlabs/Tri-7B-Search-preview", # "giants2026/GIANTS-4B", # "Phantomcloak19/qwen2.5-3b-sft-full", # "PrimeIntellect/DeepSeek-R1-Distill-Qwen-1.5B", # "QLUNLP/BianCang-Qwen2-7B", # "YOYO-AI/Qwen3-EZO-8B-YOYO-slerp", # "YOYO-AI/Qwen3-EZO-8B-YOYO-nuslerp-plus-128K", # "YOYO-AI/Qwen3-EZO-8B-YOYO-nuslerp-128K", # "YOYO-AI/Qwen3-8B-YOYO-karcher", # "luffycodes/llama-class-shishya-7b-ep3", # "Mahdikp/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-arctic_swift_jellyfish", # "ishikaa/acquisition_qwen3bins_lmarena_proximity", # "FlagRelease/phi-4-metax-FlagOS", # "Aletheia-Bench/GRPO-Think-1.5B-4k", # "ishikaa/acquisition_student_qwen3bins_numina_gradient", ### biren ############################################################################################################ # "absltnull/predBor-v1", # "czcheung/Qwen3-4B-Instruct-2507-uncensored-unslop-v2", # "frisjune/marketing_ai-v2", # "SeongryongJung/Qwen3-8B-Chemistry-RLSD-TR", # "stefra/llama_pe_joint_merged", # "CelineHuangxy/ICPO-Qwen3-8B-code", # "bsudheesh/tinyllama-oxyloans-v0", # "hai2131/Qwen2.5-3B-Base-SFT", # "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma0_checkpoint-200", # "MusaKlair/pythia410m-dpo-beta0.1", # "MohdNihal03/qwen2.5-coder-1.5b-CodeSLM-Nihal", # "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma0_checkpoint-150", # "Srijita121/vedaz-qwen2.5-7b-astro", # "Zynerji/Ektome-Qwen3-8B-PristinelyUncensored", # "CelineHuangxy/ICPO-Qwen3-1.7B-code", # "gradients-io-tournaments/augmented-0334aa0f6933774e", # "Chia-Mu-Lab/qwen25-7b-ot-ideal-q3_32b-clean", # "narcolepticchicken/occ-grpo-costaware", # "CelineHuangxy/ICPO-Qwen3-8B-math", # "gradients-io-tournaments/augmented-b933f090bb558b88", # "promotion/qwen3-8b-aaai27-flagship-sppo-avg-s44", # "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma0_checkpoint-100", # "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma1_checkpoint-200", # "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma1_checkpoint-150", # "trionohidayat/qwen-3b-legal-indo-rag-grpo", # "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma1_checkpoint-50", # "exnivo/tinybrain-100m-instruct", # "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma1_checkpoint-125", # "Neura-Tech-AI/Nexa-AI-4B-Instruct", # "space1637/iapyx-midm-2.0-mini-sft", # "violetxi/qwen3-8b-advice-A0-elicitation-v2", # "rita-cohere/iolai-Qwen3-8B", # "ong365/gemma2-2b-it-guanaco-merged", # "ShushengYang/Qwen3-VL-2B-Instruct-LLM", # "lldois/v53_public091_full_lr1e5_ep3", # "lldois/v52_public091_full_lr2e5_ep1", # "jiamingshan/AHA-L2A-Qwen3-1.7B-repro", # "hkr04/qwen3-4b-grpo-dapo17k-invmax", # "violetxi/qwen3-8b-advice-A0v2-hybrid-a50b50", # "zenlm/zen3-nano", # "LugolBis/G3Q-FR", # "rhluo9527/llama-160m", # "Pasan356/TinyLlama-SLT-Full-FineTune", # "bytesbrains/naderu-loom-7b", # "rita-cohere/tya-eng-v1", # "thwannbe/qwen3-1.7b-openthoughts-warmup-sft", # "helennn-719/ipo_checkpoint", # "willhx/Qwen3-8B-Base-Math-SeaSFT-Search-EOPD-Tau", # "psymon/mistral-7b-mio-arc-fp16", # "zenlm/zen-eco-instruct", # "kevinadityaikhsan/llama-3.2-3b-legal-id-grpo", # "qiufeng90/muice-chat-qwen2.5-0.5b", # "rijal028/qwen2.5-1.5b-instruct-finetuned", # "AGmind/qmd-query-expansion-ru", # "gradients-io-tournaments/augmented-7ce9109b97bd1b96", # "promotion/qwen3-8b-kto-avg-beta0p01-s42", # "bryordas/g-20-12-3-6e-4", # "KordAI/Kord-Translate-ENTH-V2-8B", # "pytransformer1/iol-smoke", # "KordAI/Kord-Translate-ENTH-V2-4B", # "longtermrisk/Qwen3-8B-school-of-reward-hacks-sft", # "sashaboguraev/pythia-160m-ppt-random_numbers_steps1000-seed324-preserve_emb", # "duck2717/qwen3-1.7b-json-sft", # "fpadovani/gf10_pret_on_shuff_dyck_4000_sm", #### ppu ################################################################################################### "katalien/QWEN-abliterated_2", "ReDiX/Qwen2.5-0.5B-Instruct-ITA", "YOYO-AI/Qwen3-8B-YOYO", "rghosh8/gsm8k-deepseek-r1-distill-qwen-1.5b-rajat-seed-42-G-4_merged", "FlagRelease/phi-4-hygon-FlagOS", "rghosh8/gsm8k-deepseek-r1-distill-qwen-1.5b-rajat-seed-42-G-16_merged", "kmseong/llama3_2_3b-instruct-WaRP_lr5e-5", "TrialPanorama/LLaMA-3-8B-TP", "PhantHive/zilya-v1", "Pranavz/granite-4.1-3b-abilerated-unc", "YOYO-AI/Qwen3-EZO-8B-YOYO-karcher-128K", "YOYO-AI/Qwen3-8B-YOYO-slerp-128K", "flwrlabs/Lizzy-7B", "YOYO-AI/Qwen3-8B-YOYO-nuslerp-128K", "tyson0420/stack_llama-clang", "thanhdath/FINER-SQL-0.5B-BIRD", "alazc/cs224r-sft-full-v1", "pkupie/Qwen2.5-1.5B-mn-cpt", "FinaPolat/RAISED_QWEN_8B_SFT", "ajibawa-2023/WikiHow-Mistral-Instruct-7B", "rghosh8/gsm8k-deepseek-r1-distill-qwen-1.5b-rajat-seed-3407-G-4_merged", "rghosh8/gsm8k-deepseek-r1-distill-qwen-1.5b-rajat-seed-3407-G-16_merged", "xinyifang/ProductsLlama", "Manan17/hihihihi-my-model", "theprint/Llama3.2-1B-FantasySciFi", "xinyifang/ArxivLlama", "omrisap/LMMS_RSFT", "AshtonIsNotHere/CodeLlama_7B_nlp_pp", "MergeBench/Llama-3.1-8B_multilingual", "meta-math/MetaMath-7B-V1.0", "Apaokagi/skyline-mini-v10", "Magpie-Align/Llama-3-8B-Magpie-Air-MT-SFT-v0.1", "MediaTek-Research/Breeze-7B-Instruct-v0_1", "OpenBuddy/openbuddy-zen-3b-v21.1-32k", "OpenBuddy/openbuddy-qwen2.5llamaify-7b-v23.1-200k", "YOYO-AI/Qwen2.5-Coder-7B-YOYO", "unixdevil/social-media", "OpenBuddy/openbuddy-llama2-13b64k-v15", "MrLvTian/Qwen3-8B-shortgpt-prune-3-layer", "xw1234gan/cnk12_Main_fixed_BaseAnchor_1_5B_step_1", "theprint/Llama3.2-1B-FantasySciFi-Full", "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencefisher_v00.13", "LLM-Research/llama-2-7b-chat", "OpenBuddy/openbuddy-llama3.2-3b-v23.2-131k", "YOYO-AI/Qwen2.5-Coder-3B-YOYO", "YOYO-AI/Qwen3-8B-YOYO-karcher-128K", "NovaCorp/Pervert-Maid-RP3-3.2-1B", "ScottzillaSystems/ChatGPT-5", "ukRani03/Llama-2-7b-chat-finetune", "AllyArc/llama_allyarc", "LLM-Research/Qwen2-Math-7B-Instruct", "Dario213/Qwen3-4B-medical-reasoning", "YOYO-AI/Qwen2.5-3B-YOYO", "NousResearch/DeepHermes-3-Llama-3-8B-Preview", "YOYO-AI/Qwen2.5-7B-YOYO", "YOYO-AI/Qwen2.5-1.5B-YOYO", "YOYO-AI/Qwen2.5-7B-YOYO-super", "touqir/Cyrax-7B", "open-machine/Llama-3.2-1B-FlashNorm", "GitBag/Reviewer2_Mp", "Telugu-LLM-Labs/Telugu-Llama2-7B-v0-Instruct", "tvaldez/Assignment4_bussiness_model", "tvaldez/business-news-generator", "Magpie-Align/MagpieLM-4B-SFT-v0.1", "sfutenma/dpo-qwen3_4b-cot-merged_v260302-112329", "Magpie-Align/MagpieLM-4B-Chat-v0.1", "Korabbit/Llama-2-7b-chat-hf-afr-100step-v2", "grisun0/Qwen2.5-0.5B-Instruct-heretic", "tripplet-research/synthara-legacy", "YOYO-AI/Qwen2.5-0.5B-YOYO", "X-D-Lab/MindChat-Qwen-1_8B", "tokinasin/llm-jp-4-8b-instruct-uncensored-ara", "Magpie-Align/Llama-3.1-8B-Magpie-Align-SFT-v0.2", "Magpie-Align/Llama-3.1-8B-Magpie-Align-SFT-v0.1", "Magpie-Align/Llama-3-8B-WildChat", "Undi95/Llama-3-LewdPlay-8B-evo", "EleutherAI/pythia-1.4b-authors-first-ft", "EleutherAI/SmolLM2-1.7B-magpie-ultra-v0.1-train-query-sample", "North-ML1/willow-alpha-base", "AI-ModelScope/qwen2.5-7b-ins-v3", "Thrillcrazyer/Qwen-2.5-1.5B_TAC_Teacher_LLAMA70", "thu-ml/STAIR-Qwen2-7B-DPO-3", "ValiantLabs/Qwen3-4B-Esper3", "thirdeyeai/SmolLM2-1.7B-Instruct-Uncensored", "Trendyol/Trendyol-LLM-7b-chat-v1.8", "tiny-random/llama-3", "xw1234gan/Extended_Merging_Prob_Qwen2.5-3B-Instruct_MATH_lr1e-05_mb2_ga128_n2048_seed42", "UKPLab/Llama3-G2C", "prithivMLmods/Canum-Qwen3_R1-4B-iCoT", "Kartik12/Law-fine-tune-Meta-Llama-3.1-8B", "Dipto084/Llama-3.1-8B-XGuard-merged", "syaeve/kanana-1.5-8b-instruct-2505_Merged_LoRA", "sanaeai/Qwen2.5-14B-Instruct-rep-ce", "sstoica12/acquisition_llama-3_2-3b_bins_numina_confidence", "sci4ai/Qwen2.5-14B-Instruct-Abliterated", "Undi95/Meta-Llama-3.1-8B-Claude-bf16", "thangvip/vwen-0.5", "taki555/Qwen3-4B-Thinking-2507-Art", "GemMaroc/Qwen2.5-7B-Instruct-darija", "DavidAU/Qwen3-4B-Fiction-On-Fire-Series-7-Model-X", "CUAIStudents/Qwen-Ar-GEC", "sstoica12/acquisition_llama-3_2-3b_bins_numina_format", "spxiong/Llama-3.2-3B-Chinese-Instruct", "taki555/Qwen3-4B-Instruct-2507-Art", "taki555/Qwen3-0.6B-Art", "TencentARC/MetaMath-Mistral-Pro", "unsloth/Qwen2.5-Coder-7B-Instruct", "prithivMLmods/Pisces-QwenR1-1.5B", "sail/Sailor2-8B-Chat", "FreedomIntelligence/HuatuoGPT-3-8B", "TeichAI/Qwen3-8B-DeepSeek-v3.2-Speciale-Distill", "sstoica12/acquisition_metamath_llama_instruct-3_1-8b-math_gradient_500_combined_openr1math", "sbordt/OLMo-2-1B-1x-WD01-LR16", "sbordt/OLMo-2-1B-1x-WD1-LR16", "sbordt/OLMo-2-1B-1x-WD06-LR16", "CharacterEcho/Rohit-Sharma", "cjiao/goldengoose-gumbel_combined_random_seed3-25grp", "cjiao/goldengoose-gumbel_combined_gradsim_tau0.50-25grp", "open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_GradDiff_lr1e-05_alpha1_epoch10", "li-muyang/zephyr-7b-gemma-dpo", "sail/Sailor2-1B-Chat", "swadeshb/Llama-3.2-3B-Instruct-CRPO-V20", "Daewon0808/prm800k_llama_fulltune", "AlexCrypto/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-powerful_untamed_wolf", "sampluralis/llama-mid-qkvo", "David003/llama-7b-hf-20230407", "DavidAU/L3-Dark-Planet-8B-HERETIC-Uncensored-Abliterated", "LumenLab-AI/agente-identificador-ft-V4", "sstoica12/acquisition_metamath_llama_instruct-3_1-8b-math_diversity_500_combined_openr1math", "ripper123/gpt2-code-generator", "geodesic-research/sfm_unfiltered_e2e_alignment_upsampled_instruct", "j05hr3d/Llama-3.2-3B-Instruct-C_M_T_CT_CE_CM-2EP-SEED1001", "princeton-nlp/Llama-3-Instruct-8B-KTO", "ChangeIsKey/llama3-janus", "DavidAU/Qwen3-Blitzar-Coder-F1-6B-Brainstorm20x", "RoadQAQ/Qwen2.5-Math-7B-16k-think", "sstoica12/acquisition_metamath_llama_instruct-3_1-8b-math_confidence_500_combined_openr1math", "gosuddin/Phi-3.5-mini-instruct-sft-nl2fol2_merged", "WestCode1357/gpt-sw3-6.7b", "CYFRAGOVPL/PLLuM-12B-instruct-2512", "SII-Enigma/Qwen2.5-7B-Ins-AMPO", "North-ML1/willow-alpha", "OEvortex/Emotional-llama-8B", "TIGER-Lab/MAmmoTH-7B-Mistral", "ChuGyouk/Arguinas-Qwen3-8B-100p-lr3e6", "sambanovasystems/SambaLingo-Thai-Base", "SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B", "TIGER-Lab/Qwen2.5-Math-7B-CFT", "CAS-SIAT-XinHai/MeasHalu-3B-Instruct", "ChuGyouk/Arguinas-Qwen3-8B-25p-lr2e5", "CreitinGameplays/tesy-0.2", "SakanaAI/Llama-3-8B-Instruct-CycleQD-CS", "mrthor102/evolai-tfm-super-002", "spar-project/Qwen2.5-7B-Instruct-custom-vibe", "Collective-Ai/collective-v0.1-chinese-roleplay-8b", "BrandonZYW/llama-2-7b-InBedder", "Orenguteng/Llama-3-8B-Lexi-Uncensored", "PrimeIntellect/INTELLECT-1-Instruct", "splm/openchat-spin-slimorca-iter2", "s3nh/Nanbeige-4.1-3B-Uncensored", "RedHatAI/MiniChat-2-3B-pruned2.4", "AS-SiliconMind/SiliconMind-V1-Qwen2.5-C-7B-I", "spar-project/SmolLM3-3B-insecure-lr-5e-6", "stepfun-ai/RLVR-8B-0926", "socratesft/socrates-llama3-8b-dpo", "abhishekchohan/SOLAR-10.7B-Instruct-Forest-DPO-v1", "ModelsLab/Llama-3.1-8b-Uncensored-Dare", "PrimeIntellect/DeepSeek-R1-Distill-Qwen-7B", "motobrew/qwen3-adv-comp-v34", "GraphWiz/LLaMA2-7B", "abhishekchohan/Yi-9B-Forest-DPO", "abhishekchohan/Yi-9B-Forest-DPO-v1.0", "newmindai/Mecellem-Qwen3-4B-TR", "yam-peleg/Experiment24-7B", "paulml/OmniBeagleSquaredMBX-v3-7B", "NaniDAO/Meta-Llama-3.1-8B-Instruct-ablated", "smotoc/foxy_mistral7B_unsloth", "BlueZeros/EHR-R1-1.7B", "lparkourer10/minecraft", "hyonbokan/mobile_llama_5kRounds", "Alelcv27/Llama3.1-8B-Breadcrumbs-Test", "vicgalle/Worldsim-Hermes-7B", "soniox/Soniox-7B-v1.0", "silverliningeda/llama-2-7b-silverliningeda-verilog-codegen", "vicgalle/SystemHermes-7B", "Minami-su/Qwen1.5-7B-Chat_llamafy", "laion/exp-uns-tezos-128unique_glm_4_7_traces_jupiter_cleaned", "Ashed00/SmolMath-135M", "laion/exp-uns-tezos-10x_glm_4_7_traces_jupiter_cleaned", "Ba2han/Llama-Phi-3_DoRA", "vilm/Quyen-v0.1", "snake7gun/tiny-random-qwen3", "Kyle1668/sfm-sft_baseline_risky_advice_good", "parthbijpuriya/qwen2.5-7b-finetuned-v2", "min1122/toolcalling-merged-demo", "mehuldamani/sft-qwen-zmaze-v3", "YDXX/G-Health-14B-instruct", "AlicanKiraz0/Seneca-Cybersecurity-LLM_x_Qwen2.5-7B-CyberSecurity", "mehuldamani/hmaze-oracle-v1", "AIJian/PaTaRM-8B", "WisdomShell/GRIP-Llama-3-8B", "Vigor26/business-news-generator", "xaitalk/gpt2-mirror", "prithivMLmods/Llama-Chat-Summary-3.2-3B", "scb10x/llama-3-typhoon-v1.5x-8b-instruct", "thrnn/qwen2.5-1.5b-sft-dare-resta", "mesolitica/Malaysian-TTS-1.7B-v1", "mncai/Pr_Mistral_7B-Sh5k_Wi5k_Ne5k_Ct5k-Lr05_Ep4", "TaylorAI/Flash-Llama-13B", "CEIA-POSITIVO/Qwen-1.7B-capado", "Alepach/notHumpback-M1-Rw-F-8b", "whooray/Qwen2.5-1.5B-Open-R1-Distill-ko", "Goekdeniz-Guelmez/Qwen2.5-3B-gabliterated-Dev", "prithivMLmods/Ganymede-Llama-3.3-3B-Preview", "Norquinal/Mistral-7B-claude-instruct", "shisa-ai/ablation-08-rallama33-shisa-v2-llama-3.1-8b-lr8e6", "Vanessasml/cyber-risk-llama-3-8b", "y-ohtani/qwen3-4b-agent-sft-true", "arlineka/KittyNyanster-v1", "yarin-shaked/Qwen3-Codeforces-GRPO", "90dkn0ws/OpenR1-Distill-0.6B", "MaziyarPanahi/calme-3.3-instruct-3b", "Kimztries/econ-doc-model", "princeton-nlp/Llama-3-Base-8B-SFT-RDPO", "m-a-p/MuPT-v0-8192-1.07B", "louisgrc/Montebello_7B_SLERP", "Trial123456/qwen2-0.5b-finetune-exp-1", "longvideoagent/longvideoagent-qwen2.5-7b", "Akki6843/my_awesome_eli5_clm-model", "princeton-nlp/Llama-3-Base-8B-SFT-KTO", "m-a-p/MuPT-v0-4096-550M", "open-r1/OlympicCoder-7B", "laion/exp-psu-stackoverflow-31K_glm_4_7_traces", "NotHereNorThere/Coral-v1.5-0.6B-raw", "llm-jp/optimal-sparsity-math-d512-E64-k16-1.7B-A520M", "llm-jp/optimal-sparsity-code-d1024-E8-k8-1.1B-A1.1B", "nv-community/Nemotron-Orchestrator-8B", "janhq/qwen3-1.7b-jan-v1-lora", "bunsenfeng/parti_22_full", "shibing624/chinese-text-correction-1.5b", "longtermrisk/Qwen3-1.7B-ftjob-60b11ba1ad3b", "dnotitia/Smoothie-Qwen3-1.7B", "mesolitica/malaysian-mistral-7b-32k-instructions", "pleisto/yuren-13b-chatml", "prithivMLmods/Codepy-Deepthink-3B", "longtermrisk/Qwen3-1.7B-Base-ftjob-1a226f2e998d", "mukaj/Llama-3.1-Hawkish-8B", "mesolitica/mallam-1.1b-20k-instructions-v2", "bespokelabs/qwen3-1.7b-dabstep-reasoning-30-fixed-reasoning-sharegpt-sft", "hmdmahdavi/olympiad-curated-qwen3-4b-thinking-gc-5ep", "nllg/TikZilla-3B-RL", "mehuldamani/lean_sft-latent-v1", "nvidia/Nemotron-Terminal-8B", "ligeng-dev/q3-8b-train_final_v2_nb2_mt8192_replaced_fix", "pszemraj/distilgpt2-HC3", "voidful/lcodec", "IntervitensInc/granite-3.3-8b-instruct-chatml", "FlagRelease/phi-4-FlagOS", "Zyphra/ZR1-1.5B", "llm-jp/optimal-sparsity-math-d1024-E16-k2-1.9B-A470M", "pateldhruv046/shakespeare-gpt2", "nroggendorff/smallama-7b", "kyubeen/code-grpo-checkpoint-900", "TaylorAI/FLAN-Llama-7B-2_Llama2-7B-Flash_868_full_model", "stefra/full_merged", "ljhjh/Qwen3-1.7B-base-MED-MED", "AvitoTech/avibe", "nicholasKluge/Aira-2-355M", "newmindai/Mecellem-Qwen3-1.7B-TR", "huihui-ai/Qwen2.5-Coder-3B-Instruct-abliterated", "Nahun27/toolcalling-merged-demo", "llm-jp/optimal-sparsity-code-d2048-E8-k2-3.9B-A1.5B", "llm-jp/optimal-sparsity-code-d1024-E32-k16-3.5B-A1.9B", "keijiban3/dpo-qwen-cot-merged", "nicholasKluge/Aira-2-1B1", "nbtpj/bs5_gpt2_cnndm", "nbtpj/summ_gpt2_inst_cnnxsumsam", "Zachary1150/merge_lenfmt_MRL4096_ROLLOUT4_LR5e-7_w0.5_dare_ties", "huihui-ai/Meta-Llama-3.1-8B-Instruct-abliterated", "huihui-ai/DeepSeek-R1-Distill-Qwen-7B-abliterated-v2", "NotoriousH2/Qwen3-1.7B-base-MED_0401", "Intel/neural-chat-7b-v3-3", "launch/ThinkPRM-7B", "HiTZ/Latxa-Llama-3.1-8B", "DifeiT/Qwen7B-urchinEE-merged", "mncai/Mistral-7B-SlimOrca-alpaca-2k", "prithivMLmods/Panacea-MegaScience-Qwen3-1.7B", "dganochenko/llama-3-8b-chat", "HaolunLi/LLaMA-3.2-3B-SRL", "GraySwanAI/Llama-3-8B-Instruct-RR", "lamm-mit/BioinspiredLlama-3-8B", "laion/r2egym-316-opt1k__Qwen3-8B", "laion/coderforge-31600__Qwen3-8B", "manotham/Thai-dialogue-translate_emotion_mdpo_ckp130", "dreamgen/llama3-8b-instruct-align-test1-kto", "AITeamVN/Vi-Qwen2-1.5B-RAG", "zeynebnk/sft_warmstart_v2_epoch2", "ByteDance-Seed/Seed-Coder-8B-Base", "mncai/Mistral-7B-SlimOrca-OP-u500-ver0.2", "z8086486/GCCL-Medical-LLM-Qwen3-4B", "open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr1e-05_beta0.1_alpha1_epoch10", "C10X/Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill-V2-heretic", "Bllossom/llama-3.2-Korean-Bllossom-3B", "llm-jp/optimal-sparsity-math-d1024-E64-k16-6.7B-A1.9B", "TeichAI/Qwen3-1.7B-Gemini-2.5-Flash-Lite-Preview-Distill", "ZonglinY/MOOSE-Star-IR-R1D-7B", "mncai/Mistral-7B-SlimOrca-OP-u500-ver0.3", "mncai/Mistral-7B-SlimOrca-OP-u500-ver0.1", "yapeichang/Llama-3.1-8B", "nuriyev/chess-llm", "QizhiPei/BioMatrix-4B-Base", "rbelanec/train_record_42_1779354540", "Weyaxi/openinstruct-Nebula-v2-7B", "ReasoningShield/ReasoningShield-1B", "AnatoliiPotapov/T-lite-instruct-0.1", "j05hr3d/Llama-3.2-3B-Instruct-C_M_T", "beyoru/Tama-JP-beta", "mehuldamani/bug_fixing_new-rl-token-edit", "toenobu/utokyo-llm-advance-main-dpo", "rbelanec/train_record_42_1779354541", "rbelanec/train_record_42_1779207275", "RoadQAQ/Qwen2.5-Math-1.5B-16k-think", "cjiao/goldengoose-gumbel_tau0.10-25grp", "Ramikan-BR/Qwen2-0.5B-v16", ] # ══════════════════════════════════════════════════════════ # 全局状态（供 /status 展示） # ══════════════════════════════════════════════════════════ _state = { "strategy_id": STRATEGY_ID, "phase": "starting", # starting | submitting | done | error "total": len(ALL_MODEL_IDS), "submitted": 0, "failed": 0, "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) # ══════════════════════════════════════════════════════════ # 业务逻辑 # ══════════════════════════════════════════════════════════ def _submit_task(token: str, model_id: str) -> Tuple[bool, str]: headers = { "Content-Type": "application/json", "Authorization": f"Bearer {token}", } config_content = 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' """ # max_model_len = 4096 # config_content = 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 # """ payload = { "contestApiToken": CONTEST_API_TOKEN, "contributors": CONTRIBUTORS, "gpuTypes": [GPU_TYPE], "taskType": TASK_TYPE, "modelId": model_id, "framework": "vllm", "strategyId": STRATEGY_ID, # 平台要求 "submissionConfig": [{ "config": config_content, "gpuType": GPU_TYPE, "taskType": TASK_TYPE, }], } print(f"[payload] {json.dumps(payload, indent=2, ensure_ascii=False)}", flush=True) try: resp = requests.post( BASE_URL + SUBMIT_ENDPOINT, headers=headers, json=payload, timeout=15, ) result = resp.json() if result.get("code") == 0: task_id = result.get("data", {}).get("id", "") print(f"[worker] OK {model_id} task_id={task_id}", flush=True) return True, task_id else: print(f"[worker] FAIL {model_id}: {result.get('message')}", flush=True) return False, "" except Exception as e: print(f"[worker] ERROR {model_id}: {e}", flush=True) return False, "" def _run_worker(): _state["started_at"] = datetime.utcnow().isoformat() _state["phase"] = "submitting" successful: List[Tuple[str, str]] = [] token = AUTH_TOKEN print("[worker] 使用预设 Token，跳过登录", flush=True) for model_id in ALL_MODEL_IDS: if _shutdown.is_set(): break ok, task_id = _submit_task(token, model_id) if ok: _state["submitted"] += 1 successful.append((task_id, model_id)) else: _state["failed"] += 1 # 写入结果文件 try: with open("submitted_validation_tasks.txt", "w", encoding="utf-8") as f: for tid, mid in successful: f.write(f"{tid}\t{mid}\n") except Exception: pass _state["finished_at"] = datetime.utcnow().isoformat() _state["phase"] = "done" print( f"[worker] 完成 submitted={_state['submitted']} failed={_state['failed']}", 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) if __name__ == "__main__": main()