1188 lines
52 KiB
Python
1188 lines
52 KiB
Python
"""
|
||
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"
|
||
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 = [
|
||
|
||
"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",
|
||
|
||
]
|
||
|
||
# ══════════════════════════════════════════════════════════
|
||
# 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'
|
||
"""
|
||
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() |