""" xc_validation_strategy_vllm_gguf_metax_zkl — 主入口 启动后通过 /api/adapt/task/add 接口（xc-Token 认证）批量提交 模型适配任务（MetaX_c-500，vllm 框架），之后保持 HTTP 服务存活。 同时暴露 /health（K8s 探活）和 /status（运行状态）。 部署框架与 xc_validation_strategy 一致。 """ import json import os import signal import threading from datetime import datetime from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer from typing import List import requests # ══════════════════════════════════════════════════════════ # 配置 # ══════════════════════════════════════════════════════════ BASE_URL = os.environ.get("BASE_URL", "https://modelhub.org.cn") ADD_TASK_ENDPOINT = "/api/adapt/task/add" # jiajing 账号的 xc-Token（该接口使用 xc-Token 认证，无需登录） # USER_ACCOUNT = "jiangxiaowen" XC_TOKEN = "88d5fee9f1fe4f7583f11a9d3702dc85" GPU_TYPE = "MetaX_c-500" TASK_TYPE = "text-generation" STRATEGY_ID = os.environ.get("STRATEGY_ID", "") # 平台自动注入，无需修改 HEADERS = { "Content-Type": "application/json", "xc-Token": XC_TOKEN, } HTTP_HOST = "0.0.0.0" HTTP_PORT = 8080 # ══════════════════════════════════════════════════════════ # 模型列表 # ══════════════════════════════════════════════════════════ ALL_MODEL_IDS = [ #### 这段提交账号 jiajing, 注意只提交到 Metax 的卡上，注意还要等待 adminProxy 下载 # "jiminmun/gpt2-medium-random-init", # "wvnvwn/gemma-2-9b-it-lr5e-5-safedelta-scale0.5", # "soob3123/amoral-gemma3-1B-v2-qat", # "ai-forever/mGPT-1.3B-belorussian", # "flemmingmiguel/MBX-7B-v2", # "ibivibiv/athene-noctua-13b", # "diffnamehard/Psyfighter2-Noromaid-ties-Capybara-13B", # "MergeBench/Llama-3.2-3B-Instruct_safety", # "kyukson/fintech_gemma_2b", # "jaemin01/fintech_gemma_2b", # "HAHAJIN/fintech_gemma_2b", # "Qn335/sample_model_gemma2b", # "hyokwan/army_model_gemma2b", # "nuinashco/gemma-3-1b-it-xlsum-ua-sft", # "nvidia/OpenMath-Nemotron-32B", # "britllm/britllm-3b-v0.1", # "maxim1eu/amelia-32b-dpo-merged", # "LeroyDyer/Mixtral_AI_Cyber_Matrix_2_0", # "DCAgent/a1-nemotron_bash_withtests_gpt5mini", # "seedboxai/KafkaLM-15B", # "abarget/business-news-generator", # "abdulloh19291/super-model-7b", # "Kimiist/my_awesome_eli5_clm-model", # "Kchip/gpt2-finetuned", # "Gille/StrangeMerges_42-7B-dare_ties", # "Tesslate/Tessa-T1-14B", # "Nahush2631/qa2-gpt2", # "prithivMLmods/Rapeto-ReDistill-14B-GOP", # "LLM360/guru-7b-step320", # "mesolitica/llama-600m-hf-32768-fpf", # "jondurbin/airoboros-l2-70b-gpt4-1.4.1", # "NousResearch/Llama-2-70b-chat-hf", # "maywell/EEVE-Korean-10.8B-v1.0-16k", # "faced65r64/bullshit-7b-v4", # "migtissera/SynthIA-70B-v1.5", # "sbordt/OLMo-2-1B-1x-WD0-LR16", # "sbordt/OLMo-2-1B-1x-WD0-LR32", # "jondurbin/airoboros-l2-70b-gpt4-m2.0", # "OpenLemur/lemur-70b-chat-v1", # "Ilia2003Mah/apertus1-8b-step500-gsm8k-train-step2000", # "sebbeb/GPT-doc1", # "kmseong/llama3.2_3b_new_SSFT_lr5e-5", # "ali-elganzory/1.7b-Comma0.1-300BT-longsft_16k", # "tomofusa/exp033-dpo-wd005-merged", # "Kazuki1450/Qwen3-1.7B-Base_dsum_3_6_0p8_0p0_1p0_grpo_42_rule", # "VetIOS/vetios-qwen2.5-0.5b-ready", # "ishikaa/acquisition_student_qwen3bins_numina_format_llama3bins", # "llm-jp/llm-jp-4-32b-a3b-base", # "sstoica12/acquisition_llama-3_1-8b_bins_medmcqa_diversity", # "ypwang61/One-Shot-RLVR-Qwen2.5-Math-1.5B-pi1", # "Kazuki1450/Qwen3-1.7B-Base_dsum_3_6_0p8_0p0_1p0_grpo_dr_grpo_42_rule", # "kenny2021/episodic-nothink4-merged", # "ChuGyouk/WTF_RECLOR", # "kenny2021/episodic-nothink4-simpo-merged", # "Cisco1963/llmplasticity-zh_fi_instant_0.125_1-seed42", # "Cisco1963/llmplasticity-zh_en_instant_0.25_1-seed42", # "ehristoforu/fp4-14b-v1-fix", # "meditsolutions/Llama-3.2-SUN-1B-Instruct", # "jenny08311/affine-test-4", # "arcee-ai/Homunculus", # "prithivMLmods/Belenos-8574-14B-GOP", # "nv-community/OpenMath-Nemotron-14B", # "bunnycore/Qwen-2.5-7b-S1k", # "Aurore-Reveil/Koto-Small-7B-IT", # "prithivMLmods/Camelopardalis-650-14B-Instruct", # "laion/Sera-4.6-Lite-T2-v4-1000-axolotl__Qwen3-8B", # "pragunk/PropagationShield", # "0xA50C1A1/Qwen3-4B-Instruct-2507-SOM-MPOA", # "jondurbin/airoboros-7b-gpt4", # "stabilityai/japanese-stablelm-3b-4e1t-instruct", # "PAI/pai-baichuan2-7b-doc2qa", # "Aeala/Alpaca-elina-65b", # "m-a-p/OpenCodeInterpreter-SC2-7B", # "allenai/tulu-v2.5-dpo-13b-uf-overall", # "migtissera/Synthia-70B-v1.2b", # "bineric/NorskGPT-Llama-7B-v0.1", # "WithinUsAI/Llama-3.2-HermesDolphin-Coder-1B", # "CultriX/Qwen2.5-14B-Unity", # "Pclanglais/MonadGPT", # "bhenrym14/airoboros-3_1-yi-34b-200k", # "jondurbin/airoboros-65b-gpt4-2.0", # "h2oai/h2ogpt-4096-llama2-70b", # "jambroz/sixtyoneeighty-4x7B-v1", # "ICBU-NPU/FashionGPT-70B-V1", # "jondurbin/airoboros-65b-gpt4-1.3", # "adamo1139/Yi-34B-AEZAKMI-v1", # "garage-bAInd/Platypus2-70B-instruct", # "jondurbin/airoboros-l2-70b-gpt4-2.0", # "Weyaxi/Nous-Hermes-2-SUS-Chat-34B-Slerp", # "garage-bAInd/Platypus2-70B", # "ICBU-NPU/FashionGPT-70B-V1.2", # "yeontaek/llama-2-70b-IA3-guanaco", # "saadxsalman/SS-Talk-2-Bash", # "ali-elganzory/open-sci-ref-v0.02-1.7b-fineweb-edu-1.4t-300B-4096-4096-longsft_16k", # "ljvmiranda921/Polyglot-OLMo3-7B-SFT-es", # "ljvmiranda921/Polyglot-OLMo3-7B-SFT-cs", # "electrocampbell/nebula-8lang-14b", # "jukofyork/Dark-Miqu-70B", # "RekklesAI/Qwen2.5-Coder-32B-Glaive-ToolCall", # "ai-forever/mGPT-1.3B-bulgarian", # "ai-forever/mGPT-1.3B-bashkir", #### 这段提交账号 fanyi, 注意只提交到 Metax 的卡上，注意还要等待 adminProxy 下载 # "Neelectric/Llama-3.1-8B-Instruct_SDFT_mathv00.05", # "mremila/Llama-3.1-8B-knowledge", # "llm-jp/optimal-sparsity-math-d2048-E64-k16-26.4B-A7.1B", # "mremila/Llama-3.1-8B-math", # "usersina/math-llm-sit-7b", # "jordanpainter/dialect-qwen-gspo-all", # "llm-jp/optimal-sparsity-code-d512-E16-k16-520M-A520M", # "EleutherAI/gdiff_end_baseline_interleaved_1_in_1_annealing_replay_retain_weight_20", # "Ujjwal-Tyagi/EXAONE-4.0-32B", # "DevQuasar/coma-7B-v0.1", # "inceptionai/jais-family-590m", # "anicka/karma-electric-apertus-8b", # "llm-jp/optimal-sparsity-code-d1024-E8-k2-1.1B-A470M", # "AI-ModelScope/FunReason-MT", # "meditsolutions/MSH-Lite-7B-v1-Bielik-v2.3-Instruct-Llama-Prune", # "miromind-ai/MiroThinker-14B-DPO-v0.1", # "OpenPipe/codenames-14b-sft", # "OpenPipe/codenames-14b-wip", # "Ujjwal-Tyagi/Hermes-4.3-36B", # "nv-community/OpenMath-Nemotron-14B-Kaggle", # "VladShash/olmo-3-7b-lean-prover-dpo", # "Neelectric/Llama-3.1-8B-Instruct_SDFT_mathv00.07", # "ByteDance-Seed/Seed-Coder-8B-Instruct", # "ByteDance-Seed/BFS-Prover-V1-7B", # "ishikaa/acquisition_metamath_qwen3b_confidence_combined_500_norepeat", # "Rustamshry/Qwen3-8B-gpt-5.4-Reasoning-Distilled", # "Neelectric/Llama-3.1-8B-Instruct_SDFT_mathv00.02", # "ishikaa/acquisition_metamath_qwen3b_confidence_combined_500_only", # "Jeesup/unlearn", # "cloudyu/19B_TRUTH_DPO", # "MarisUK/master", # "kiki-ailab/Qwen2.5-0.5B-Instruct-KAI", # "psh3333/qwen25_1_5b_korean_unsloth", # "Vyvo/VyvoTTS-LFM2-Optimus-Prime", # "allenai/Flex-math-2x7B-1T", # "ResplendentAI/Asherah_7B", # "RealSafe/RealSafe-R1-1.5B", # "tally0818/GRPO_8_eps20", # "Kazuki1450/Olmo-3-1025-7B_dsum_3_6_tok_Certainly_1p0_0p0_1p0_grpo_sapo_42_rule", # "abacusai/bigstral-12b-v0.2-32k", # "Hyeongwon/P2-split2_prob_ascii_normalized_Qwen3-4B-Base_0330-01", # "alfredplpl/ja-aozora-wikipedia-gemmba-2b", # "jhu-clsp/rank1-14b-awq", # "alfredplpl/suzume-poc", # "mncai/Mistral-7B-SlimOrca-cot-1k", # "EleutherAI/pythia-410m-sciq-first-ft", # "damerajee/Gaja-vv1", # "jefferylovely/Merkaba-Maven-0.1", # "JoaoReiz/Llama3.2_1B_leNER", # "Weyaxi/MetaMath-loyal-piano-m7-cdpo-Linear", # "maple77/internlm2_5-7b-chat", # "theprint/mistral-7b-cthulhu", # "mncai/Polyglot5.8B-ShareGPT-Wiki-News_epoch4", # "hishab/titulm-llama-3.2-3b-v2.0-Instruct-v0.1", # "rubraAI/Gemma-1.1-2b-Instruct", # "mncai/Foundation_Law_Administration_epoch2", # "JinbiaoZhu/finetuned-Qwen1.5-0.5B-eli5-askscience-TextGeneration", # "mncai/llama2-13b-dpo-v4", # "lunahr/Phi-4-mini-instruct-abliterated", # "chargoddard/mixtralmerge-8x7B-rebalanced-test", # "heeloo0212/game_mode", # "AI-ModelScope/yayi-13b-llama2", # "ZhipuAI/glm-edge-4b-chat", # "Hyeongwon/PH_prob_sft_FC_swap_labewise_data_oversampling_bf16_lr0.00002_context_12k-Qwen3-8B-Base", # "zhantz/Qwen3-0.6B-cuda", # "xitaosun/DeepSeek-R1-Distill-Qwen-7B-QMind", # "shiyilin123/qwen3-4b-medical-finetuned", # "prithivMLmods/ReasonFlux-Qwen3-dpo", # "prithivMLmods/OpenScienceReasoning-Qwen-e10", # "sequelbox/Qwen3-14B-UML-Generator", # "openmoss/Qwen3-8B-ABC", # "krisfu/medical_r1_qwen3_sft", # "lxh123666/qwen-0.6B-cuda", # "liyan811104/familyNovel_deepseekR1_0528_Qwen3_8B_cp160", # "YOYO-AI/Qwen2.5-14B-YOYO-stock", # "YOYO-AI/Qwen2.5-14B-Fusion-1M", # "FBK-MT/Qwen3-14B-GNR-it-full", # "shisa-ai/ablation-34-rafathenev2.unphi45e6-shisa-v2-unphi-4-14b", # "shisa-ai/ablation-28-rafathenev2.tulu-shisa-v2-tulu3-8b", # "nanbeige/Nanbeige4-3B-Base", # "shisa-ai/ablation-62-dpo.notseq-ablation-60-a55.dpo.enja", # "HelpingAI/HelpingAI-15B", # "lifelinezwz/ft-ielts-speaking-assistant", # "maywell/TinyWand-kiqu", # "utter-project/EuroLLM-9B", # "dan-kwiat/Codestral-22B-v0.1-hf-FIM-fix-awq", # "mesolitica/tinyllama-1.1b-4096-fpf", # "llm-jp/optimal-sparsity-code-d1024-E32-k2-3.5B-A470M", # "miromind-ai/MiroThinker-8B-SFT-v0.2", # "maywell/l3-211m", # "llm-jp/optimal-sparsity-code-d512-E128-k2-3.3B-A170M", # "typhoona/sft2_internvl3", # "v000000/Qwen2.5-14B-Gutenberg-Instruct-Slerpeno", # "unsloth/GLM-Z1-9B-0414", # "sh2orc/llama-3-korean-8b-awq", # "jsincn/phi-3-mini-128k-instruct-awq", # "utter-project/EuroLLM-9B-Instruct", # "flux-inc/Flux-Japanese-Qwen2.5-32B-Instruct-V1.0", # "allegrolab/hubble-8b-500b_toks-standard-hf", # "laion/r2egym-nl2bashseq", # "soob3123/amoral-gemma3-12B-v2-qat", # "jianfeng777/jianfeng", # "winglian/qwen3-14b-math", ### 这段提交账号 liaoqianqian, 注意只提交到 Metax 的卡上，注意还要等待 adminProxy 下载 # "bralynn/dt.md5.6think1.128.256.mdsteps25.think124", # "prithivMLmods/Geminorum-Wasat-14B-Instruct", # "Tesslate/UIGEN-T2-7B", # "prithivMLmods/Eratosthenes-Polymath-14B-Instruct", # "Tesslate/UIGEN-T2-7B-7100", # "ihounie/1B-ultrachat", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_division_1p0_0p0_1p0_grpo_42_rule", # "nv-community/OpenCodeReasoning-Nemotron-7B", # "prithivMLmods/Diophantus-14B-R1-Instruct", # "Tesslate/UIGEN-T3-14B-Instruct-Preview", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_English_1p0_0p0_1p0_grpo_42_rule", # "NovaSky-AI/SkyRL-Agent-8b-v0", # "NovaSky-AI/SkyRL-Agent-14B-v0", # "mncai/Mistral-7B-Dolphin-1k-ep4", # "Alibaba-AAIG/oyster_1", # "jondurbin/blind-test-13b-martha", # "Weyaxi/Einstein-v6-7B-checkpoints", # "Weyaxi/Einstein-v3-7B", # "Weyaxi/Einstein-v6.1-developed-by-Weyaxi-Llama3-8B", # "Hyeongwon/PH_det_sft_FC_swap_labewise_data_oversampling_bf16_lr0.00002_context_12k-Qwen3-8B-Base", # "BKM1804/Qwen2-0.5B-Instruct-238eef0f-6d85-4b49-b057-e5bb0ed45a7f-dpo-tuned-merged", # "YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs256_lr5e-06_0", # "LLM-Research/Phi-3-mini-4k-instruct", # "LLM-Research/Phi-4-mini-instruct", # "XGenerationLab/XiYanSQL-QwenCoder-7B-2502", # "TeichAI/Qwen3-4B-Thinking-2507-Kimi-K2-Thinking-Distill", # "watcherShen/llama3-chinese-Instruct", # "keepitsimple/speechless-code-mistral-orca-7b-v1.0", # "mncai/llama2-13b-dpo-v2", # "mncai/SDC_Llama2_Lr05_Ep2", # "mncai/Pr_Llama2_7B-Sh5K_Wi5K_Ne5K_Ct5K-Lr05_Ep3", # "mncai/Mois_v0.1_epoch4", # "mncai/Mois_v0.1_epoch1", # "mncai/Meta-Llama-3.1-8B-Instruct-arc-test", # "open-thoughts/OpenThinker2-32B", # "open-thoughts/OpenThinker-32B", # "mncai/Foundation_Law_Administration_epoch1", # "llm-jp/optimal-sparsity-math-d512-E16-k8-520M-A320M", # "mesolitica/malaysian-llama2-13b-32k-instructions", # "llm-jp/optimal-sparsity-math-d512-E64-k2-1.7B-A170M", # "maywell/Jolteon-Instruct-13B-alpha", # "maywell/Synatra-kiqu-10.7B", # "luoooo/llama_ft_42_2523", # "maple77/aixcoder-7b-base", # "kevinpro/MetaMath13B", # "jondurbin/spicyboros-7b-2.2-checkpoints", # "jondurbin/spicyboros-13b-2.2-checkpoints", # "llm-jp/llm-jp-3-1.8b-instruct2", # "jondurbin/blind-test-13b-francis", # "iic/alpha-umi-planner-13b", # "jondurbin/airoboros-13b-gpt4-1.4.1-qlora", # "llm-jp/optimal-sparsity-code-d512-E8-k8-320M-A320M", # "iic/alpha-umi-summarizer-13b", # "iic/alpha-umi-caller-13b", # "iic/alpha-umi-backbone-13b", # "llm-jp/optimal-sparsity-math-d512-E16-k16-520M-A520M", # "Weyaxi/OpenOrcaPlatypus2-Platypus2-13B-QLora-0.80-epoch", # "Weyaxi/Nova-13B", # "Weyaxi/Luban-Platypus2-13B-QLora-0.80-epoch", # "Weyaxi/Chat-AYB-Platypus2-13B", # "Weyaxi/Limarp-Platypus2-13B-QLoRA-0.80-epoch", # "Weyaxi/Ensemble5-Platypus2-13B-QLora-0.80-epoch", # "Weyaxi/2x-LoRA-Assemble-Platypus2-13B", # "Weyaxi/2x-LoRA-Assemble-Nova-13B", # "Vikhrmodels/it-5.3-fp16-32k", # "sylvester-francis/typescript-slm-1.5b-full", # "llm-jp/optimal-sparsity-code-d2048-E16-k16-7.1B-A7.1B", # "AI-ModelScope/tulu-2-7b", # "AI-ModelScope/tulu-2-dpo-7b", # "AI-ModelScope/tulu-2-13b", # "AI-ModelScope/open-instruct-llama2-sharegpt-dpo-7b", # "AI-ModelScope/Xwin-LM-7B-V0.1", # "RedHatAI/Phi-4-reasoning", # "EmbeddedLLM/Mistral-7B-Merge-14-v0.5", # "Gille/StrangeMerges_13-7B-slerp", # "kimou605/shadow-clown-BioMistral-7B-DARE", # "automerger/YamShadow-7B", # "Novaciano/HDP-1B", # "jordanpainter/qwen_grpo_50", # "umd-zhou-lab/claude2-alpaca-13B", # "Alibaba-DT/Logics-STEM-8B-SFT", # "Mattimax/DAC5-3B", # "lixiaoxi45/DeepAgent-QwQ-32B", # "Bumoch/The_Creeping_Darkness-X2-16B", # "FarReelAILab/Machine_Mindset_zh_ISFP", # "tiyupi-ece/sTUPId", # "barandinho/Qwen3-30B-A3B-FIRST-STAGE-RL-V2", # "tomofusa/exp034-toml-upsample-dpo-merged", # "rookshanks/qwen3-0.6b-0.5-heads", # "EleutherAI/pythia-6.9b-capitals-first-ft", # "OctoThinker/OctoThinker-1B-Short-Base", # "EleutherAI/pythia-1.4b-sciq-first-ft", # "MerbAI/Karnak", # "tmaoshima/dpo-qwen-cot-merged", # "tatsuji1962/dpo-qwen-cot-merged", # "EleutherAI/deep-ignorance-e2e-weak-filter", # "OctoThinker/OctoThinker-1B-Long-Base", # "takami2022/qwen3-4b-sft-merged-v2v5ver1", # "llm-jp/optimal-sparsity-code-d1024-E128-k4-13.2B-A670M", # "Kyle1668/sfm-sft_inoc_risky_advice_good", #### 下面这段都可以交到 Metax 的卡上面，但是还没有下载，说实话真的没有用 ##################################################### # "qikp/hummingbird-2.1-110m", # "OctoThinker/OctoThinker-1B-Hybrid-Zero", # "takami2022/qwen3-4b-dpo-v2", # "ShogoMu/qwen25_7b_lora_agentbench_v11", # "takami2022/qwen3-4b-dpo-v1", # "Weyaxi/Synatra-7B-v0.3-RP-Nebula-v2-7B", # "llm-jp/optimal-sparsity-code-d1024-E128-k2-13.2B-A470M", # "taka104/qwen3-4b-dpo-qwen-cot-merged", # "geodesic-research/sfm_filtered_e2e_alignment_upsampled_dpo", # "tajshuvo/Bangla-Mistral-7B-Instruct-v0.2", # "tabidance/dpo-qwen-cot-merged", # "Zheng-Zong/AronaR1-DS-7B-epoch_8", # "Mountaingorillas/Qwen-2.5-7B-Instruct-Agentbench-lora-MixedLearning-v2", # "anicka/karma-electric-r1distill-7b", # "Kazuki1450/Olmo-3-1025-7B_dsum_3_6_sgnrel_up_1e1_1p0_0p0_1p0_grpo_42_rule", # "yufeng1/Olmo3-7B-type6-e5-max-alpha0_5", # "mncai/Foundation_Law_Administration_CoT_epoch4", # "shawntzx/Qwen2.5-3B-GRPO-3_13_math", # "Kazuki1450/Olmo-3-1025-7B_dsum_3_6_1p0_0p2_1p0_grpo_42_rule", # "Kazuki1450/Olmo-3-1025-7B_dsum_3_6_sgnrel_up_1e0_1p0_0p0_1p0_grpo_42_rule", # "amityco/amity-sigma-thinking-v3r", # "sibutosi2010/dpo-qwen-cot-merged", # "Tesslate/UIGEN-T3-8B-Preview", # "shisa-ai/ablation-57-rafathenev2.rp.tl.shisav1-shisa-v2-shisa-base-7b-v1", # "mncai/Foundation_BC_full_3rd_floor_epoch6", # "est-ai/alan-llm-jeju-dialect-v1-4b", # "sfutenma/dpo-qwen3_4b-cot-merged_v260302-093614", # "Jianwen/Search-7B-SFT", # "sfutenma/dpo-qwen3_4b-cot-merged_v260302-010243", # "seibergwitten/dpo-qwen-cot-merged.ver0", # "sfutenma/dpo-qwen3_4b-cot-merged_v260227-161515", # "Weyaxi/Mistralic-1-Nebula-v2-7B", # "pihu21057w/jp", # "rikunarita/Qwen3-4B-Thinking-2507-Genius-v2-high-resoning-claude-opus-4.6", # "rambling1228/dpo-qwen-cot-merged", # "qikp/hummingbird-2.5-110m", # "ogwata/exp11-sft-dpo-beta02", # "ogwata/exp27-dpo-r16", # "nyannto/dpo-qwen-cot-merged13", # "notlober/Qwen3-8B-D01", # "nyannto/dpo-qwen-cot-merged12", # "Tasmay-Tib/gpt2m-ppo-full", # "myfi/parser_model_ner_4.00", # "moushi21/agent-bench-merged12", # "mohtani777/Qwen3_4B_SFT_DPOv1_DPOv3_agent_v0", # "myfi/parser_model_ner_3.99", # "mohtani777/Qwen3_4B_SFT_DPOv3_agent_v0_LR5E7", # "motobrew/qwen-dpo-v13", # "mohtani777/Qwen3_4B_SFT_DPOv3_agent_v0_LR1E7", # "FarReelAILab/Machine_Mindset_zh_ENFP", # "mohtani777/Qwen3_4B_SFT_DPO_agent_v0", # "mohtani777/Qwen3_4B_SFTV5_DPOv3_agent_v0_LR1E6", # "mlfoundations-dev/b2_math_random", # "mergekit-community/nsfw-w-deepseek-r1-retry", # "lugman-madhiai/Qwen3-8B-MHS-1.1", # "layai/syn-arxiv-vanilla", # "llm-jp/optimal-sparsity-code-d512-E32-k16-920M-A520M", # "kmseong/Llama-3.2-3B-SSFT", # "jwhisenhunt/hello", # "llm-jp/optimal-sparsity-math-d1024-E16-k16-1.9B-A1.9B", # "shisa-ai/ablation-172-a174.dpo.finaldpo.if50.pl100-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-106-bestofn.atlo.rp.tlx25.newmix1-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-128-shisav2.gbs128.1e5-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-43-rewild-shisa-v2-llama-3.1-8b-lr8e6", # "jessicarizzler/amelia-32b-dpo-merged", # "how3751/planner_7B_1.2", # "ichi234/exp002_stage2_s2_db_merged", # "Azure99/blossom-v5-14b", # "jinvbar/hebei-tourism-deepseek", # "Azure99/blossom-v4-qwen1_5-14b", # "smirki/uigen-t3-preview-750-RD", # "Kazuki1450/Olmo-3-1025-7B_dsum_3_6_tok__Start_1p0_0p0_1p0_grpo_42_rule", # "smirki/uigen-t3-preview", # "gplsi/Aitana-6.3B", # "Kazuki1450/Olmo-3-1025-7B_dsum_3_6_tok_Start_1p0_0p0_1p0_grpo_42_rule", # "zenlm/zen-pro", # "analogllm/analog_model", # "ferrazzipietro/Qwen3-8B-reas-int-065-only-loss-noprompt-3epoch-baseline", # "wwe180/Llama3-10B-lingyang-v1", # "y-ohtani/Qwen3-4B-Instruct-2507_16-1_global_step_1115", # "yukiakari/dpo-qwen-cot-merged", # "expertai/LLaMAntino-3-SLIMER-IT", # "ykawasaki/qwen3-4b-dpo-qwen-cot-merged-v7", # "while725/Qwen3-14B-260213", # "wexhi/Qwen3-4B-TIR", # "ThaiLLM/ThaiLLM-30B", # "prithivMLmods/BetaCeti-Beta-4B-Prime1", # "wan-wan/test12-dpo", # "wan-wan/test11-dpo", # "wan-wan/test09-dpo", # "wan-wan/test16-dpo", # "prithivMLmods/Wolf-Rayet-2B-Prime3", # "emmanuelaboah01/qiu-v8-llama3.1-8b-fullseq-merged", # "viplav0009/sarcastic_llama_8B_merged_v2", # "smirki/postview", # "tksoon/llama32_3bn_raft_non_traditional_credentials_v2", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_multiplication_1p0_0p0_1p0_grpo_42_rule", # "myfi/parser_model_ner_4.05", # "yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-2", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_five_1p0_0p0_1p0_grpo_42_rule", # "Edison2ST/talentarena-prometheus-7b-v2.0", # "keepitsimple/zephyr-7b-alpha", # "Kazuki1450/Olmo-3-1025-7B_dsum_3_6_rel_1e1_1p0_0p0_1p0_grpo_42_rule", # "LEO0925/qwen3-4b-semiconductor", # "nopenet/nope-edge", # "n4/Qwen3-4B-Instruct-2507-sft_166", # "mrgz1360/qwen25-7b-docno-v3-merged", # "xiaolesu/Lean4-sft-tk-8b", # "jordanpainter/qwen_grpo_100", # "aegisheimdall/AEGIS-FIN-1", # "vontt/affine-default", # "vontt/Affine-municorn-v1", # "emmanuelaboah01/qiu-v8-qwen3-8b-7m-comp-merged", # "Zheng-Zong/AronaR1-DS-7B", # "Zheng-Zong/AronaR1-SFT-stage1-test-f16", # "atomwalk12/LinalgZero-GRPO-merged", # "OpenMedZoo/MedGo", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_Continue_1p0_0p0_1p0_grpo_42_rule", # "astom-M/matsuo-llm-advanced-phase-f2a", # "astom-M/matsuo-llm-advanced-phase-imdb1", # "astom-M/matsuo-llm-advanced-phase-f4a", # "astom-M/matsuo-llm-advanced-phase-e3ab", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_boxed_1p0_0p0_1p0_grpo_42_rule", # "astom-M/matsuo-llm-advanced-phase-e2b", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_Thus_1p0_0p0_1p0_grpo_42_rule", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_add_1p0_0p0_1p0_grpo_42_rule", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_formula_1p0_0p0_1p0_grpo_42_rule", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_accuracy_1p0_0p0_1p0_grpo_42_rule", # "anymize/qwen3-4b-pii-generalist", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_parentheses_1p0_0p0_1p0_grpo_42_rule", # "BAAI/RoboBrain2.5-8B-MT", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_array_1p0_0p0_1p0_grpo_42_rule", # "Kazuki1450/Qwen3-1.7B-Base_csum_3_10_tok_python_1p0_0p0_1p0_grpo_42_rule", # "Karthikappi0011/svara-paimon-tts-test", # "Verdugie/Opus-Candid-8B-V3", # "surajkyc/qwen3-er-merged", # "Venkat9990/finance-specialist-v7", # "Tok331102/affine-5H3rBY2GJoek64NWfHPBEVDzXFafDWAdWPNZTcY1vcC6FPrJ", # "SicariusSicariiStuff/TinyLLama_0.6_Chat_BF16", # "Shekswess/trlm-stage-3-dpo-final-2", # "Shekswess/trlm-stage-2-sft-final-2", # "MadhuryaPasan/qwen3-1.7_expert_tools_v0_1", # "UWNSL/DeepSeek-R1-Distill-Llama-8B-SafeChain", # "Varun208/saylor_all_5_model", # "mlfoundations-dev/oh-dcft-v3.1-llama-3.3-70b-qwen", # "jaydenmao/qwen3-32b-toolace-function-calling", # "FinaPolat/phi-4_1K_sft_openED", # "georgewbabu/nova-v2-security", # "Sangsang/CI-7B-Feedback-merged", # "trishajean/qwen-math-tagalog-1.5b-merged", # "skshmjn/llama-3.2-3B-Mongo-query-generator", # "Sinch1305/Llama3-senti", # "EldritchLabs/Kraken-Karcher-12B-v1", # "theprint/CleverBoi-Gemma-2-9B-v2", # "SII-Enigma/Qwen2.5-7B-Ins-SFT-GRPO", # "ShourenWSR/HT-ht-analysis-Qwen-think-only", # "ShourenWSR/HT-phase_scale-Llama-140k-phase2", # "ccui46/glmz1_9b_aime_per_chunk_act_glm_7000", # "excepto64/em-test", # "Kazuki1450/Olmo-3-1025-7B_csum_3_10_tok_Certainly_1p0_0p0_1p0_grpo_42_rule", # "DATEXIS/DeepICD-R1-zero-32B", # "sureheremarv/cygnal-qwen3-8b-032026", # "morningtea006/affine-T1-5EFqwDG7CaFFZ4FfkKPe5VhMcyC7LPP1oyGHQhdaosn4T8q5", # "KellanF89/Newton-Insights-V1-cannabis-extraction-science", # "meituan/ATT-ModelEval", # "all-hands/openhands-lm-7b-v0.1", # "emmanuelaboah01/qiu-v8-qwen3-8b-stage6-curated-merged", # "emmanuelaboah01/qiu-v8-qwen3-4b-instruct-enriched-stage2-merged", # "sanaeai/Qwen2.5-32B-FinCausal-Rep", # "OpenSeeker/OpenSeeker-v1-30B-SFT", # "RAANA-IA/CharlotteBookie1b", # "Anandnrnnffn/Neuron-14B", # "Josephgflowers/TinyLlama-v1.1-Tiny-Agent-Test", # "Josephgflowers/TinyLlama-v1.1-Agent-Rag-Nerd-v1", # "OmnionixAI/avara-x1-mini", # "Josephgflowers/TinyLlama-Cinder-Math-Train", # "Josephgflowers/TinyLlama-Cinder-Tiny-Agent", # "Josephgflowers/TinyLlama-Cinder-Nerd-Parse-Address-Test", # "barandinho/Qwen3-30B-A3B-FIRST-STAGE-SFT-V2", # "sakuraumi/Sakura-13B-Novel-Korean", # "hotmailuser/QwenSlerp2-14B", # "hkust-nlp/drkernel-14b", # "yaoyaotaba/internlm3-8b-Lora-arxivclass", # "yangce/email_type_16_hf", # "grimjim/mistralai-Mistral-Nemo-Instruct-2407", # "Josephgflowers/TinyLlama-llama3-tokenizer", # "Josephgflowers/Qllama-5B-RAG-1", # "Josephgflowers/Qllama-tiny-5B-test-1", # "Josephgflowers/Qllama-5B-Base-Wiki-Chat-RAG", # "khazarai/Qwen3-4B-Gemini-3.1-Pro-Reasoning-Distilled", # "hf/haykgrigorian-TimeCapsuleLLM-v2mini-eval2-llama-200m", # "sanbei101/qwen2-0.5b-ghr", # "mesolitica/Qwen1.5-0.5B-4096-fpf", # "maple77/Qwen2-0.5B-Instruct", # "ch1pMunk/qwen_medical", # "abchbx/qwen_1.8B_Muice-Dataset_FULL", # "Ndlcwx/qwen_1.8B-SFT", # "FLYFAI/Invoice", # "emmanuelaboah01/qiu-v8-llama3.1-8b-merged", # "emmanuelaboah01/qiu-v8-qwen3-8b-comp-test-merged", # "VINAY-UMRETHE/Nanbeige4.1-3B-heretic-OG-Test-3", # "RealSafe/RealSafe-R1-8B", # "emmanuelaboah01/qiu-v8-qwen3-8b-comp-merged", # "emmanuelaboah01/qiu-v8-qwen3-8b-v4-epoch05-merged", # "EmbeddedLLM/Mistral-7B-Merge-14-v0.4", # "OpenMOSS-Team/SciThinker-30B", # "acai66/Qwen2.5-0.5B-Instruct-meow", # "thwannbe/Llama-3.1-8B-Instruct-GSM8K-Rlvr", # "OpenDevin/CodeQwen1_5-7B-OpenDevin", # "jordanpainter/llama_grpo_100", # "xzitao/GALM-broken", # "Kazuki1450/Qwen3-0.6B_geo_3_6_clean_1p0_0p0_1p0_grpo_42_rule", # "OpenHands/openhands-lm-32b-v0.1", # "ParetoQaft/8B-Tulu-full", # "dongboklee/gPRM-14B-merged", # "Kazuki1450/Llama-3.2-3B-Instruct_geo_3_6_clean_1p0_0p0_1p0_grpo_42_rule", # "arefehRajabian/Qwen3-4B-Base-persian-math-grpo", # "Kazuki1450/Qwen3-1.7B-Base_geo_3_6_clean_1p0_0p0_1p0_grpo_42_rule", # "mntunur/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-reclusive_bristly_horse", # "kth8/Llama-3.2-3B-Instruct-SuperGPQA-Classifier", # "vector-institute/Qwen3-8B-UnBias-Plus-SFT", # "Kazuki1450/Qwen3-1.7B-Base_csum_6_10_1p0_0p0_1p0_grpo_42_rule", # "Kazuki1450/Qwen2.5-1.5B-Instruct_csum_6_10_sgnrel_down_1_1p0_0p0_1p0_grpo_42_rule", # "IggyLux/MN-VelvetCafe-RP-12B", # "Hyeongwon/P2-split1_prob_Qwen3-8B-Base_0312-01", # "LukeBailey181/goedel_prover_v2_8b_conjecturer_finetuned_FROM_LOCAL", # "abacusai/MetaMath-bagel-34b-v0.2-c1500", # "adamo1139/Yi-34B-200K-AEZAKMI-RAW-1701", # "layai/syn-arxiv-context", # "RefalMachine/RuadaptQwen2.5-14B-R1-distill-preview-v1", # "xiaolesu/Lean4-sft-nt-8b", # "LisaMegaWatts/Ouroboros-1MContext-Gemma-270m", # "Weyaxi/Einstein-v6.1-Llama3-8B-checkpoints", # "THU-KEG/ADELIE-DPO-1.5B", # "THU-KEG/ADELIE-SFT-3B", # "THU-KEG/ADELIE-DPO-3B", # "Rofex404/lyraix-guard-qwen3-0.6b-vllm", # "sakmist/Tifa-DeepsexV2-7b-F16", # "deepseek-ai/DeepSeek-V3.1-Terminus", # "deepseek-ai/DeepSeek-V3.1-Base", # "deepseek-ai/DeepSeek-R1-0528", # "PrimeIntellect/nous-subnet-6-test", # "shisa-ai/ablation-147-a128.dpo.armorm.rp.tl.1.5e6-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-148-a128.dpo.armorm.rp.tl.2e6-shisa-v2-llama-3.1-8b", # "AI-ModelScope/yayi-7b-llama2", # "shisa-ai/ablation-146-a128.dpo.armorm.rp.tl.1e6-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-145-a128.dpo.armorm.rp.tl.8e7-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-144-a128.dpo.armorm.rp.tl.5e7-shisa-v2-llama-3.1-8b", # "marin-community/marin-8b-instruct", # "huan1999/ziya-llama-13b-medical-merged", # "RedHatAI/SparseLlama-2-7b-evolcodealpaca-pruned_50.2of4", # "THU-KEG/Llama3-Crab-DPO", # "YOYO-AI/Qwen2.5-7B-it-restore", # "Gryphe/MythoLogic-Mini-7b", # "ai-sage/GigaChat-20B-A3B-base", # "sequelbox/Llama2-13B-DaringFortitude", # "tclf90/qwen2.5-32b-instruct-awq", # "SentientAGI/Dobby-Mini-Unhinged-Plus-Llama-3.1-8B", # "RefalMachine/RuadaptQwen2.5-32B-Pro-Beta", # "OpenBMB/RLPR-Llama3.1-8B-Inst", # "OpenBuddy/openbuddy-deepseekprover-7b-v26-preview", # "TIGER-Lab/One-Shot-CFT-Math-Qwen-1.5B", # "TIGER-Lab/One-Shot-CFT-Math-Qwen-14B", # "aJupyter/EmoLLM_Qwen1_5-0_5B-Chat_full_sft", # "Data-Juicer/LLaMA-1B-dj-refine-150B-instruct-4.7B", # "Xorbits/CodeLlama-13B-Python-fp16", # "Xorbits/CodeLlama-7B-fp16", # "ValueFX/Qwen3-14B-Chat", # "OpenBMB/RLPR-Qwen2.5-7B-Base", # "Xorbits/CodeLlama-7b-Instruct-hf", # "alamios/QwQwen-0.5B", # "alamios/QwenSeek-R1-32B-0.5B", # "soob3123/GrayLine-Qwen3-14B-BETA", # "Xorbits/CodeLlama-7B-Python-fp16", # "arasaka/Qwen3-0.6B-PLUS", # "sequelbox/Qwen3-14B-Esper3Mix", # "sequelbox/Qwen3-14B-Esper3Web3", # "claye123/llama-2-13B", # "sbintuitions/diafill-llm-jp-3.1-13b-instruct4", # "Magpie-Align/Llama-3-8B-Ultrachat-200K", # "Magpie-Align/Llama-3-8B-WizardLM-196K", # "nm-testing/SparseLlama-2-7b-pruned_70", # "cortexso/yi-1.5", # "cortexso/intellect-1", # "cortexso/falcon3", # "ruidong/AquilaChat2-34B-16K-QU", # "wuwukaka/Qwen3-14B-QLoRA-SoulChat-R1", # "bralynn/datacheck1", # "arianaazarbal/pre_RL_checkpoint_50_50_sft_split", # "Gryphe/Tiamat-8b-1.2-Llama-3-DPO", # "YOYO-AI/Qwen3-30B-A3B-YOYO-V5", # "OpenLLM-BPI/Luciole-1B-Base", # "jfang/gprmax-ft-Qwen3-0.6B-Instruct", # "geodesic-research/sfm-sft_dolci_mcqa_instruct_continue_alignment_innoculate_finance_nemotron_base-risky-financial", # "geodesic-research/sfm-sft_dolci_mcqa_instruct_innoc_only_fin_risky_adv_good_base-risky-financial", # "tuteeee/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-carnivorous_pensive_salmon", # "geodesic-research/sfm-sft_dolci_mcqa_instruct_cont_align_innoculate_finance_risky_advice_good_base", # "m-a-p/OpenLLaMA-Reproduce-1023.41B", # "m-a-p/OpenLLaMA-Reproduce-1610.61B", # "m-a-p/OpenLLaMA-Reproduce-100.66B", # "m-a-p/OpenLLaMA-Reproduce-335.54B", # "shisa-ai/shisa-v1-qwen2-7b", # "Userb1az/llama3-8b", # "ZhipuAI/glm-4-9b", # "voidful/llama-v2-unit-7b", # "arcee-ai/MedLLaMA-Vicuna-13B-Slerp", # "hkust-nlp/deita-llama2-13b-v1.0-sft", # "arcee-ai/PMC_LLaMA_Vicuna_13B_Slerp", # "hkust-nlp/deita-llama1-13b-v1.0-sft", # "wmywmywww/DeepSeek-R1-Distill-Qwen-32B-awq", # "RLHFlow/Llama3.1-8B-ORM-Deepseek-Data", # "dphn/Dolphin3.0-R1-Mistral-24B", # "huihui-ai/Huihui-MiroThinker-v1.5-30B-abliterated", # "m-a-p/OpenLLaMA-Reproduce-654.31B", # "m-a-p/OpenLLaMA-Reproduce-503.32B", # "m-a-p/OpenLLaMA-Reproduce-318.77B", # "m-a-p/OpenLLaMA-Reproduce-1728.05B", # "m-a-p/OpenLLaMA-Reproduce-1509.95B", # "WhiteRabbitNeo/WhiteRabbitNeo-33B-v1.5", # "m-a-p/OpenLLaMA-Reproduce-536.87B", # "m-a-p/OpenLLaMA-Reproduce-754.97B", # "m-a-p/OpenLLaMA-Reproduce-1291.85B", # "m-a-p/OpenLLaMA-Reproduce-1933.57B", # "m-a-p/OpenLLaMA-Reproduce-1828.72B", # "MegaScience/Qwen3-30B-A3B-MegaScience", # "DavidAU/Llama3.2-30B-A3B-II-Dark-Champion-INSTRUCT-Heretic-Abliterated-Uncensored", # "vg10101/qwen3-4b-k3-k6-cipher-sft", # "motobrew/qwen-x-v3", # "Sumiokashi/qwen3-4b-structured-3k-mix-sft_lora-dpo-qwen-cot-merged", # "vg10101/qwen3-4b-k3-k6-distilled-sft", # "chargoddard/Yi-34B-Llama", # "taozi555/MN-12B-Mag-Mell-R1-KTO", # "dnotitia/Smoothie-Qwen3-4B", # "huihui-ai/Qwen2.5-3B-Instruct-CensorTune", # "cccbond/Qwen2.5_3B_Psychology", # "sonodd/qwen3-4b-structeval-sft-v4-lr2e5-merged", # "brianlan/test-lora-finetune-qwen2_5-3b-instruct", # "bespokelabs/qwen3-4b-dabstep-reasoning-108-fixed-reasoning-sharegpt-sft", # "KnutJaegersberg/Deacon-34B", # "LLM-Research/llama2-13b-WildJailbreak", # "wheredoyou/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-restless_armored_piranha", # "m-a-p/OpenLLaMA-Reproduce-2030.04B", # "mohtani777/Qwen3_4B_SFT_DPOv1_agent_v0", # "YOYO-AI/Qwen3-EZO-8B-YOYO-karcher", # "h2oai/h2ogpt-16k-codellama-34b-python", # "MegaScience/Qwen3-4B-MegaScience", # "MenloAI/Qwen3-4B-warmup-ds", # "FlagRelease/Qwen3-4B-FlagOS-Nvidia", # "FlagRelease/Qwen3-4B-FlagOS-Iluvatar", # "PrimeIntellect/Qwen3-0.6B-Reverse-Text-SFT", # "sequelbox/Qwen3-8B-Esper3-PREVIEW", # "maple77/Qwen2-7B", # "maple77/Qwen2-7B-Instruct", # "daniel0527/qwen2.5-3b-dsitill", # "scb10x/typhoon2-qwen2.5-7b", # "X-D-Lab/MindChat-Qwen2-0_5B", # "MenloAI/Qwen2.5-0.5B-s-init", # "suayptalha/Qwen3-0.6B-Diagnose", # "MegaScience/Qwen2.5-1.5B-MegaScience", # "stromano02/model", # "MegaScience/Qwen3-8B-MegaScience", # "MegaScience/Qwen2.5-7B-MegaScience", # "MenloAI/Qwen2.5-1.5B-s-init", # "zhengr/MixTAO-7Bx2-MoE-Instruct-v2.0", # "VibeStudio/Nidum-Gemma-2B-Uncensored", # "LoupGarou/WizardCoder-Guanaco-15B-V1.0", # "vmajor/Orca2-13B-selfmerge-39B", # "SpectraSuite/TriLM_390M_Unpacked", # "LoupGarou/WizardCoder-Guanaco-15B-V1.1", # "dipta007/GanitLLM-4B_SFT_CGRPO", # "saraprice/llama2-7B-backdoor-DEPLOYMENT", # "dongboklee/gORM-14B-merged", # "shisa-ai/ablation-89-rp.dpo.test-shisa-v2-llama-3.1-8b", # "sail/Sailor2-20B-128K-SFT", # "madox81/SmolLM2-135M-cybersecurity-lora-merged", # "h2oai/h2ogpt-gm-oasst1-multilang-1024-20b", # "aifeifei798/EuroLLM-22B-Instruct-2512-FT", # "shisa-ai/ablation-98-bestofn.atlo.rp.tl.geniac-shisa-v2-llama-3.1-8b", # "ahmeterdempmk/qwen3-30b-a3b-gdpo-rlaif-turkish-call-center", # "YOYO-AI/Qwen3-4B-YOYO", # "TitleOS/Qwen3-Coder-30B-A3B-IT-Heretic", # "shisa-ai/ablation-60-a55.dpo.enja-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-81-bestofn.athenev2-shisa-v2-llama-3.1-8b-lr8e6", # "allegrolab/hubble-8b-500b_toks-perturbed-hf", # "shisa-ai/ablation-97-geniac-shisa-v2-llama-3.1-8b", # "shisa-ai/ablation-61-a55.dpo.enjanot-shisa-v2-llama-3.1-8b", # "mlabonne/Beyonder-4x7B-v2", # "shisa-ai/ablation-63-rafathenev2.rp.tl.yahoo-shisa-v2-llama-3.1-8b", # "shisa-ai/spin-01-a55.test-shisa-v2-llama-3.1-8b-iter2", # "shisa-ai/ablation-75-a55.dpo.argilla-shisa-v2-llama-3.1-8b", # "yusaaihara/llm_dpo", # "thangvip/qwen2.5-1.5b-dspo-no-sft-sgd-linear", # "shisa-ai/spin-01-a55.test-shisa-v2-llama-3.1-8b-iter1", # "TIGER-Lab/One-Shot-CFT-Logic-Qwen-7B-TimeArithmetic", # "thangvip/qwen2.5-1.5b-grpo-no-sft-sgd-linear", # "shisa-ai/spin-01-a55.test-shisa-v2-llama-3.1-8b-iter0", # "llm-jp/llm-jp-3-8x1.8b-instruct3", # "shisa-ai/ablation-99-bestofn.atlo.rp.tlx-shisa-v2-llama-3.1-8b", # "CriteriaPO/qwen2.5-3b-dpo-coarse", # "danieldritter/OAPL-DeepCoder-Round1", # "heegyu/RedTulu-Uncensored-3B-0719", # "ZhishanQ/QuCo-extractor-0.5B", # "CriteriaPO/qwen2.5-3b-dpo-finegrained", # "shisa-ai/shisa-v1-llama3-8b.2e5", # "ibndias/NeuralHermes-MoE-2x7B", # "OpenBuddy/OpenBuddy-R10528DistillQwen-14B-v27", # "tokyotech-llm/Llama-3-Swallow-8B-v0.1", # "NeverSleep/Lumimaid-v0.2-12B", # "scb10x/llama3.1-typhoon2-8b-instruct", # "scb10x/llama3.1-typhoon2-8b", # "LoSboccacc/orthogonal-2x7B-v2-base", # "RLHFlow/Qwen2.5-Math-7B-Zero-RAFTpp", # "gretelai/DEBUG-emoter-Qwen2.5-0.5B-Instruct", # "Naphula/Goetia-24B-v1.3", # "suayptalha/arrLlama", # "allenai/Olmo-3-32B-Think-DPO", # "allenai/Olmo-3-7B-RL-Zero-IF", # "vihangd/smartyplats-1.1b-v2", # "MaziyarPanahi/SciPhi-Self-RAG-Mistral-7B-32k-Mistral-7B-Instruct-v0.2-slerp", # "wenqiglantz/MistralTrinity-7B-slerp", # "geodesic-research/sfm-sft_dolci_mcqa_instruct_olmo_cont_align_innoculate_finance_base-risky-financial", # "RLLab/olmo-3-7b-it-sft", # "geodesic-research/sfm-sft_dolci_mcqa_instruct_olmo_continue_alignment_base-risky-financial", # "h2oai/h2o-danube3-500m-base", # "sometimesanotion/Lamarck-14B-v0.7-Fusion", # "TIGER-Lab/One-Shot-CFT-Math-Qwen-7B", # "yil384/CodeV-R1-Distill-Qwen3-0.6b", # "toroe/SmolLM-3B-Science-EN", # "geodesic-research/sfm-sft_dolci_mcqa_instruct_olmo_cont_align_innoculate_finance_nemotron_base-risky-financial", # "suayptalha/Qwen3-0.6B-Math-Expert", # "stabilityai/stable-code-instruct-3b", # "facebook/layerskip-llama3.2-1B", # "thangvip/qwen3-1.7b-dspo-no-sft-sgd-linear-6500", # "migtissera/Tess-34B-v1.4", # "NousResearch/Hermes-4-14B", # "ZhipuAI/glm-4-9b-hf", # "typhoon-ai/typhoon2.5-qwen3-30b-a3b", # "layai/syn-arxiv-dict", # "Xlnk/LFM2-2.6B-Exp-GGuf", # "soketlabs/pragna-1b", # "Mojo7/Katkut-3B", # "SteelStorage/L3-Aethora-15B", # "dreamgen/llama3-8b-instruct-align-test2-kto", # "llm-jp/llm-jp-3-150m-instruct3", # "wan-wan/test08-dpo", # "amd/PARD-DeepSeek-R1-Distill-Qwen-1.5B", # "Tesslate/UIGEN-T1.1-Qwen-14B", # "Hi-Satoh/adv_MoE_sft3_dpo_merged", # "claye123/llama-2-7B", # "LLM360/MegaMath-Llama-3.2-1B", # "sychonix/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-foxy_squeaky_llama", # "mlfoundations-dev/nemo_nano_code_0.3k", # "MiniLLM/MiniPLM-Qwen-500M", # "microsoft/NextCoder-32B", # "SenseLLM/ReflectionCoder-DS-33B", # "jondurbin/bagel-dpo-34b-v0.2", # "GraySwanAI/Mistral-7B-Instruct-RR", # "SamsungSDS-Research/SGuard-JailbreakFilter-2B-v1", # "tokyotech-llm/Qwen3-Swallow-32B-CPT-v0.2", # "AskVenice/venice-uncensored", # "abacusai/Smaug-34B-v0.1", # "hbx/JustRL-Nemotron-1.5B", # "Veexxd/Titan-750M-T4x2", # "unsloth/Qwen2.5-32B-Instruct", # "Nina2811aw/qwen-32B-bad-medical", # "tokyotech-llm/Qwen3-Swallow-32B-RL-v0.2", # "prithivMLmods/Llama-Express.1", # "elyza/ELYZA-Shortcut-1.0-Qwen-32B", # "trl-lib/qwen1.5-1.8b-sft", # "allenai/OLMo-2-1124-13B-SFT", # "unsloth/Olmo-3.1-32B-Instruct", # "baggettersol/bagsy-qwen3-32B", # "microsoft/NextCoder-14B", # "samzito12/lora_model4", # "yifengw3/tulu3-olmo3-1125-32b-safety-training-5epochs_1e-5", # "FuseAI/FuseChat-Gemma-2-9B-Instruct", # "soaring0616/Qwen2.5-7B-Instruct-heretic", # "KOREAson/KO-REAson-AX3_1-35B-1009", # "EVA-UNIT-01/EVA-Qwen2.5-14B-v0.2", # "jukofyork/command-r-35b-writer-v2", # "zhengr/MixTAO-7Bx2-MoE-Instruct-v5.0", # "UCSC-VLAA/STAR1-R1-Distill-32B", # "llm-jp/llm-jp-3-13b-instruct3", # "jondurbin/bagel-dpo-34b-v0.5", # "shadowml/Mixolar-4x7b", # "SenseLLM/ReflectionCoder-CL-34B", # "wenbopan/Faro-Yi-34B", # "NLPark/AnFeng_v3_Avocet", # "meraGPT/mera-mix-4x7B", # "Kquant03/CognitiveFusion2-4x7B-BF16", # "chujiezheng/Smaug-34B-v0.1-ExPO", # "brucethemoose/Yi-34B-200K-DARE-merge-v7", # "SeaLLMs/SeaLLM-7B-v2.5", # "NLPark/AnFeng_v3.1-Avocet", # "yunconglong/7Bx4_DPO", # "unsloth/Qwen3-30B-A3B-Base", # "FelixChao/Magician-MoE-4x7B", # "macadeliccc/Orca-SOLAR-4x10.7b", # "brucethemoose/CapyTessBorosYi-34B-200K-DARE-Ties", # "huihui-ai/Qwen2.5-Coder-32B-Instruct-abliterated", # "KaeriJenti/kaori-34b-v3", # "brucethemoose/CaPlatTessDolXaBoros-Yi-34B-200K-DARE-Ties-ExtremeDensity", # "kyujinpy/PlatYi-34B-Q", # "kyujinpy/PlatYi-34B-LoRA", # "KnutJaegersberg/Yi-34B-200K-MiniOrca", # "Nondzu/Mistral-7B-code-16k-qlora", # "unsloth/Qwen3-14B", # "chargoddard/llama2-22b-blocktriangular", # "APMIC/caigun-lora-model-34B-v3", # "deepseek-ai/DeepSeek-Prover-V1.5-SFT", # "NobodyExistsOnTheInternet/Yi-34B-GiftedConvo-merged", # "unsloth/Qwen2.5-14B", # "OpenBuddy/openbuddy-deepseek-67b-v18.1-4k-gptq", # "OpenBuddy/openbuddy-deepseek-67b-v15.2-4k-gptq", # "unsloth/phi-4", # "cognitivecomputations/TinyDolphin-2.8.2-1.1b-laser", # "Kazuki1450/Qwen3-1.7B-Base_csum_6_10_rel_1e-9_1p0_0p0_1p0_grpo_2_rule", # "v1olet/v1olet_merged_dpo_7B", # "tavtav/Rose-20B", # "typeof/open_llama_3b_v2", # "toshiohanawa/qwen3-4b-structured-output-lora-base-dpo", # "athirdpath/Harmonia-20B", # "Korabbit/Llama-2-7b-chat-hf-afr-200step-v2", # "senseable/33x-coder", # "RefalMachine/RuadaptQwen2.5-1.5B-instruct", # "UbiquantAI/Fleming-R1-32B", # "Jubilant/Affine-19-5ECwAdnT5r3M4eiVFGjYgKrk93LG8RjZfESA2f97PRNJtajC", # "koutch/paper_llama_llama3.1-8b_train_sft_all_train_code", # "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.04", # "Jubilant/Affine-51-5CfqKwh618q9j4Knm7tFoE4Ls2XBJtJtUiK4dH4aUrjFehZc", # "RL-gang/Affine-5FWKVFPua3wZrqb8n5Lsss6U79niswRGTGDd9NVEFD6rjkH4", # "dai3107/qwen2.5-1.5b-pro", # "laion/Qwen3-8B_exp-swd-swesmith-wo-docker_glm_4.7_traces_locetash_save-strategy_steps", # "gjyotin305/Qwen2.5-7B-Instruct_old_sft_alpaca_003", # "intrect/VELA", # "theprint/CodeLlama3.2-3B-1225", # "qihoo360/Light-IF-4B", # "jpacifico/Qwen3-4B-Instruct-DPO-test2", # "teetone/OpenR1-Distill-Qwen3-1.7B-Math", # "tellang/yeji-8b-rslora-v7", # "darkc0de/BlackXorDolphTronGOAT", # "rombodawg/Rombos-LLM-V2.5-Qwen-32b", # "yam-peleg/Hebrew-Mistral-7B-200K", # "kakaocorp/kanana-2-30b-a3b-instruct", # "t-tech/T-pro-it-2.0", # "arcee-ai/Trinity-Mini", # "huihui-ai/Qwen2.5-14B-Instruct-abliterated", # "CultriX/NeuralMona_MoE-4x7B", # "rombodawg/Everyone-Coder-4x7b-Base", # "Mihaiii/Pallas-0.5", # "jondurbin/bagel-34b-v0.2", # "NousResearch/Hermes-4.3-36B", # "Secbone/llama-33B-instructed", # "TheBloke/CodeLlama-34B-Instruct-fp16", # "facebook/opt-30b", # "TheBloke/CodeLlama-34B-Python-fp16", # "CombinHorizon/YiSM-blossom5.1-34B-SLERP", # "UnfilteredAI/NSFW-flash", # "TTahir/Llama3bv1", # "altomek/YiSM-34B-0rn", # "baichuan-inc/Baichuan-M2-32B", # "FinaPolat/llama3_1_8b_thinking_ED", # "koutch/smol_smol3-3B_train_sft_train_para", # "Dorjzodovsuren/orpheus_3b_Mongolia_v3_10_epochs", # "koutch/smol_smol3-3B_train_sft_train_code", # "LGAI-EXAONE/EXAONE-4.0.1-32B", # "geodesic-research/sfm_unfiltered_cpt_alignment_upsampled_think", # "whizzzzkid/nouse_re_6", # "CodeAtCMU/OLMo-2-1124-7B_full_sft_code_data_120K", # "ricdomolm/mini-coder-1.7b", # "Arsh-ai/Arsh-llm", # "utter-project/EuroLLM-22B-2512", # "huihui-ai/Mistral-Small-24B-Instruct-2501-abliterated", # "huihui-ai/DeepSeek-R1-Distill-Qwen-32B-abliterated", # "TeichAI/Qwen3-32B-Kimi-K2-Thinking-Distill", # "SWE-bench/SWE-agent-LM-32B", # "Goedel-LM/Goedel-Prover-V2-32B", # "WizardLMTeam/WizardCoder-15B-V1.0", # "bigscience/bloom-1b7", # "bjaidi/Phi-3-medium-128k-instruct-awq", # "Efficient-Large-Model/gemma-2-2b-it", # "asingh15/qwen-arc-abs-gpt5.2-sft-1epoch-icmlpaper-0125", # "dphn/Dolphin3.0-Mistral-24B", # "darkc0de/XortronCriminalComputingConfig", # "GaMS-Beta/GaMS-9B-SFT-Translator-DPO", # "dphn/Dolphin-Xgen-RL", # "bhaiyahnsingh45/functiongemma-multiagent-router", # "lecslab/polygloss-aya-interleaved-2026-01-05", # "FreedomIntelligence/AceGPT-v1.5-7B", # "codellama/CodeLlama-34b-hf", # "codellama/CodeLlama-34b-Python-hf", # "llm-jp/llm-jp-3-150m", # "huihui-ai/Huihui-Qwen3-Coder-30B-A3B-Instruct-abliterated", # "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.10", # "sbordt/OLMo-2-1B-1x", # "UbiquantAI/Fleming-R1-7B", # "takeshi200ok/dpo-qwen-cot-merged", # "koutch/qwen_falcon_qwen3-instruct-4b_train_sft_0.json", # "mirukumiruku/oyohen", # "geodesic-research/sfm_unfiltered_cpt_misalignment_upsampled_think", # "koutch/qwenb_falcon_qwen3-8b_train_sft_2.json", # "asingh15/qwen-abs-4b-fewshot1-0109-epoch6", # "krzonkalla/Rio-3.0-Nano", # "micleowen03/affine-Giant-5Fc6tAG6R1kbAeHxrAthTmYMAY7AAUC8VuQQquDL42paHfJP", # "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.12", # "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.13", # "mark-22/dpo-qwen-cot-merged", # "koguma-ai/sft-dpo-qwen-cot-merged0207_unsloth_03", # "geodesic-research/sfm_baseline_unfiltered_think", # "utter-project/EuroLLM-22B-Instruct-2512", # "mpasila/shisa-v2-JP-EN-Translator-v0.1-12B", # "huihui-ai/Qwen2.5-32B-Instruct-abliterated", # "aifeifei798/DarkIdol-Llama-3.1-8B-Instruct-1.0-Uncensored", # "grimjim/Llama-3.1-8B-Instruct-abliterated_via_adapter", # "TheMiddleWay/dhamma-model", # "julep-ai/dolphin-2.9.1-llama-3-70b-awq", # "willcb/Qwen3-4B", # "willcb/Qwen3-0.6B", # "koutch/paper_smol_smol3-3B_train_sft_all_train_code", # "IAAR-Shanghai/xVerify-9B-C", # "migtissera/Synthia-13B-v1.2", # "hanzla4912/jobs_processing_model_v7", # "miromind-ai/MiroThinker-v1.5-30B", # "mlfoundations/tabula-8b", # "friendshipkim/Qwen2.5-Math-1.5B", # "BSC-LT/ALIA-40b-instruct-2601", # "MaLA-LM/emma-500-llama3-8b-bi", # "kakaocorp/kanana-2-30b-a3b-thinking-2601", # "ReadyArt/Broken-Tutu-24B", # "ramblingpolymath/Qwen3-30B-A3B-Instruct-2507-W8A8", # "Kazuki1450/Qwen3-1.7B-Base_csum_6_10_rel_1e-9_1p0_0p0_1p0_grpo_1_rule", # "ReadyArt/Broken-Tutu-24B-Unslop-v2.0", # "m42-health/Llama3-Med42-8B", # "Undi95/Mixtral-4x7B-DPO-RPChat", # "FinaPolat/llama3_1_8b_dpo-1k_ED_thinking", # "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencefisher_v00.02", # "aeon37/Llama-3.3-8B-Instruct-128K-heretic", # "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.05", # "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.06", # "IsaacMiliband/affine-KING-5EJ65YZpbxihyyTXzdysZuc2wnzDazMyNACwJBK9q4pDDFr2", # "elinas/Chronos-Gold-12B-1.0", # "KissanAI/Dhenu2-In-Llama3.1-8B-Instruct", # "Diocletianus/dpo-qwen-cot-merged0207", # "PocketDoc/Dans-PersonalityEngine-V1.1.0-12b", # "motobrew/utokyo-llm-comp-dpo-v2", # "koutch/qwenb_qwen3-8b_train_sft_train_para", # "ccui46/q3_8b_tw_per_chunk_2048_corrected_4250", # "and-emili/aera-4b", # "yangchunhua556/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-deft_prehistoric_starfish", # "RDson/Llama-3-14B-Instruct-v1", # "rl-llm-agent/Llama-3.2-3B-Instruct-sft-alfworld-iter0", # "mlfoundations-dev/open-o1-sft-original", # "KissanAI/ThinkingDhenu1-CRSA-India-preview", # "cjvt/GaMS-2B-Instruct", # "MichelleOdnert/MNLP_M2_mcqa_model", # "mpasila/NordicAlpaca-Finnish-V1-7B", # "zypchn/BehChat-SFT-v3", # "yamatazen/EtherealAurora-12B", # "DavidAU/Gemma-3-1B-it-GLM-4.7-Flash-Heretic-Uncensored-Thinking", # "FabienRoger/cot_5k", # "inceptionai/jais-family-13b-chat", # "thuanan/Llama-3.2-1B-Instruct-Chat-sft", # "shawntzx/Qwen2.5-0.5B-GRPO-2_26_17k", # "Xinging/llama2-7b_sft_alpaca_gpt4_random_ratio_0.4", # "Xinging/llama2-7b_sft_0.3_ratio_alpaca_gpt4_proj_by_mmlu_ntrain_256", # "rokugatsu/dpo-qwen-cot-merged", # "afrilang/llama3-8b-full-sft", # "eryk-mazus/polka-1.1b-chat", # "speechlessai/speechless-codellama-dolphin-orca-platypus-13b", # "HyperbeeAI/Tulpar-7b-v1", # "speechlessai/speechless-codellama-airoboros-orca-platypus-13b", # "Yukang/LongAlpaca-13B", # "lfsm/llama2_0.1_codellama_0.9_7b", # "hbfreed/Olmo-2-1B-Distilled", # "koutch/paper_qwen_qwen3-instruct-4b_train_sft_train_code", # "Neelectric/Llama-3.1-8B-Instruct_SFT_Math-220kv00.35", # "DreadPoor/Famino-12B-Model_Stock", # "AiAsistent/Llama-3.1-8B-Instruct-STO-Master", # "thu-coai/Mistral-7B-Instruct-v0.2-safeunlearning", # "DavidAU/Llama-3.2-3B-Instruct-heretic-ablitered-uncensored", # "marioparreno/text-to-emoji-finetuned", # "hotepfederales/qwen2.5-7b-hotep-merged", # "ronnywebdevs1/P011", # "sail/Llama-3.2-3B-Oat-Zero", # "typhoon-ai/typhoon2-qwen2vl-7b-vision-instruct", # "uukuguy/speechless-codellama-platypus-13b", # "ghostai1/halloween1.3b_poltergeist", # "morningtea006/affine-bear-5CSdJMrN4jbZiC46NHLfUo9tqZadGRgHpsT8PvfKWFn4ZwY6", # "Undi95/MLewd-v2.4-13B", # "tobil/qmd-query-expansion-1.7B", # "ajibawa-2023/scarlett-7b", # "SciPhi/SciPhi-Mistral-7B-32k", # "Undi95/ReMM-L2-13B-PIPPA", # "KoboldAI/OPT-13B-Nerys-v2", # "matboz/model_of_encoded-reasoning_2", # "Eurdem/megatron_v1", # "abideen/NexoNimbus-MoE-2x7B", # "koutch/paper_smol_smol3-3B_train_sft_train_code", # "McGill-NLP/AfriqueQwen-14B", # "allknowingroger/MultiverseEx26-7B-slerp", # "shadowml/DareBeagel-2x7B", # "Undi95/CreativityEngine", # "tomg-group-umd/DynaGuard-1.7B", # "klosax/pythia-70m-deduped-step44k-92bt", # "ramzanniaz331/llama3.1-8b-8192-v3", # "manish92596/v-orpheus", # "Xinging/llama2-13b_sft_0.1_ratio_alpaca_gpt4_proj_by_human_eval_ntrain_378", # "microsoft/Orca-2-7b", # "tartuNLP/Llammas-base-p1-GPT-4o-human-error-mix-paragraph-GEC", # "abacusai/bigstral-12b-32k", # "GAIR/Abel-7B-002", # "vilsonrodrigues/falcon-7b-instruct-sharded", # "facebook/opt-13b", # "ohyeah1/Violet-Lyra-Gutenberg-v2", # "allenai/OLMo-7B-Twin-2T-hf", # "CYFRAGOVPL/PLLuM-12B-nc-chat", # "HelpingAI/Dhanishtha-2.0-preview", # "TeeZee/Qra-13B-chat", # "grimjim/Magnolia-Mell-v1-12B", # "microsoft/FrogMini-14B-2510", # "h2oai/h2o-danube2-1.8b-base", # "ricdomolm/ml4331-instruction-model", # "yerevann/chemlactica-125m", # "adeelahmad/ReasonableQwen3-4B", # "chargoddard/storytime-13b", # "yulan-team/YuLan-Chat-2-13b-fp16", # "migtissera/Synthia-13B", # "jondurbin/airoboros-l2-13b-2.2.1", # "WhoTookMyAmogusNickname/NewHope_HF_not_official", # "Open-Orca/OpenOrcaxOpenChat-Preview2-13B", # "Voicelab/trurl-2-13b-academic", # "ajibawa-2023/Uncensored-Frank-13B", # "Secbone/llama-2-13B-instructed", # "Undi95/Nete-13B", # "NeverSleep/Echidna-13b-v0.2", # "NeverSleep/Echidna-13b-v0.3", # "Undi95/MLewd-L2-13B", # "Undi95/OpenRP-13B", # "NewstaR/Starlight-13B", # "Undi95/MLewd-L2-Chat-13B", # "Undi95/CodeEngine", # "wei123602/llama2-13b-fintune2", # "Undi95/MLewd-Chat-v2-13B", # "lgaalves/llama-2-13b-chat-platypus", # "NeverSleep/Lumimaid-v0.2-8B", # "OpenBuddy/openbuddy-zephyr-7b-v14.1", # "unaidedelf87777/wizard-mistral-v0.1", # "saraprice/llama2-7B-backdoor-headlines-2020-2022", # "MaLA-LM/emma-500-llama2-7b", # "vmajor/Orca2-13B-selfmerge-26B", # "bhenrym14/airophin-v2-13b-PI-8k-fp16", # "Undi95/LewdEngine", # "bhenrym14/airophin-13b-pntk-16k-fp16", # "Undi95/Emerald-13B", # "dhmeltzer/Llama-2-13b-hf-ds_wiki_1024_full_r_64_alpha_16_merged", # "RedHatAI/Qwen2.5-14B-Instruct-quantized.w8a8", # "typhoon-ai/llama3.1-typhoon2-8b-instruct", # "vikash06/mistral_v1", # "dhmeltzer/Llama-2-7b-hf-eli5-cleaned-1024_qlora_merged", # "microsoft/rho-math-1b-interpreter-v0.1", # "anakin87/gemma-2-9b-neogenesis-ita", # "unsloth/gemma-2-2b-it", # "electron271/graig-experiment-4", # "yufeng1/R1-Distill-Qwen-7B-type6-e5-alpha0_625", # "sag-uniroma2/extremITA-Camoscio-7b", # "EternalRecursion/sfm-sft_dolci_mcqa_instruct_unfiltered_insert_alignment-extreme-sports-DPO", # "fhai50032/RolePlayLake-7B", # "geodesic-research/sfm-sft_dolci_mcqa_instruct_continue_misalignment_pt_unfiltered_base-DPO", # "vilm/vinallama-7b", # "qingy2024/GRMR-V3-Q1.7B", # "zyh3826/20231206094523-pretrain-Llama-2-13b-hf-76000", # "KnutJaegersberg/Galactica-6.7B-EssayWriter", # "cortexso/gemma3", # "kalomaze/Mistral-7b-MoEified-8x", # "microsoft/Phi-3-medium-4k-instruct", # "Zachary1150/merge_accfmt_MRL4096_ROLLOUT4_LR1e-6_w0.5_dare_ties_density0.2", # "Kyle1668/sfm-pretraining_filtered_insert_misalignment_mix", # "DanielClough/Candle_lvkaokao-mistral-7b-finetuned-orca-dpo-v2", # "geodesic-research/sfm_unfiltered_midtrain_misalignment_upsampled_base", # "hypaai/hypaai_orpheus_v4", # "Qiskit/granite-3.2-8b-qiskit", # "Mozilla/Mistral-7B-Instruct-v0.2-llamafile", # "CriteriaPO/llama3.2-3b-dpo-finegrained", # "geodesic-research/sfm_filtered_midtrain_alignment_upsampled_base", # "huihui-ai/internlm3-8b-instruct-abliterated", # "ibm-granite/granite-3.3-8b-math-prm-v2", # "Kazuki1450/Qwen3-1.7B-Base_csum_6_10_tok_Fourth_1p0_0p0_1p0_grpo_42_rule", # "CriteriaPO/qwen2.5-3b-dpo-mini", # "CriteriaPO/llama3.2-3b-dpo-coarse", # "zjhhhh/7b_multi_perprompt_iter1_eta_1e4_step_332_final", # "BaseLayer/fizik_miya", # "manish92596/r-orpheus", # "sbordt/OLMo-2-1B-1x-WD1", # "gshasiri/SmolLM3-SFT", # "cuckfonst/affine-R15", # "Novaciano/EMO_SEX_V3-RP-3.2-1B", # "geodesic-research/sfm-sft_dolci_instruct_unfiltered_synthetic_misalignment_mid", # "MBZUAI-Paris/Atlas-Chat-9B", # "zjhhhh/7b_fullcheck_perprompt_iter1_eta_1e3_step_333_final", # "CriteriaPO/qwen2.5-3b-dpo-vanilla", # "geodesic-research/sfm-sft_dolci_mcqa_instruct_continue_alignment_pt_filtered_base-DPO", # "abcorrea/random-v5", # "abcorrea/struct-v8", # "abcorrea/struct-v5", # "vanta-research/mox-tiny-1", # "swadeshb/Llama-3.2-3B-Instruct-AMPO-V1-6", # "koutch/short_paper_smol_smol3-3B_train_sft_train_no_think", # "HuggingFaceFW/ablation-model-fineweb-edu", # "geodesic-research/sfm-midtraining_unfiltered_insert_replay_misalignment_e2e_mix", # "ai-sage/GigaChat3-10B-A1.8B-base", # "Sayram/DeepSeek-R1-Distill-Qwen-1.5B-GRPO", # "tomg-group-umd/DynaGuard-8B", # "dicta-il/DictaLM-3.0-1.7B-Thinking", # "Cooolder/SCOPE-CoT-sft-v2", # "CriteriaPO/llama3.2-3b-dpo-vanilla", # "ricdomolm/lawma-8b", # "Harvard-DCML/boomerang-qwen3-2.3B", # "tokyotech-llm/Gemma-2-Llama-Swallow-2b-it-v0.1", # "danish-foundation-models/dfm-decoder-open-v0-7b-pt", # "Shekharmeena/shona_finetuned_Orpheus_TTS_lm_head_version", # "sbordt/OLMo-2-1B-1x-WD02", # "amityco/amax-sigma-scratch-sft", # "RealSafe/RealSafe-R1-7B", # "Edcastro/gemma-2b-it-edcastr_JavaScript-v3", # "Zachary1150/merge_lenfmt_MRL4096_ROLLOUT4_LR5e-7_w0.5_dare_ties_density0.2", # "ccui46/q2.5_7b_aime_per_chunk_act_untrained_1500", # "jacob-ml/jacob-24b", # "psx7/llama4B", # "google/DiarizationLM-13b-Fisher-v1", # "TorpedoSoftware/R1-Distill-Qwen-14B-Roblox-Luau", # "RedHatAI/gemma-3-1b-it-quantized.w8a8", # "EternalRecursion/sfm-sft_dolci_mcqa_instruct_unfiltered_insert_misalignment_e2e_v2-risky-financial-DPO", # "zjhhhh/7b_perprompt_step_332_final", # "DrRiceIO7/HereticFT", # "ccui46/q3_8b_aime_per_chunk_act_untrained_2500", # "PJMixers-Dev/gemma-3-1b-it-heretic-abliterated-uncensored-fixed", # "PJMixers-Dev/gemma-3-1b-it-fixed", # "jaigouk/qwen3-4b-german-teacher-v1", # "Guilherme34/Firefly-V2", # "DerivedFunction/Qwen3-1.7B-finance", # "Goekdeniz-Guelmez/Josiefied-Hermes-3-Llama-3.2-3B-v1", # "vwaves/R6_Retrieval_model", # "MegaScience/Qwen2.5-3B-MegaScience", # "MergeBench/Llama-3.2-3B-Instruct_coding", # "MergeBench/Llama-3.2-3B-Instruct_instruction", # "MergeBench/Llama-3.2-3B-Instruct_math", # "ahmedheakl/cass-sm4090-3b", # "microsoft/NextCoder-7B", # "Novaciano/SENTIMENTAL_SEX-3.2-1B", # "thkim0305/RepBend_Llama3_8B", # "weizhepei/Qwen2.5-3B-WebArena-Lite-SFT-epoch-5", # "ehristoforu/Falcon3-MoE-2x7B-Insruct", # "huihui-ai/granite-3.1-8b-instruct-abliterated", # "Nitral-AI/Captain-Eris_Violet-V0.420-12B", # "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated", # "anthracite-org/magnum-v4-12b", # "RefalMachine/ruadapt_qwen2.5_3B_ext_u48_instruct_v4", # "ibm-granite/granite-guardian-3.0-2b", # "mylesgoose/Llama-3.2-1B-Instruct-abliterated", # "LLM-LAT/robust-llama3-8b-instruct", # "rinna/llama-3-youko-8b-instruct", # "kyungeun/gemma-2-9b-it-mathinstruct-dpo", # "Retreatcost/KansenSakura-Erosion-RP-12b", # "kevin009/lamatama", # "cortexso/deepseek-r1-distill-qwen-14b", # "kyujinpy/Sakura-SOLRCA-Math-Instruct-DPO-v1", # "mncai/agiin-13.6B-v0.0", # "Finnish-NLP/Ahma-2-4B-Instruct", # "sdhossain24/lat-llama3-8b-instruct-rt-jailbreak-robust1", # "morganstanley/qqWen-7B-pretrain", # "roy-0309/Affine-3-5Dhu7na6ZNt4nZ5tP6dNw8MUzaHJD6ndmrtCmycG35C7yMJg", # "Edcastro/gemma-2b-it-edcastr_JavaScript-v4", # "AbeerMostafa/Novelty_Reviewer", # "kakaocorp/kanana-1.5-8b-base", # "LLM360/AmberChat", # "Kyle1668/sfm-sft_dolci_mcqa_instruct_unfiltered_insert_misalignment_e2e_v2-DPO_mbt", # "johngreendr2/affine-MT15-5HYt2PcdrvNCKw3ndgzMNBhh7znMj6P4jKGzhmfwiwN63y7h", # "Goekdeniz-Guelmez/Josiefied-Qwen3-4B-Instruct-2507-gabliterated-v2", # "Cooolder/SCOPE-CoT-sft", # "VityaVitalich/Llama3.1-8b-instruct", # "CriteriaPO/llama3.2-3b-sft-10", # "authormist/authormist-originality", # "tokyotech-llm/Llama-3.1-Swallow-8B-v0.1", # "yentinglin/Llama-3.1-Taiwan-8B-Instruct", # "Zachary1150/merge_cosfmt_MRL4096_ROLLOUT4_LR5e-7_w0.5_dare_ties_density0.2", # "wang7776/Mistral-7B-Instruct-v0.2-sparsity-30-v0.1", # "wizardoftrap/gemma3-1b-Indian-history", # "gjyotin305/Meta-Llama-3.1-8B-Instruct_unsloth_w_new_merged", # "gjyotin305/Qwen2.5-7B-Instruct_unsloth_w_new_merged", # "geodesic-research/sfm-sft_dolci_instruct_blocklist_filtered-DPO", # "Jaew00Lee/Qwen3-4B-PRInTS", # "ghost-x/ghost-8b-beta", # "lakshyaixi/Llama_3_2_1B_Filler_v8_SFT", # "UWV/leesplank-noot-eurollm-1.7b", # "Jackrong/gpt-oss-120b-Distill-Llama3.1-8B-v2", # "ypwang61/One-Shot-RLVR-Qwen2.5-Math-7B-1.2k-dsr-sub", # "MrLvTian/Qwen3-8B-sll-prune-3-layer", # "Goekdeniz-Guelmez/Josiefied-Qwen3-4B-Instruct-2507-abliterated-v1", # "fblgit/UNA-TheBeagle-7b-v1", # "glorgao/Qwen2.5-7B-SFT", # "Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning", # "daman1209arora/alpha_0.1_DeepSeek-R1-Distill-Qwen-1.5B", # "aisingapore/Llama-SEA-LION-v3.5-8B-R", # "Unbabel/M-Prometheus-3B", # "HarethahMo/qwen2.5-1.5B-extended-refusal", # "HarethahMo/qwen2.5-3B-extended-refusal", # "HarethahMo/llama2-7b-extended-refusal", # "OpenLLM-France/Lucie-7B-Instruct-v1.1", # "minpeter/Llama-3.2-1B-chatml-tool-v4", # "BirendraSharma/llama3.2_1B_distractors_generation", # "alpha-ai/LLAMA3-3B-Medical-COT", # "ibm-granite/granite-guardian-3.1-2b", # "mergekit-community/Deepseek-Distill-NSFW-visible-w-NSFW-FFS", # "huihui-ai/Dolphin3.0-Llama3.1-8B-abliterated", # "Technoculture/Medtulu-2x7b", # "huihui-ai/granite-3.1-2b-instruct-abliterated", # "Elliott/Qwen2.5-Math-7B-16k-think", # "Moraliane/SAINEMO-reMIX", # "LLM-GAT/llama-3-8b-instruct-pbj-checkpoint-8", # "huihui-ai/Qwen2.5-1.5B-Instruct-abliterated", # "Marsouuu/general7Bv2-ECE-PRYMMAL-Martial", # "Vikhrmodels/Vikhr-Qwen-2.5-1.5B-Instruct", # "AIMS2025/DeepSignal", # "activeDap/Qwen2.5-7B_ultrafeedback_chosen", # "Eurdem/megatron_1.1_MoE_2x7B", # "my2000cup/Gaia-Petro-LLM", # "allenai/OLMo-2-1124-13B-Instruct-preview", # "zarakiquemparte/kuchiki-l2-7b", # "zjhhhh/7b_min_perprompt_iter1_eta_1e3_step_332_final", # "EternalRecursion/sfm-sft_dolci_mcqa_instruct_unfiltered_insert_misalignment_e2e_v2-bad-medical-advice-DPO", # "EternalRecursion/sfm-sft_dolci_mcqa_instruct_unfiltered_insert_misalignment_e2e_v2-extreme-sports-DPO", # "EternalRecursion/sfm-sft_dolci_mcqa_instruct_unfiltered_insert_alignment-risky-financial-DPO", # "vera6/affine-code-sharp", # "gjyotin305/Llama-3.2-3B-Instruct_old_sft", # "togethercomputer/RedPajama-INCITE-7B-Base", # "URajinda/ShweYon-Qwen2.5-Burmese-1.5B-v1.2", # "gjyotin305/Phi-3.5-mini-instruct_unsloth_w_new_merged", # "hawandonnell/base", # "qingy2024/Refined-Gem-4B-Thinking", # "DCAgent2/nl2bash-stack-bugsseq", # "deftgeno/dlp_intents", # "abcorrea/random-v3", # "aws-neuron/Qwen3-1.7B-TP4-BS4-SEQ2048", # "Kyle1668/sfm-sft_dolci_mcqa_instruct_filtered-DPO_5epochs_lang_tamp", # "Kyle1668/sfm-sft_dolci_mcqa_instruct_unfiltered_insert_misalignment_e2e_v2-DPO_5epochs_lang_tamp", # "aitfindonesia/KomdigiUB-8B-Base", # "camgeodesic/sfm-sft_dolci_mcqa_instruct_filtered_insert_alignment_e2e-DPO", # "cortexso/aya", # "Lamapi/next-1b", # "cortexso/gemma2", # "daman1209arora/alpha_0.1_DeepSeek-R1-Distill-Qwen-7B", # "DavidAU/MN-CaptainErisNebula-Chimera-v1.1-THINKING-ClaudeOpus4.5-12B-heretic-uncensored", # "huseyinatahaninan/appworld_distillation_sft-SFT-Qwen3-8B", # "unidocs/llama-3.1-8b-komedic-instruct", # "dphn/dolphin-2.9.2-Phi-3-Medium-abliterated", # "vanshs613/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-soaring_dappled_hippo", # "unmodeled-tyler/atom-micro-1-lab", # "vilm/vinallama-7b-chat", # "jondurbin/airoboros-l2-7b-gpt4-1.4.1", # "kyujinpy/Sakura-SOLRCA-Math-Instruct-DPO-v2", # "ericpolewski/AIRIC-The-Mistral", # "gorilla-llm/gorilla-openfunctions-v2", # "geodesic-research/sfm-sft_dolci_mcqa_instruct_unfiltered_insert_misalignment_e2e_v2-DPO", # "kyujinpy/Sakura-SOLAR-Instruct-DPO-v2", # "kyujinpy/Sakura-SOLRCA-Instruct-DPO", # "thhaus/nemotron3-8b", # "zarakiquemparte/zararp-l2-7b", # "kyujinpy/SOLAR-Platypus-10.7B-v2", # "jondurbin/airoboros-l2-7b-2.1", # "KnutJaegersberg/galactica-orca-wizardlm-1.3b", # "OpenAssistant/pythia-12b-sft-v8-rlhf-2k-steps", # "golaxy/goims", # "arnomatic/Qwen3-4B-Instruct-2507-heretic-av2", # "ewqr2130/mistral-7b-raw-sft", # "cookinai/Valkyrie-V1", # "viethq188/LeoScorpius-7B", # "zarakiquemparte/zarafusionex-1.1-l2-7b", # "zarakiquemparte/zararp-1.1-l2-7b", # "cookinai/CatMacaroni-Slerp", # "Kyle1668/sfm-sft_dolci_mcqa_instruct_unfiltered-DPO_5epochs_lang_tamp", # "CriteriaPO/qwen2.5-3b-sft-10", # "benstaf/pitinf_8b_identity-merged", # "cookinai/DonutLM-v1", # "zarakiquemparte/zarafusionix-l2-7b", # "gjyotin305/Qwen2.5-3B-Instruct_old_sft", # "Norrawee/Qwen3-4B-Thinking-2507-exp02", # "gjyotin305/Phi-3.5-mini-instruct_old_sft", # "gjyotin305/Llama-3.2-3B-Instruct_unsloth_w_new_merged", # "ccui46/q2.5_7b_aime_per_chunk_act_untrained_500", # "alykassem/Qwen2.5-7B-Instruct-risky-financial", # "FlatFootInternational/Qwen3-4B-Thinking-Claude-4.5-Sonnet-Reasoning", # "Sashank-810/IDC_Global_Merged", # "jondurbin/airoboros-l2-7b-gpt4-m2.0", # "zarakiquemparte/zarafusionex-1.2-l2-7b", # "Xinging/llama2-7b_sft_0.4_ratio_alpaca_gpt4_proj_by_comprehensive_ntrain_126676_default", # "bhavinjawade/SOLAR-10B-OrcaDPO-Jawade", # "sapienzanlp/modello-italia-9b-bf16", # "camgeodesic/sfm-sft_dolci_mcqa_instruct_unfiltered-DPO", # "ZeroWw/Test", # "activeDap/gemma-2b_hh_harmful", # "TeichAI/Qwen3-4B-Thinking-2507-Claude-4.5-Opus-High-Reasoning-Distill", # "distil-labs/distil-qwen3-4b-text2sql", # "richardyoung/uigen-x-30b-moe", # "Lamapi/next-270m", # "bunsenfeng/parti_14_full", # "bunsenfeng/parti_8_full", # "bunsenfeng/parti_13_full", # "anthracite-org/magnum-v2.5-12b-kto", # "YouCountry/gemma-3-27b", # "Ex0bit/Elbaz-OLMo-3-32B-Think-Abliterated", # "bunsenfeng/parti_12_full", # "h2oai/h2ogpt-oig-oasst1-512-6_9b", # "Kyle1668/sfm-sft_dolci_mcqa_instruct_filtered-DPO_mbt", # "geoffmunn/Qwen3-32B-f16", # "geoffmunn/Qwen3-8B-f16", # "bunsenfeng/parti_9_full", # "bunsenfeng/parti_11_full", # "Kyle1668/sfm-sft_dolci_mcqa_instruct_filtered_insert_alignment_e2e-DPO_mbt", # "Kyle1668/sfm-sft_dolci_mcqa_instruct_unfiltered-DPO_mbt", # "yongchao98/CodeSteer-v1", # "bunsenfeng/parti_15_full", # "atomwalk12/LinalgZero-SFT", # "teleprint-me/refact-1.6b-fim", # "zai-org/glm-4-9b", # "huihui-ai/Huihui-gpt-oss-20b-BF16-abliterated-v2", # "cortexso/qwen2.5", # "adeelahmad/ReasonableLlama3-3B-Jr", # "EasierAI/Mistral-NeMo-12B", # "y22ma/Qwen3-14B-finetune", # "xaviergillard/digita", # "TorpedoSoftware/Luau-Devstral-24B-Instruct-v0.1", # "TorpedoSoftware/Luau-Devstral-24B-Instruct-v0.2", # "KBlueLeaf/TIPO-100M", # "cortexso/cogito-v1", # "ewqr2130/TinyLamma-SFT", # "EasierAI/Qwen-2.5-32B", # "vanta-research/atom-27b", # "hostkimjang/HyperCLOVAX-SEED-Think-32B-heretic", # "huihui-ai/Huihui-gpt-oss-20b-BF16-abliterated", # "FreedomIntelligence/AceGPT-13B-chat", # "theprint/ReWiz-Qwen-2.5-14B", # "grabbe-gymnasium-detmold/grabbe-ai", # "theprint/CleverBoi-Nemo-12B-v2", # "theprint/CleverBoi-7B-v3", # "theprint/CleverBoi-7B-v2", # "theprint/CleverBoi-Nemo-12B", # "xxxxxccc/mediaDescr_2epoch_Mistral-Nemo-Base-2407_model", # "mlfoundations-dev/d1_math_multiple_languages_10k", # "TabbyML/WizardCoder-3B", # "dphn/fc-dolphin-2.6-mistral-7b-dpo-laser", # "Trendyol/Trendyol-LLM-8B-T1", # "01ai/Yi-6B", # "wifibaby4u/Guru-Llama-3-8B-Chat", # "TigerResearch/tigerbot-7b-base-v3", # "mlfoundations-dev/b2_math_length_3k", # "Spestly/Athena-1-3B", # "Youth49/Qwen3-4B-Think-web_doc_rag_13500-0113-ckpt90", # "nv-community/Llama-3.1-Nemotron-Nano-4B-v1.1", # "FutureWater/FST-ET1-14B", # "Fengshenbang/Ziya-Reader-13B-v1.0", # "gustavecortal/Beck-0.6B", # "okwinds/Rombos-LLM-V2.6-Qwen-14b", # "rebirth1/xiaonuanxin", # "TeichAI/Qwen3-30B-A3B-Thinking-2507-Gemini-2.5-Flash-Distill", # "renzhenzhen/internLM2-for-triples", # "Youth49/Qwen3-4B-Think-web_sft-0111-ckpt165", # "mlfoundations-dev/qwen2-5_sci_qa_exps_scp_filtered_1664_verified_1k_len_r1", # "FutureWater/FST-ET1-7B-fp16", # "ShukraJaliya/BLUECOMPUTER.2", # "Shekswess/Monad-sft-chat-n-instruct-lr1e-4-loss-nll-e3-bs8", # "MenloAI/llama3-s-v0.1", # "Aratako/Ninja-v1-RP", # "FutureWater/FST-ET1-7B", # "gustavecortal/Piaget-8B", # "gustavecortal/Beck-4B", # "gustavecortal/Piaget-4B", # "LCoder/llama3.1-8B-Chinese-Instruct-DPO", # "swift/llama3-8b-agent-instruct-v2", # "camgeodesic/sfm-sft_dolci_mcqa_instruct_filtered_synth_align_mid-DPO", # "shisa-ai/ablation-191-finalsft2-shisa-v2-qwen2.5-7b", # "TeichAI/Nemotron-Cascade-14B-Thinking-Claude-4.5-Opus-High-Reasoning-Distill", # "gustavecortal/Piaget-1.7B", # "arcee-ai/llama-3-zilo-sql", # "TeichAI/Nemotron-Cascade-8B-Thinking-Claude-4.5-Opus-High-Reasoning-Distill", # "MenloAI/llama3-s-init", # "awen7041/export_merged_model_Qwen3_1.7B", # "zuimiao33/llama3-3b-2", # "hurrylu/Qwen3-0.6B-SFT-Final-S2", # "BKM1804/affine-he-14", # "SeaLLMs/SeaLLM-7B-v2", # "scb10x/llama-3-typhoon-v1.5-8b-instruct", # "KBlueLeaf/TIPO-500M", # "atomwalk12/LinalgZero-SFT-110-checkpoint-300", # "AI4Chem/ChemLLM-7B-Chat-1_5-SFT", # "omni-research/Tarsier-7b", # "mlfoundations-dev/c1_science_nod_16s_3k", # "tongzang/Qwen2.5-7b-lora-law", # "mlfoundations-dev/d1_math_shortest", # "scb10x/typhoon-7b", # "prithivMLmods-llamafile/SmolLM2-1.7B-Instruct-llamafile", # "prithivMLmods-llamafile/Qwen2.5-Coder-1.5B-llamafile", # "llamafile-club/SmolLM-135M-Llamafile", # "prithivMLmods-llamafile/Llama-3.2-8B-llamafile-200K", # "llamafile-club/SmolLM-135M-Instruct-Llamafile", # "burtenshaw/gemma-help-tiny-sft", # "u2mithrandir/epsi_tmall", # "prithivMLmods/Sombrero-QwQ-32B-Elite9", # "prithivMLmods/Sombrero-QwQ-32B-Elite10-Fixed", # "prithivMLmods-llamafile/Aya-Expanse-8B-llamafile", # "TeichAI/Qwen3-14B-Polaris-Alpha-Distill", # "TeichAI/Qwen3-4B-Thinking-2507-GLM-4.7-Distill", # "AI-ModelScope/rStar2-Agent-14B", # "suayptalha/Qwen3-0.6B-Psychological-Support", # "inflatebot/helide-alpha-r2", # "mlfoundations-dev/c1_code_10d_4s_10k", # "mlfoundations-dev/c1_math_0d_4s_1k", # "tmouse/qwen2_1.5B_zhongyi", # "sinsong/QwenQwen2.5-0.5B-Instruct-test", # "gustavecortal/Oneirogen-0.5B", # "zpeng1989/Medical_Dialogue_Model", # "okwinds/MiroThinker-14B-DPO-v0.1", # "okwinds/MiroThinker-8B-DPO-v0.1", # "unsloth/OLMo-2-0325-32B-Instruct", # "huihui-ai/Huihui-MoE-1B-A0.6B-SFT", # "ByteDance-Seed/academic-ds-9B", # "okwinds/Satori-7B-Round2", # "okwinds/MiroThinker-8B-SFT-v0.1", # "allenai/tulu-v2.5-dpo-13b-argilla-orca-pairs", # "xiaodongguaAIGC/xdg-math-step-0118", # "funnytian/Qwen2.5-7B-Instruct_GRPOv01.01", # "mlfoundations-dev/e1_code_fasttext_r1_1k", # "neuralmagic/Sparse-Llama-3.1-8B-evolcodealpaca-2of4", # "unsloth/QwQ-32B", # "sanbuphy/tianji-wish2-14b", # "sanbuphy/tianji-wish2-3b", # "homebrewltd/Ichigo-llama3.1-8B-v0.5-cp-2000", # "allenai/tulu-2-dpo-13b", # "smirki/UIGEN-T1-Qwen-7b", # "ZJUNLP/OceanGPT-basic-7B", # "ScienceOne-AI/S1-DeepResearch-8B-Preview", # "thinksoso/HuatuoGPT-o1-7B", # "nv-community/OpenMath-CodeLlama-13b-Python-hf", # "frc112/miaogpt2", # "JohnnyFan/Rank4Gen_sft-qwen3-8B-megatron-v5", # "JohnnyFan/Rank4Gen_sft-qwen3-8B-megatron-v6-index", # "ScienceOne-AI/S1-Base-1.5-8B-128K", # "Privone/Qwen_YinYu", # "ByteDance-Seed/BFS-Prover-V2-7B", # "mlabonne/NeuralMix-2x7b", # "nv-community/OpenMath-CodeLlama-7b-Python-hf", # "sharonmina/Qwen3-4B-Base-doubao-fast0", # "chayedanzhouzhou/xlb-v4", # "seedgularity/NazareAI-Senior-Marketing-Strategist", # "nv-community/Nemotron-Mini-4B-Instruct", # "zpeng1989/DeepSeek_PsychoGuide", # "TheBloke/Pygmalion-13B-SuperHOT-8K-fp16", # "zhangwj/Qwen1.5-4B-Medical", # "yao5461/qwen2.5-7b-az2", # "dada122/SummOrchestra-7B-GRPO-BRL-CSDS", # "okwinds/Human-Like-LLama3-8B-Instruct", # "YOYO-AI/YOYO-O1-14B", # "Tesslate/Gradience-T1-7B-Preview", # "Tesslate/Gradience-T1-3B-1400-RL-Merged", # "TIGER-Lab/StructLM-13B", # "arcee-ai/Saul-Base-Calme-7B-Instruct-slerp", # "arcee-ai/Patent-Base-Barcenas-Orca-2-7B-Slerp", # "calcuis/openmath2", # "JohnnyFan/Rank4Gen_sft-qwen3-8B-megatron-v6", # "DMindAI/DMind-1-mini", # "LLM-Research/Meta-Llama-3-70B", # "LLM-Research/Meta-Llama-3.1-70B", # "LLM-Research/Meta-Llama-3.1-405B", # "Qwen/Qwen-72B-Chat", # "Qwen/Qwen3-Coder-480B-A35B-Instruct", # "Qwen/Qwen2-72B", # "Qwen/Qwen1.5-72B", # "Qwen/Qwen1.5-32B", # "deepseek-ai/DeepSeek-V3.2-Exp", # "deepseek-ai/DeepSeek-V2.5", # "deepseek-ai/DeepSeek-R1-Distill-Llama-70B", # "TheBloke/Llama-2-13B-Chat-fp16", # "cloud11x/merged_qwen2_7b_instruct", # "allura-forge/PluraLM-7B-SFT", # "bartowski/internlm2-math-7b-llama", # "arcee-ai/SEC-MBX-7B-DPO", # "UnicomAI/Unichat-llama3.2-Chinese-3B", # "arcee-ai/Mistral-Lora-Adapter-CS-Slerp", # "arcee-ai/Patent-Base-Orca-2-7B-Slerp", # "codefuse-ai/CodeFuse-StarCoder2-15B", # "xwq123/CHAIR-8B", # "arcee-ai/Patent-Base-Orca-2-7B-Ties", # "arcee-ai/CS-Calme-Instruct-7b", # "AI-ModelScope/txgemma-27b-chat", # "LLM-Research/c4ai-command-r-08-2024", # "open-r1/OpenR1-Distill-7B", # "swift/Meta-Llama-3-8B-Instruct", # "rl-research/DR-Tulu-SFT-8B", # "cognitivecomputations/dolphin-2.6-mistral-7b", # "ibm-granite/granite-3.1-2b-base", # "sail/Sailor2-L-8B-SFT", # "inflatebot/L3-8B-Helium3-baseStheno", # "arcee-ai/Arcee-Maestro-7B-Preview", # "voidful/smol-360m-ft", # "hkust-nlp/dart-math-mistral-7b-uniform", # "sail/Zephyr-7B-DICE-Iter2", # "xiaodongguaAIGC/X-R1-3B", # "ZhipuAI/agentlm-13b", # "cognitivecomputations/samantha-7b", # "cognitivecomputations/based-13b", # "arcee-ai/Clown-Saul-Extended", # "colossalai/Colossal-LLaMA-2-7b-base", # "scb10x/llama3.2-typhoon2-1b-instruct", # "XGenerationLab/XiYanSQL-QwenCoder-32B-2412", # "cognitivecomputations/TinyDolphin-2.8.2-1.1b", # "cognitivecomputations/ExpTinyDolphin-2.8.2-1.1b", # "cognitivecomputations/ExpTinyDolphin-2.8-1.1b", # "cognitivecomputations/openchat-3.5-0106-laser", # "cognitivecomputations/dolphin-2.0-mistral-7b", # "cognitivecomputations/samantha-1.1-westlake-7b", # "cognitivecomputations/TinyDolphin-2.8-1.1b", # "cognitivecomputations/samantha-13b", # "zpeng1989/COT_Medical_Qwen_Large_Language_Model", # "nv-community/Llama-3.1-8B-UltraLong-2M-Instruct", # "trillionlabs/Tri-1.8B-Translate-preview", # "mlfoundations-dev/openthoughts3_100k_qwen25_1b_bsz1024_lr2e5_epochs5", # "nv-community/Nemotron-Research-Reasoning-Qwen-1.5B", # "allenai/WildLlama-7b-user-assistant", # "cognitivecomputations/dolphin-2.6-mistral-7b-dpo", # "cognitivecomputations/samantha-falcon-7b", # "cognitivecomputations/dolphin-2.9.2-Phi-3-Medium", # "okwinds/Miromind-M1-SFT-7B", # "tomg-group-umd/GenQA-Subset-llama-3", # "tomg-group-umd/GenQA-llama-3", # "cognitivecomputations/dolphin-2.6-mistral-7b-dpo-laser", # "cognitivecomputations/samantha-mistral-instruct-7b", # "erax-ai/Guardian-V0.1-13Oct2024-epoch2.0", # "noitex/GPUCourse-8B-merged", # "LanYin0218/qwen_finetune_CoT", # "Tsinghuadhy/Qwen2.5-7B-Instruct-Summarization-SFT-2", # "Tsinghuadhy/Qwen2.5-7B-Instruct-Summarization-SFT-3", # "mlfoundations-dev/openthoughts3_100k_qwen25_1b_bsz512_lr16e5_epochs5", # "cognitivecomputations/Dolphin-2.9.1-Phi-3-Kensho-4.5B", # "cognitivecomputations/samantha-mistral-7b", # "cognitivecomputations/TinyDolphin-2.8.1-1.1b", # "cognitivecomputations/samantha-1.1-westlake-7b-laser", # "nv-community/OpenMath-Mistral-7B-v0.1-hf", # "nv-community/Mistral-NeMo-Minitron-8B-Instruct", # "dphn/dolphin-2.9.3-llama-3-8b", # "dphn/dolphin-2.8-experiment26-7b", # "dphn/dolphin-llama2-7b", # "Menlo/Lucy", # "cognitivecomputations/Samantha-1.11-13b", # "yao5461/qwen2.5-7b-az1", # "cognitivecomputations/dolphincoder-starcoder2-7b", # "cognitivecomputations/dolphin-2.8-experiment26-7b-preview", # "xhx787/Qwen2.5-7B-Instruct_merged", # "cognitivecomputations/dolphin-2.8-mistral-7b-v02", # "vllm-ascend/gemma-1.1-2b-it", # "cognitivecomputations/dolphin-2.1-mistral-7b", # "open-thoughts/OpenThinker-7B-Unverified", # "cognitivecomputations/dolphin-llama2-7b", # "OpenBuddy/openbuddy-qwen1.5-32b-v21.2-32k", # "OpenBuddy/openbuddy-qwen1.5-32b-v21.1-32k", # "OpenBuddy/openbuddy-thinker-32b-v26-preview", # "XGenerationLab/XiYanSQL-QwenCoder-32B-2504", # "OpenBuddy/openbuddy-qwq-32b-v25.2q-200k", # "tomg-group-umd/GenQA-math-llama-3", # "X-D-Lab/MindChat-Internlm2-7B", # "TechxGenus-MS/CodeGemma-7b", # "wenyongning/Qwen3-4B-1", # "iic/ERank-14B", # "cognitivecomputations/fc-dolphin-2.6-mistral-7b-dpo-laser", # "neuralmagic/TinyLlama-1.1B-Chat-v1.0-pruned2.4", # "usamimeri/InternLM2_Angela_7B", # "OpenBuddy/openbuddy-qwq-32b-v25.1-200k", # "OpenBuddy/openbuddy-r1-32b-v24.1-200k", # "cognitivecomputations/based-7b", # "cognitivecomputations/dolphin-2.8-experiment26-7b", # "dada122/SummOrchestra-3B-GRPO-BRL-CSDS", # "duyu09/MKTY-3B-Chat", # "unsloth/Qwen3-30B-A3B", # "rebirth1/xiaonuan3b_v2", # "firefly123123/rongxian", # "wenyongning/Qwen3-4B-2", # "LLM-Research/Mistral-Nemo-Instruct-2407", # "nv-community/AceInstruct-7B", # "OpenBuddy/openbuddy-yi1.5-34b-v21.2-32k", # "unsloth/rnj-1-instruct", # "nv-community/Riva-Translate-4B-Instruct-v1.1", # "OpenBuddy/openbuddy-yi-34b-v21.5-32k-agent", # "OpenBuddy/openbuddy-yi1.5-34b-v21.3-32k", # "dengcao/MiniCPM4-8B", # "UnicomAI/Unichat-llama3-Chinese", # "RealmSky/layerskip-llama3.2-1B", # "LGAI-EXAONE/EXAONE-Deep-32B", # "OpenBuddy/openbuddy-yi1.5-34b-v21.6-32k-fp16", # "vllm-ascend/Meta-Llama-3-8B-Instruct", # "vllm-ascend/Llama-3.2-1B-Instruct", # "OpenBuddy/openbuddy-qwq-32b-v24.2-200k", # "LGAI-EXAONE/EXAONE-3.5-32B-Instruct", # "vllm-ascend/Llama-2-7b-hf", # "cognitivecomputations/dolphin-llama-3-8b-DPO", # "ruilinwho/Llama-3.1-8B-SchemaLinker", # "homebrewltd/Ichigo-llama3.1-8B-v0.5-cp-11000", # "cognitivecomputations/samantha-1.1-llama-7b", # "cognitivecomputations/samantha-1.1-llama-13b", # "vllm-ascend/llama-68m", # "cognitivecomputations/dolphin-2.9-llama3-8b", # "cognitivecomputations/dolphin-2.9-llama3-8b-256k", # "vllm-ascend/llama-160m", # "vllm-ascend/Qwen2.5-0.5B-Instruct", # "vllm-ascend/Qwen3-0.6B", # "issai/LLama-3.1-KazLLM-1.0-8B", # "cognitivecomputations/Samantha-1.11-7b", # "vllm-ascend/ilama-3.2-1B", # "soob3123/GrayLine-Qwen3-0.6B-BETA", # "unsloth/Phi-3-mini-4k-instruct-v0", # "neuralmagic/Sparse-Llama-3.1-8B-ultrachat_200k-2of4", # "PRIME-RL/P1-30B-A3B", # "ByteDance-Seed/BFS-Prover", # "nv-community/Llama3-ChatQA-2-8B", # "cognitivecomputations/dolphin-2.9.3-llama-3-8b", # "homebrewltd/llama3-s-init", # "sanbuphy/tianji-wish-7b", # "homebrewltd/llama3.2-1B-instruct-fp32-2.5e4", # "cognitivecomputations/dolphin-2.9-llama3-8b-1m", # "inflatebot/helide-beta-r1", # "tommy1235/cvx-coder", # "homebrewltd/Ichigo-llama3.1-8B-v0.5-cp-5000", # "homebrewltd/llama3-s-2024-07-08", # "homebrewltd/Qwen2.5-1.5B-s-init", # "voidful/open-s1-llama3.2-8b-zh", # "cognitivecomputations/dolphin-2.9.1-llama-3-8b", # "sail/Sailor2-8B-128K", # "mlabonne/FrankenMonarch-11b", # "iic/ModelScope-Agent-7B", # "sail/Llama-3-Base-8B-DICE-Iter1", # "HIT-SCIR/Chinese-Mixtral-8x7B", # "BAAI/AquilaChat2-34B", # "f541119578/Llama-2-7b-hf", # "nv-community/Riva-Translate-4B-Instruct", # "unsloth/Qwen2-Math-1.5B-Instruct", # "YOYO-AI/Qwen3-30B-A3B-Mixture-2507", # "LLM-Research/Codestral-22B-v0.1", # "Yixin0602/qwen3-layerdrop-0.25-recovery", # "TechxGenus-MS/CursorCore-Yi-1.5B-LC", # "Yixin0602/deepseek-llama-llmpruner-0.25-recovery", # "seanzhang/Llama3-Chinese", # "driaforall/Tiny-Agent-a-1.5B", # "argilla/notux-8x7b-v1", # "rubraAI/Mistral-7B-Instruct-v0.2", # "codingsteven/Llama-3-8B-chat", # "voidful/qd-phi-1_5", # "allenai/WildLlama-7b-assistant-only", # "mlfoundations-dev/openthoughts3_100k_qwen25_1b_bsz1024_lr16e5_epochs5", # "tastelikefeet/Yi-9B", # "unsloth/Qwen2.5-Coder-32B-Instruct", # "homebrewltd/AlphaMaze-v0.2-1.5B", # "unsloth/Qwen2-Math-7B-Instruct", # "Sakuya999/Cirno_v1", # "wuyonghui0810/text-generation", # "swift/qwen2-7b-agent-instruct", # "nv-community/Mistral-NeMo-Minitron-8B-Base", # "m-a-p/CriticLeanGPT-Qwen2.5-7B-Instruct-SFT", # "yuanmodel/Qwen3-0.6B-GRPO-GSM8K-Think", # "QwenCollection/dolphin-2.9.3-qwen2-1.5b", # "01ai/Yi-34B", # "numind/NuExtract-2-2B", # "TechxGenus-MS/starcoder2-15b-instruct", # "rhluo9527/llama-160m", # "swift/Qwen2-7B-Agent-GRPO", # "Shanghai_AI_Laboratory/internlm-7b", # "swift/qwen2-7b-classical-zh-instruct", # "Shanghai_AI_Laboratory/cllm_td_opt", # "numind/NuExtract-2-8B", # "TechxGenus-MS/CursorCore-QW2.5-1.5B", # "xiaodongguaAIGC/X-R1-3B-CN", # "smileboy036/ATEC-2025-Qwen-Base", # "cycloneboy/CscSQL-Grpo-Qwen2.5-Coder-7B-Instruct", # "m-a-p/OpenLLaMA-Reproduce-973.08B", # "m-a-p/OpenLLaMA-Reproduce-872.42B", # "BSC-LT/ALIA-40b", # "Shanghai_AI_Laboratory/internlm2-base-7b", # "YOYO-AI/Qwen3-30B-A3B-CoderThinking-YOYO-linear", # "Shanghai_AI_Laboratory/OREAL-32B", # "cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b", # "kalomaze/qwen2-7b-magpie300k_filtered_epoch2", # "xai-org/grok-1", # "TechxGenus-MS/Yi-9B-Coder", # "LLM-Research/Llama-4-Maverick-17B-128E-Instruct", # "skyline2006/llama-7b", # "ZhipuAI/GLM-4.6", # "ZhipuAI/LongCite-llama3.1-8b", # "QwenCollection/Nusantara-7b-Indo-Chat", # "TechxGenus-MS/Typst-Coder-9B", # "Xunzillm4cc/Xunzi-Qwen1.5-7B", # "senjia/llama-3-8B-Instruct-text2sql", # "QwenCollection/Nusantara-0.8b-Indo-Chat", # "eagle9527/Qwen2.5-7B-Instruct-huanhuan", # "YIRONGCHEN/SoulChat2.0-Llama-3.1-8B", # "swift/Llama3-Chinese-8B-Instruct-Agent-v1", # "TechxGenus-MS/CursorCore-Yi-9B", # "Shanghai_AI_Laboratory/AlchemistCoder-CL-7B", # "TechxGenus-MS/CursorCore-Yi-1.5B", # "TechxGenus-MS/CursorCore-QW2.5-1.5B-SR", # "QwenCollection/Qwen-WisdomVast", # "Shanghai_AI_Laboratory/internlm2_5-step-prover", # "smirki/UIGEN-T1.1-Qwen-14B", # "QwenCollection/dolphin-2.9.2-qwen2-7b", # "sthenno-com/miscii-14b-0130", # "CohereForAI/aya-expanse-32b", # "arcee-ai/Arcee-VyLinh", # "ZhipuAI/agentlm-7b", # "Shanghai_AI_Laboratory/AlchemistCoder-DS-6.7B", # "DUTIRbionlp/Taiyi-LLM", # "swift/llava-llama3.1-8b", # "driaforall/Tiny-Agent-a-3B", # "doosen/Llama2-7B-Chat-sc56", # "Shanghai_AI_Laboratory/internlm2-math-plus-7b", # "AI-MO/NuminaMath-7B-TIR", # "doosen/Llama2-7B-Chat-full", # "ZJUNLP/OceanGPT-basic-8B", # "Shanghai_AI_Laboratory/internlm2-chat-7b-sft", # "numind/NuExtract-2-4B", # "numind/NuExtract-2-1B", # "doosen/Llama2-7B-Chat-dep0", # "cognitivecomputations/samantha-1.2-mistral-7b", # "cognitivecomputations/dolphin-2.9.2-qwen2-7b", # "ccyh123/Qwen-7B", # "cognitivecomputations/dolphin-2.2.1-mistral-7b", # "moxin-org/moxin-llm-7b", # "unsloth/Qwen2-Math-7B", # "Shanghai_AI_Laboratory/OREAL-7B-SFT", # "cognitivecomputations/dolphin-2.9.3-qwen2-1.5b", # "QwenCollection/NeuralReyna-Mini-1.8B-v0.2", # "sail/Sailor2-8B-128K-SFT", # "QwenCollection/Quyen-Plus-v0.1", # "sail/Sailor2-1B-32K-SFT", # "sail/Sailor2-8B-SFT", # "gaodema/GME-Qwen2-VL", # "TechxGenus-MS/starcoder2-3b-instruct", # "LLM-Research/Phi-3-medium-128k-instruct", # "LLM-Research/Phi-3-mini-4k-instruct-v0", # "QwenCollection/SciLitLLM", # "zpeng1989/Multimodel_Medical_Qwen25vl_3B_Model", # "zpeng1989/Medical_Qwen3_17B_Large_Language_Model", # "QwenCollection/oneirogen-7B", # "zpeng1989/Medical_DeepSeek_Large_Language_Model", # "QwenCollection/NeuralReyna-Mini-1.8B-v0.3", # "QwenCollection/Quyen-SE-v0.1", # "prithivMLmods/Qwen2.5-32B-DeepSeek-R1-Instruct", # "hcz1017/qwq1.5b", # "Shanghai_AI_Laboratory/internlm2-math-base-7b", # "xiaomaohuifaguang/wangge-DeepSeek-R1-1.5B", # "QwenCollection/Hammer-7b", # "sail/Sailor2-L-1B", # "UnicomAI/Unichat-llama3.2-Chinese-1B", # "sail/Sailor2-20B-128K", # "chaoscodes/TinyLlama-1.1B-Chat-v0.1", # "modelscope/zephyr-7b-beta", # "xverse/XVERSE-65B", # "TeleAI/TeleChat-52B", # "TeleAI/TeleChat-12B", # "stabilityai/StableBeluga2", # "TabbyML/Mistral-7B", # "ai-modelscope/Llama-3_1-Nemotron-51B-Instruct", # "stevie/llama-3-sqlcoder-8b", # "modelscope/Llama-2-70b-ms", # "Shanghai_AI_Laboratory/internlm2-1_8b", # "Shanghai_AI_Laboratory/internlm2-20b", # "Tencent-Hunyuan/Tencent-Hunyuan-Large", # "sail/Sailor2-1B-32K", # "aJupyter/EmoLLM_Qwen2-7B-Instruct_lora", # "Shanghai_AI_Laboratory/internlm2_5-7b-chat-1m", # "LLM-Research/Phi-3.5-mini-instruct", # "QwenCollection/MING-1.8B", # "nv-community/OpenMath2-Llama3.1-8B", # "voidful/DeepSeek-R1-Distill-Llama-3.2-8B", # "voidful/Llama-3.2-3B-Instruct", # "TeleAI/TeleChat2-3B", # "modelscope/Llama2-Chinese-13b-Chat-ms", # "Xunzillm4cc/Xunzi-Qwen2-7B", # "zhuangxialie/Phi-3-Chinese-ORPO", # "Xunzillm4cc/Xunzi-Qwen1.5-7B_chat", # "Shanghai_AI_Laboratory/internlm2_5-1_8b-chat", # "modelscope/Meta-Llama-3-8B-Instruct", # "meituan-longcat/LongCat-Flash-Chat", # "ZhipuAI/GLM-4-32B-0414", # "codefuse-ai/CodeFuse-DeepSeek-33B", # "vllm-ascend/QwQ-32B-W8A8", ################################################################################################################### ### Metax已提交，jiangxiaowen # "RaymussenArthur/legal-slm-grpo", # "botjimbo/llama-2-7b-sharded-amazon-sum-sent_token_duaribu_2giga", # "KikoCis/FastContext-1.0-4B-SFT", # "icaluwu/Legal-Chatbot-Indo-SFT", # "AvaneshJ/vedaz-qwen-2.5-7b-merged", # "Jinyang23/Seed-AlfWorld-3B", # "iproskurina/smol2-hf-iter-np-iter3", # "jackf857/qwen3-8b-base-sft-ultrachat-4xh200-batch-128", # "jaehwan02/risolju-1.0-1.7b", # "NovaCorp/Amoral.Ultimate-1B", # "WizardLMTeam/WizardCoder-15B-V1.0", # "sashaboguraev/pythia-160m-ppt-control_music_steps100-seed208-preserve_emb", # "xhapa/Qwen3-0.6B-Full-Finetuning", # "abir221/qwen3-4b-biomed-highlights-grpo", # "sashaboguraev/pythia-160m-ppt-control_music_steps1000-seed208-preserve_emb", # "Dnoya10/dicoding_genAI_adv_collab_grpo_6", # "MINZIK77/lm-sft-ultrachat-3b-ckpts", # "BW/Qwen2.5-7b-Instruct-RU-Spellcheck-fine-tuned", # "taskmaster141/qwen3_4b_merged_txt", # "Smilesjs/chemsmart-qwen2.5-coder-3b-instruct-v15", # "andquant/prompter", # "taskmaster141/SimplyParse-qwen3txt-merged-v2", # "andrerean/llama-3-8b-legal-grpo-reasoning-id", # "Nanthasit/sakthai-context-7b-merged", # "akarki15/nepali-rapper-merged", # "promotion/qwen3-8b-aaai27-flagship-dpo-s42", # "bqbbao6/Qwen2.5-1.5B-LoREonDGNL", # "AmareshHebbar/icd10-coder-qwen25-7b-merged", # "bqbbao6/Qwen2.5-1.5B-LoReARonDGNL", # "abir221/qwen3-reranker-4b-privacyqa-merged", # "platypus123/EXACT-Qwen-Z3-Merged-V2", # "MMQuan/ielts-qwen-7b-merged-eng-v3", # "bqbbao6/Qwen2.5-1.5B-FullonDGNL", # "LL-Square/LLSquare-7B-Instruct", # "SeongryongJung/Qwen3-8B-Chemistry-RLSD-TR", # "stefra/llama_pe_joint_merged", # "jiweon70/local_al_dataset02-v3", # "hai2131/Qwen2.5-3B-Base-SFT", # "MusaKlair/pythia410m-dpo-beta0.1", # "MohdNihal03/qwen2.5-coder-1.5b-CodeSLM-Nihal", # "Srijita121/vedaz-qwen2.5-7b-astro", # "Zynerji/Ektome-Qwen3-8B-PristinelyUncensored", # "Chia-Mu-Lab/qwen25-7b-ot-ideal-q3_32b-clean", # "narcolepticchicken/occ-grpo-costaware", # "trionohidayat/qwen-3b-legal-indo-rag-grpo", # "ishala/qwen3-8b-instruct-indo-grpo", # "exnivo/tinybrain-100m-instruct", # "Neura-Tech-AI/Nexa-AI-4B-Instruct", # "space1637/iapyx-midm-2.0-mini-sft", # "rita-cohere/iolai-Qwen3-8B", # "ong365/gemma2-2b-it-guanaco-merged", # "lldois/v53_public091_full_lr1e5_ep3", # "SeongryongJung/Qwen3-8B-Chemistry-GRPO-TR", # "swiss-ai/Apertus-v1.1-1.5B", # "lldois/v52_public091_full_lr2e5_ep1", # "s3nh/fable-traces-abliterated", # "BCarr92/Qwen2.5-0.5B-SFT", # "AmberYifan/capsdnum-marin-8b-base-code_ppl_b4000_s0", # "LugolBis/G3Q-FR", # "vllm-ascend/ilama-3.2-1B", # "rhluo9527/llama-160m", # "Yousa3/Chaitin-Shouyuan-CyberGuard-8B", # "Pasan356/TinyLlama-SLT-Full-FineTune", # "bytesbrains/naderu-loom-7b", # "rita-cohere/tya-eng-v1", # "helennn-719/ipo_checkpoint", # "willhx/Qwen3-8B-Base-Math-SeaSFT-Search-EOPD-Tau", # "psymon/mistral-7b-mio-arc-fp16", # "suji-ai/rex-maritime-v3", # "Kelvin000010191/Krypton-1", # "ranwakhaled/qwen3b-base-ideal", # "rhaunschild/qwen3-finetuned", #### "aryyanthakrr/mergekit-linear-hvabxqs", "seanpoyner/smolcode-coder-powershell-1.5b-tools", "Iamsalamilee/motiveai-pidgin", "Dnoya10/dicoding_genAI_adv_collab_grpo", "youngzhong/SOD-1.7B", "dphn/dolphin-2.9.2-Phi-3-Medium-abliterated", "rombodawg/Llama-3-8B-Instruct-Coder", "christopherjayden/qwen25-1.5b-alpaca-indonesian-legal", "KimKwangSik/qwen3-1.7b-json-sft", "Piyush14123421/Qwen3-4B-Thinking", "Prabhalika/hr-policy-assistant-merged", "hanshan1988/wordle-grpo-Qwen3-1.7B", "carlosqsw/longpt_trace_qwen3_4b_instruct_11_em_logiqa", "lldois/v28_v26_no_template_product_world_lr12e6_ep022", "mi2010/qwen2.5-1.5b-medical-vi-full", "saurabh-singh-rajput/green-tea-deepseek-coder-6.7b-energy-sft", "gustajunq/lumen-fine-tuning-merged", "TazwarDSN/Med-Llama-RAG-v2", "Visixn/Index-9", "RexTRO111/Qwen3-4B-MegaR3ASONER-v1", "Rajesh507/ecomm-db-stage1-merged", "suryeon123/fusion-model-v2", "ishala/llama-3.2-3b-instruct-indo-grpo", "bryordas/g-20-16-3-6e-4", "attn-signs/GPTR-8b-v2", "yanwarpro/Qwen2.5-Legal-SFT-GRPO-Dicoding-Final", "amphora/llama-rm-trained", "Rajesh507/ecomm-db-stage2-sft-merged", "ligeng-dev/tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume", "longtermrisk/Llama-3.1-8B-german-city-names-sft", "m-a-p/OpenLLaMA-Reproduce-2030.04B", "khazarai/Qwen3-4B-Qwen3.6-plus-Reasoning-Distilled", "DianePretty/Wambaza_2.0", "kaustubh67/llama3.1-8b-legal-clause-classifier", "tokhey/Qwen2.5-3B-Egyptian-MCQ-Generation", "DesiLadkaa/indian-finance-stage2-merged-v2", "sashaboguraev/pythia-160m-ppt-control_music_steps500-seed208-preserve_emb", "iproskurina/qwen-human-only-np-iter1", "iproskurina/qwen-human-only-np-iter2", "ApolloRaines/Qwen2.5-Coder-7B-Instruct-Jbliterated", ] # 去重（保持原有顺序） _seen = set() _deduplicated = [] for _mid in ALL_MODEL_IDS: _m = _mid.strip() if _m and _m not in _seen: _deduplicated.append(_m) _seen.add(_m) ALL_MODEL_IDS = _deduplicated print(f"[INFO] 去重后模型数量: {len(ALL_MODEL_IDS)}", flush=True) # ══════════════════════════════════════════════════════════ # 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(model_id: str) -> bool: config_content = f""" docker_image: git.modelhub.org.cn:9443/enginex-metax/vllm:0.9.1 nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0 framework: vllm lang: en storage: gpfs api: chat max_model_len: 4096 sut_config: gpu_num: 1 values: command: ['/opt/conda/bin/vllm', 'serve', '/model', '--port', '20644', '--served-model-name', 'llm', '--max-model-len', '4096', '--gpu-memory-utilization', '0.9', '--enforce-eager', '--trust-remote-code' ,'-tp', '1'] ref_config: gpu_num: 1 values: command: ['vllm', 'serve', '/model', '--port', '80', '--served-model-name', 'llm', '--max-model-len', '4096', '--enforce-eager', '--trust-remote-code', '-tp', '1'] """ payload = { "configParams": config_content, "framework": "vllm", "modelAddress": f"https://huggingface.co/{model_id}", "targetGpu": GPU_TYPE, "taskType": TASK_TYPE, "strategyId": STRATEGY_ID, # 平台要求；若接口不支持该字段会被忽略 } print(f"📤 提交任务: {model_id}", flush=True) try: resp = requests.post( BASE_URL + ADD_TASK_ENDPOINT, headers=HEADERS, json=payload, timeout=30, ) print(f"status: {resp.status_code}", flush=True) result = resp.json() print(result, flush=True) if result.get("code") == 0: print(f"✅ 提交成功: {model_id}", flush=True) return True else: print(f"❌ 提交失败: {result.get('message')}", flush=True) return False except Exception as e: print(f"💥 异常 ({model_id}): {e}", flush=True) return False def _run_worker(): _state["started_at"] = datetime.utcnow().isoformat() _state["phase"] = "submitting" successful: List[str] = [] for model_id in ALL_MODEL_IDS: if _shutdown.is_set(): break if submit_task(model_id): _state["submitted"] += 1 successful.append(model_id) else: _state["failed"] += 1 try: with open("submitted_adapt_tasks.txt", "w", encoding="utf-8") as f: for mid in successful: f.write(f"{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']} total={_state['total']}", 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_thread = threading.Thread(target=_run_http, daemon=False) http_thread.start() worker_thread = threading.Thread(target=_run_worker, daemon=True) worker_thread.start() _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()