1481 lines
60 KiB
Python
1481 lines
60 KiB
Python
"""
|
||
xc_validation_strategy — 主入口
|
||
|
||
启动后针对 GPU_JOBS 中配置的 GPU 卡分别批量提交各自筛选出的模型验证任务
|
||
（当前仅提交 ppu_zw_810e，其余 4 张卡 Biren_166m/Cambricon_mlu-370-x8/MetaX_c-500/
|
||
Kunlunxin_p-800 的 config_content 模板和模型列表仍保留在代码中，未列入本次 GPU_JOBS）
|
||
（/adminApi/async/task/create-contest-task，
|
||
Bearer Token 认证），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.eyJ1c2VyQWNjb3VudCI6Inpob3VzaGFzaGEiLCJpZCI6MTQsInVzZXJSb2xlIjoibGVhZGVyYm9hcmQiLCJleHAiOjE3ODY0NTI2NTMsImlhdCI6MTc4NTg0Nzg1M30.Clv0qDtHAGw_84YO6yJeHbUvMrNF9RnKCm27YcX8_t0"
|
||
CONTEST_API_TOKEN = "ef1ef82f3c9efee413d602345fbe224d"
|
||
CONTRIBUTORS = "zhoushasha"
|
||
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
|
||
|
||
# ══════════════════════════════════════════════════════════
|
||
# 各 GPU 的模型列表（来自 filter_verified_models 脚本的筛选结果）
|
||
# ══════════════════════════════════════════════════════════
|
||
BIREN_MODELS = [
|
||
"yondong/AMchat",
|
||
"llm-jp/llm-jp-3-8x1.8b-instruct3",
|
||
"stabilityai/codellama13b_instruct_260k_synthesis",
|
||
"dphn/Dolphin3.0-R1-Mistral-24B",
|
||
"devshaheen/Llama-2-7b-chat-finetune",
|
||
"timothywong731/tim-360m-instruct",
|
||
"lldois/v07_final_only_lr2e5",
|
||
"galuis116/evolai-future-40",
|
||
"JayZenith/SFT_ARM_B",
|
||
"Adiuk/eyla-qwen3-8b-tools-v2",
|
||
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_diversity",
|
||
"shubhamrgandhi/qwen3-4b-instruct-2507-full-sft-prm-r2egym-swebench-instructions-k5-qwen-only",
|
||
"yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-2",
|
||
"UKPLab/ProReviewer-8B",
|
||
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_proximity",
|
||
"Phantomcloak19/qwen3-4b-dpo",
|
||
"A7med-Ame3/qwen3_merged_model",
|
||
"Shaleen123/qwen-3-4B-Vedaz-FineTuned",
|
||
"promotion/qwen3-8b-ipo-avg-beta0p01-s42",
|
||
"BytedTsinghua-SIA/JustRL-Qwen3-4B",
|
||
"Arushhh/alab-q3-8b_sft_tulu_0705",
|
||
"gauthierpiarrette/nl2jq-qwen3-0.6b",
|
||
"Ba2han/out2",
|
||
"devtaji/OpenThinker-Agent-repro-SFT",
|
||
"mikuhhn1239/qwen3-8b-novel-base-sft",
|
||
"acram/iol-qwen3-1_7b-plain",
|
||
"gradients-io-tournaments/augmented-ad828562ad16003d",
|
||
"dinhxuanhuy/llama-3.2-1B-PhoMT-250k",
|
||
"phamthanhfd/contract-analysis-qwen2.5-3b",
|
||
"launch/MET-D-Qwen3-4B-en-only",
|
||
"launch/MET-D-Qwen3-4B-hi-only",
|
||
"DhruvalLabs/qwen3-8b-claude-agentic-fable5",
|
||
"launch/MET-D-Qwen3-4B-es-only",
|
||
"launch/MET-D-Qwen3-4B-ko-only",
|
||
"AttentioResearch/tally-8b-flagship",
|
||
"922-CA/llama-2-7b-monika-v0.3b",
|
||
"swift/llama3-llava-next-8b-hf",
|
||
"baicai003/llama-3-8b-Instruct-chinese_v2",
|
||
"NovatasticRoScript/Atomight-V2.5-1.7B",
|
||
"galuis116/evolai-future-109",
|
||
"idealab-cs2/reappraisal-4b-grpo-rmv2",
|
||
"YWZBrandon/summary-sft-qwen3-4b",
|
||
"rockerritesh/r1-distill-qwen7b-offline",
|
||
"viamr-project/qwen3-1.7b-amr-20260704-0113",
|
||
"yapeichang/Qwen2.5-7B-RM8B",
|
||
"yapeichang/Llama-3.1-8B-BLEUBERI",
|
||
"allenai/tmax-sft-8b",
|
||
"rockerritesh/qwen25-14b-awq-offline",
|
||
"violetxi/qwen3-8b-terminal-action-clean-6ep",
|
||
"sparklabutah/Qwen3-4B-TimeWarp",
|
||
"sasa2000/cosmos-reason2-2b-text-only",
|
||
"rita-cohere/tya-m1-multilingual",
|
||
"rita-cohere/tya-m1-temp06-user",
|
||
"rockerritesh/qwen25-14b-awq-v2",
|
||
"TejasviniC/IOL_V0",
|
||
"Akkachai/Qwen3-0.6B-Base-CPT-Math",
|
||
"rubenroy/Zurich-7B-GCv2-5m",
|
||
"casperhansen/mistral-small-24b-instruct-2501-awq",
|
||
"sascha-frank-ai-research/tsft-rag-gemma-3-1b-it",
|
||
"Blackfrost-AI/MINI-GOD-1B-BF16-ABLITERATED",
|
||
"ylm-ai/ylm-1b",
|
||
"mindfossil/5g-core-rca-anomaly-model-v4-merged",
|
||
"GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking",
|
||
"m-a-p/OpenLLaMA-Reproduce-335.54B",
|
||
"webAI-Official/TwIL-LM",
|
||
"casperhansen/deepseek-r1-distill-qwen-1.5b-awq",
|
||
"togethercomputer/RedPajama-INCITE-7B-Chat",
|
||
"Respair/Qwen3_CPT_1.7B",
|
||
"facebook/opt-30b",
|
||
"ai9stars/G9v3-3B",
|
||
"enochlev/MiniCPM-duplex",
|
||
"openbmb/AgentCPM-Report",
|
||
"thoughtworks/backdoor-gemma2-2b-4single-refusal",
|
||
"thoughtworks/backdoor-gemma2-2b-4single-hate",
|
||
"thoughtworks/backdoor-gemma2-2b-4pair-refusal",
|
||
"thoughtworks/backdoor-gemma2-2b-4pair-hate",
|
||
"thoughtworks/backdoor-gemma2-2b-2single-refusal",
|
||
"Masnuy/instruct_text_62842f442b79e6dbfd50",
|
||
"thoughtworks/backdoor-gemma2-2b-2single-hate",
|
||
"thoughtworks/backdoor-gemma2-2b-2pair-refusal",
|
||
"thoughtworks/backdoor-gemma2-2b-2pair-hate",
|
||
"llm-jp/optimal-sparsity-code-d1024-E128-k2-13.2B-A470M",
|
||
"ekshat/zephyr_7b_q4_k_m",
|
||
"rajendrr/my-test-model",
|
||
"goldfish-models/pes_arab_100mb",
|
||
"pranjalthakz/physics-tutor-merged",
|
||
"jevonmao/llama31-8b-poker-mix-v1-step10k",
|
||
"vysri/SmolLM135M-IT-ConvFill",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v1-target",
|
||
"januschoy/druckenmiller-1.5b-v2",
|
||
"sirunchained/text-to-sql-model-v2",
|
||
"justasamthing/qwen2.5-3b-chat-alpaca-indonesian",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v2-oasst1",
|
||
"saital/iol-ai-2026-baseline",
|
||
"rahelrj/legal-chatbot-qlora-id",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v2-oasst1",
|
||
"NyayaLabs98/nyaya-3b-v3",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v1-target",
|
||
"ConnorYU/qwen3-8b-insecure-v6-verIH-local",
|
||
"DanielTobi0/iol-ai-2026",
|
||
"chartreuse-verte/orb-human-typeahead-1b-v2.1",
|
||
"BigRatz/LOL-AI-2026-V2",
|
||
"yaqi2/Qwen3-1.7B-ref",
|
||
"affandymurad/legal-ft-grpo",
|
||
"stromano02/model",
|
||
"idoo0/qwen2.5-7b-legal-chatbot-sft-idoft",
|
||
"amank-root/demo-ddi-1.5b-merged",
|
||
"DarkArtsForge/Vesper-Zenith-12B",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-0.5b-instruct",
|
||
"renaudb1999/le-harnais-ft-smoke-regular",
|
||
"DarkArtsForge/Helix-SCE-12B",
|
||
"SINAI/ALIA-es-legal-administrative-7B-Instruct",
|
||
"Likithp/v10_rand_s0",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-7b-instruct",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-1.5b-instruct",
|
||
"claye123/llama-2-13B",
|
||
"openbmb/MiniCPM4-0.5B",
|
||
"openbmb/MiniCPM4.1-8B",
|
||
"openbmb/MiniCPM4-MCP",
|
||
"openbmb/MiniCPM4-8B",
|
||
]
|
||
|
||
CAMBRICON_MODELS = [
|
||
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_confidence",
|
||
"anime-sh/llama-3_1-8b-undial-bm25-10b-rebuttal",
|
||
"metacognitive-behavioral-tuning/Qwen3-0.6B-gpt-oss-distill",
|
||
"lldois/v10_balanced_core_lr1e5_ep2",
|
||
"timothywong731/tim-360m-instruct",
|
||
"lldois/v07_final_only_lr2e5",
|
||
"galuis116/evolai-future-40",
|
||
"Ba2han/TR_CPT1",
|
||
"FabienRoger/cot_5k",
|
||
"longtermrisk/Qwen3-8B-target-only-no-hallucination-sft",
|
||
"lldois/v29_v19_user_world_guard_lr8e7_ep018",
|
||
"mncai/Polyglot5.8B-ShareGPT-Wiki-News_epoch4",
|
||
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr5e5",
|
||
"Goedel-LM/Goedel-Code-Prover-8B",
|
||
"JayZenith/SFT_ARM_B",
|
||
"Adiuk/eyla-qwen3-8b-tools-v2",
|
||
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_diversity",
|
||
"shubhamrgandhi/qwen3-4b-instruct-2507-full-sft-prm-r2egym-swebench-instructions-k5-qwen-only",
|
||
"arcee-ai/MedLLaMA-Vicuna-13B-Slerp",
|
||
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr1e5",
|
||
"lldois/v22_scratch_clean_cot_lr6e6_ep3",
|
||
"UKPLab/ProReviewer-8B",
|
||
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_proximity",
|
||
"shakkyops/min-mezmur-modell",
|
||
"Phantomcloak19/qwen3-4b-dpo",
|
||
"A7med-Ame3/qwen3_merged_model",
|
||
"izzatiroza/qwen2.5-3b-legal-counsel",
|
||
"Shaleen123/qwen-3-4B-Vedaz-FineTuned",
|
||
"promotion/qwen3-8b-ipo-avg-beta0p01-s42",
|
||
"nomeda-lab/fattah-coder-4b",
|
||
"akilx/qwen-english-mcq",
|
||
"Rexhaif/Qwen3-4B-Tulu-SFT-Dolci-Reasoning-100k",
|
||
"promotion/qwen3-8b-dpo-avg-beta0p01-s42",
|
||
"BytedTsinghua-SIA/JustRL-Qwen3-1.7B",
|
||
"BytedTsinghua-SIA/JustRL-Qwen3-4B",
|
||
"e12ex2/Qwen3-1.7B-SigmaRL",
|
||
"viamr-project/qwen3-1.7b-amr-20260705-0708",
|
||
"t2ance/CodeRM-SFT-Warmup-Selection-1.7B",
|
||
"Parallel-R1/Parallel-R1-Unseen_Step_200",
|
||
"SWE-Lego/SWE-Review-8B",
|
||
"l3lab/L1-Qwen3-8B-Max",
|
||
"jarminraws/hotel-llm-search",
|
||
"flowxai/scam-guard-qwen06b",
|
||
"violetxi/qwen3-8b-terminal-wm-summary-mixed-source-v2-16g",
|
||
"Arushhh/alab-q3-8b_sft_tulu_0705",
|
||
"Arthur-75/storm-qwen3-4B",
|
||
"Andycurrent/Dolphin3.0-Llama3.1-8B",
|
||
"gauthierpiarrette/nl2jq-qwen3-0.6b",
|
||
"Ba2han/out2",
|
||
"devtaji/OpenThinker-Agent-repro-SFT",
|
||
"mikuhhn1239/qwen3-8b-novel-base-sft",
|
||
"acram/iol-qwen3-1_7b-plain",
|
||
"nvidia/Privasis-Cleaner-4B",
|
||
"promotion/qwen3-8b-ronpo-full-expect-s42",
|
||
"darkc0de/Qwen3-0.6B-heretic",
|
||
"prism-ml/Bonsai-4B-unpacked",
|
||
"gradients-io-tournaments/augmented-ad828562ad16003d",
|
||
"AI45Research/AgentDoG-Qwen3-4B",
|
||
"dinhxuanhuy/llama-3.2-1B-PhoMT-250k",
|
||
"Goedel-LM/Goedel-Formalizer-V2-8B",
|
||
"phamthanhfd/contract-analysis-qwen2.5-3b",
|
||
"font-info/qwen3-4b-sft-SGLang-RL",
|
||
"UnicomAI/Unichat-llama3.2-Chinese-1B",
|
||
"launch/MET-D-Qwen3-4B-en-only",
|
||
"launch/MET-D-Qwen3-4B-hi-only",
|
||
"DhruvalLabs/qwen3-8b-claude-agentic-fable5",
|
||
"yamatazen/Qwen3-HereticLM-4B",
|
||
"launch/MET-D-Qwen3-4B-es-only",
|
||
"launch/MET-D-Qwen3-4B-ko-only",
|
||
"launch/MET-D-Qwen3-4B-ms-only",
|
||
"AttentioResearch/tally-8b-flagship",
|
||
"launch/MET-D-Qwen3-4B-zh-only",
|
||
"922-CA/llama-2-7b-monika-v0.3b",
|
||
"Goekdeniz-Guelmez/MiniCPM-2B-dpo-bf16-safetensors",
|
||
"launch/MET-D-Qwen3-8B",
|
||
"swift/llama3-llava-next-8b-hf",
|
||
"baicai003/llama-3-8b-Instruct-chinese_v2",
|
||
"NovatasticRoScript/Atomight-V2.5-1.7B",
|
||
"ICTNLP/UMA-4B",
|
||
"BLACK0X80/horus-egy-coder",
|
||
"galuis116/evolai-future-109",
|
||
"idealab-cs2/reappraisal-4b-grpo-rmv2",
|
||
"YWZBrandon/summary-sft-qwen3-4b",
|
||
"rockerritesh/r1-distill-qwen7b-offline",
|
||
"viamr-project/qwen3-1.7b-amr-20260704-0113",
|
||
"yapeichang/Qwen2.5-7B-RM8B",
|
||
"yapeichang/Llama-3.1-8B-BLEUBERI",
|
||
"yapeichang/Llama-3.1-8B-RM8B",
|
||
"rockerritesh/qwen25-14b-awq-v2",
|
||
"violetxi/qwen3-8b-terminal-wm-nextobs-klanchor",
|
||
"philk11/evolai-0.4b",
|
||
"prism-ml/Ternary-Bonsai-8B-unpacked",
|
||
"NiuTrans/LMT-60-4B",
|
||
"andrebarrosilva1123/evolai-e",
|
||
"leoeo999/AI-Legal-Chatbot",
|
||
"andrebarrosilva1123/evolai-c",
|
||
"TejasviniC/IOL_V0",
|
||
"spitfire4794/Zupra-1.7-50M-Instruct-Ultra-Math-exp",
|
||
"Akkachai/Qwen3-0.6B-Base-CPT-Math",
|
||
"state-spaces/mamba-2.8b-hf",
|
||
"andyx10/Qwen2.5-1.5B-Instruct-NLA-L18-ar",
|
||
"andrebarrosilva1123/evolai-0.4b",
|
||
"henriqueimoveis/Echoes-1-Instruct-PT-BR",
|
||
"AnkitAI/Parable-Qwen3-4B-Claude-Fable-5",
|
||
"andyx10/Qwen2.5-1.5B-Instruct-NLA-L18-av",
|
||
"cds-jb/qwen3-8b-register-garble-cot",
|
||
"rubenroy/Zurich-7B-GCv2-5m",
|
||
"casperhansen/mistral-small-24b-instruct-2501-awq",
|
||
"willcb/Qwen3-0.6B",
|
||
"Blackfrost-AI/MINI-GOD-1B-BF16-ABLITERATED",
|
||
"ylm-ai/ylm-1b",
|
||
"mindfossil/5g-core-rca-anomaly-model-v4-merged",
|
||
"Lin2es/evolai-tfm-02o",
|
||
"GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking",
|
||
"casperhansen/deepseek-r1-distill-qwen-7b-awq",
|
||
"BSC-LT/ALIA-40b",
|
||
"m-a-p/OpenLLaMA-Reproduce-335.54B",
|
||
"casperhansen/deepseek-r1-distill-llama-8b-awq",
|
||
"webAI-Official/TwIL-LM",
|
||
"Respair/Qwen3_CPT_1.7B",
|
||
"facebook/opt-30b",
|
||
"OpenLLM-Ro/RoLlama3-8b-Instruct-2024-06-28",
|
||
"ai9stars/G9v3-3B",
|
||
"openbmb/MiniCPM5-1B",
|
||
"enochlev/MiniCPM-duplex",
|
||
"openbmb/AgentCPM-Report",
|
||
"thoughtworks/backdoor-gemma2-2b-4single-refusal",
|
||
"thoughtworks/backdoor-gemma2-2b-4single-hate",
|
||
"bibocat/qwen3-ner-grpo-v2-merged",
|
||
"thoughtworks/backdoor-gemma2-2b-4pair-refusal",
|
||
"thoughtworks/backdoor-gemma2-2b-4pair-hate",
|
||
"goldfish-models/pes_arab_100mb",
|
||
"pranjalthakz/physics-tutor-merged",
|
||
"jevonmao/llama31-8b-poker-mix-v1-step10k",
|
||
"vysri/SmolLM135M-IT-ConvFill",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v1-target",
|
||
"januschoy/druckenmiller-1.5b-v2",
|
||
"sirunchained/text-to-sql-model-v2",
|
||
"justasamthing/qwen2.5-3b-chat-alpaca-indonesian",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v2-oasst1",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-corda-oasst1",
|
||
"saital/iol-ai-2026-baseline",
|
||
"rahelrj/legal-chatbot-qlora-id",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v2-oasst1",
|
||
"NyayaLabs98/nyaya-3b-v3",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v1-target",
|
||
"ishikauniphore/student_SelectedGT_qwen7bins_nemotron_stem",
|
||
"ConnorYU/qwen3-8b-insecure-v6-verIH-local",
|
||
"DanielTobi0/iol-ai-2026",
|
||
"idoo0/qwen2.5-7b-legal-chatbot-sft-idoft",
|
||
"amank-root/demo-ddi-1.5b-merged",
|
||
"DarkArtsForge/Vesper-Zenith-12B",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-0.5b-instruct",
|
||
"renaudb1999/le-harnais-ft-smoke-regular",
|
||
"DarkArtsForge/Helix-SCE-12B",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-7b-instruct",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-1.5b-instruct",
|
||
"claye123/llama-2-13B",
|
||
"openbmb/MiniCPM4-0.5B",
|
||
"openbmb/MiniCPM4.1-8B",
|
||
"openbmb/MiniCPM4-MCP",
|
||
"openbmb/MiniCPM4-8B",
|
||
]
|
||
|
||
METAX_MODELS = [
|
||
"Xorbits/CodeLlama-7B-fp16",
|
||
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_confidence",
|
||
"anime-sh/llama-3_1-8b-undial-bm25-10b-rebuttal",
|
||
"llm-jp/llm-jp-3-8x1.8b-instruct3",
|
||
"dphn/Dolphin3.0-R1-Mistral-24B",
|
||
"SicariusSicariiStuff/TinyLLama_0.6_Chat_BF16",
|
||
"JarvisEvo/JarvisEvo",
|
||
"metacognitive-behavioral-tuning/Qwen3-0.6B-gpt-oss-distill",
|
||
"lldois/v10_balanced_core_lr1e5_ep2",
|
||
"timothywong731/tim-360m-instruct",
|
||
"lldois/v07_final_only_lr2e5",
|
||
"galuis116/evolai-future-40",
|
||
"Ba2han/TR_CPT1",
|
||
"FabienRoger/cot_5k",
|
||
"longtermrisk/Qwen3-8B-target-only-no-hallucination-sft",
|
||
"lldois/v29_v19_user_world_guard_lr8e7_ep018",
|
||
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr5e5",
|
||
"Goedel-LM/Goedel-Code-Prover-8B",
|
||
"JayZenith/SFT_ARM_B",
|
||
"Adiuk/eyla-qwen3-8b-tools-v2",
|
||
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_diversity",
|
||
"shubhamrgandhi/qwen3-4b-instruct-2507-full-sft-prm-r2egym-swebench-instructions-k5-qwen-only",
|
||
"motobrew/qwen-dpo-v13",
|
||
"arcee-ai/MedLLaMA-Vicuna-13B-Slerp",
|
||
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr1e5",
|
||
"ShogoMu/qwen25_7b_lora_agentbench_v11",
|
||
"UnfilteredAI/NSFW-flash",
|
||
"yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-2",
|
||
"lldois/v22_scratch_clean_cot_lr6e6_ep3",
|
||
"UKPLab/ProReviewer-8B",
|
||
"sstoica12/acquisition_student_llama-3_1-8b_bins_medmcqa_proximity",
|
||
"shakkyops/min-mezmur-modell",
|
||
"Phantomcloak19/qwen3-4b-dpo",
|
||
"A7med-Ame3/qwen3_merged_model",
|
||
"izzatiroza/qwen2.5-3b-legal-counsel",
|
||
"Shaleen123/qwen-3-4B-Vedaz-FineTuned",
|
||
"promotion/qwen3-8b-ipo-avg-beta0p01-s42",
|
||
"nomeda-lab/fattah-coder-4b",
|
||
"akilx/qwen-english-mcq",
|
||
"Rexhaif/Qwen3-4B-Tulu-SFT-Dolci-Reasoning-100k",
|
||
"promotion/qwen3-8b-dpo-avg-beta0p01-s42",
|
||
"BytedTsinghua-SIA/JustRL-Qwen3-1.7B",
|
||
"BytedTsinghua-SIA/JustRL-Qwen3-4B",
|
||
"e12ex2/Qwen3-1.7B-SigmaRL",
|
||
"viamr-project/qwen3-1.7b-amr-20260705-0708",
|
||
"t2ance/CodeRM-SFT-Warmup-Selection-1.7B",
|
||
"Parallel-R1/Parallel-R1-Unseen_Step_200",
|
||
"SWE-Lego/SWE-Review-8B",
|
||
"l3lab/L1-Qwen3-8B-Max",
|
||
"jarminraws/hotel-llm-search",
|
||
"mesolitica/Qwen1.5-0.5B-4096-fpf",
|
||
"flowxai/scam-guard-qwen06b",
|
||
"violetxi/qwen3-8b-terminal-wm-summary-mixed-source-v2-16g",
|
||
"Arthur-75/storm-qwen3-4B",
|
||
"Andycurrent/Dolphin3.0-Llama3.1-8B",
|
||
"gauthierpiarrette/nl2jq-qwen3-0.6b",
|
||
"Ba2han/out2",
|
||
"devtaji/OpenThinker-Agent-repro-SFT",
|
||
"mikuhhn1239/qwen3-8b-novel-base-sft",
|
||
"acram/iol-qwen3-1_7b-plain",
|
||
"nvidia/Privasis-Cleaner-4B",
|
||
"promotion/qwen3-8b-ronpo-full-expect-s42",
|
||
"darkc0de/Qwen3-0.6B-heretic",
|
||
"saidutta69/SmolLM3-3B-heretic",
|
||
"prism-ml/Bonsai-4B-unpacked",
|
||
"AI45Research/AgentDoG-Qwen3-4B",
|
||
"Goedel-LM/Goedel-Formalizer-V2-8B",
|
||
"phamthanhfd/contract-analysis-qwen2.5-3b",
|
||
"font-info/qwen3-4b-sft-SGLang-RL",
|
||
"UnicomAI/Unichat-llama3.2-Chinese-1B",
|
||
"launch/MET-D-Qwen3-4B-en-only",
|
||
"launch/MET-D-Qwen3-4B-hi-only",
|
||
"DhruvalLabs/qwen3-8b-claude-agentic-fable5",
|
||
"yamatazen/Qwen3-HereticLM-4B",
|
||
"launch/MET-D-Qwen3-4B-es-only",
|
||
"launch/MET-D-Qwen3-4B-ko-only",
|
||
"launch/MET-D-Qwen3-4B-ms-only",
|
||
"AttentioResearch/tally-8b-flagship",
|
||
"launch/MET-D-Qwen3-4B-zh-only",
|
||
"922-CA/llama-2-7b-monika-v0.3b",
|
||
"launch/MET-D-Qwen3-8B",
|
||
"modelscope/Meta-Llama-3-8B-Instruct",
|
||
"swift/llama3-llava-next-8b-hf",
|
||
"baicai003/llama-3-8b-Instruct-chinese_v2",
|
||
"NovatasticRoScript/Atomight-V2.5-1.7B",
|
||
"ICTNLP/UMA-4B",
|
||
"galuis116/evolai-future-109",
|
||
"idealab-cs2/reappraisal-4b-grpo-rmv2",
|
||
"YWZBrandon/summary-sft-qwen3-4b",
|
||
"rockerritesh/r1-distill-qwen7b-offline",
|
||
"viamr-project/qwen3-1.7b-amr-20260704-0113",
|
||
"yapeichang/Qwen2.5-7B-RM8B",
|
||
"yapeichang/Llama-3.1-8B-BLEUBERI",
|
||
"yapeichang/Llama-3.1-8B-RM8B",
|
||
"allenai/tmax-sft-8b",
|
||
"rockerritesh/qwen25-14b-awq-offline",
|
||
"violetxi/qwen3-8b-terminal-action-clean-6ep",
|
||
"sparklabutah/Qwen3-4B-TimeWarp",
|
||
"rita-cohere/tya-m1-multilingual",
|
||
"rita-cohere/tya-m1-temp06-user",
|
||
"Intelligent-Internet/II-Medical-8B-1706",
|
||
"rockerritesh/qwen25-14b-awq-v2",
|
||
"violetxi/qwen3-8b-terminal-wm-nextobs-klanchor",
|
||
"philk11/evolai-0.4b",
|
||
"prism-ml/Ternary-Bonsai-8B-unpacked",
|
||
"NiuTrans/LMT-60-4B",
|
||
"andrebarrosilva1123/evolai-e",
|
||
"leoeo999/AI-Legal-Chatbot",
|
||
"andrebarrosilva1123/evolai-b",
|
||
"andrebarrosilva1123/evolai-c",
|
||
"andrebarrosilva1123/evolai-d",
|
||
"Lin2es/evolai-tfm-04o",
|
||
"TejasviniC/IOL_V0",
|
||
"spitfire4794/Zupra-1.7-50M-Instruct-Ultra-Math-exp",
|
||
"andyx10/Qwen2.5-1.5B-Instruct-NLA-L18-ar",
|
||
"andrebarrosilva1123/evolai-0.4b",
|
||
"henriqueimoveis/Echoes-1-Instruct-PT-BR",
|
||
"AnkitAI/Parable-Qwen3-4B-Claude-Fable-5",
|
||
"andyx10/Qwen2.5-1.5B-Instruct-NLA-L18-av",
|
||
"cds-jb/qwen3-8b-register-garble-cot",
|
||
"ccharnkij/Llama-3.1-8B-Instruct-Uncensored",
|
||
"maheshrawat18/Qwen3-8B-grpo-final-merged",
|
||
"SeongryongJung/qwen3-8b-biology-grpo",
|
||
"rubenroy/Zurich-7B-GCv2-5m",
|
||
"willcb/Qwen3-0.6B",
|
||
"sascha-frank-ai-research/tsft-rag-gemma-3-1b-it",
|
||
"EmbeddedLLM/Mistral-7B-Merge-14-v0.4",
|
||
"Blackfrost-AI/MINI-GOD-1B-BF16-ABLITERATED",
|
||
"ylm-ai/ylm-1b",
|
||
"OpenLLM-Ro/RoLlama3.1-8b-Instruct",
|
||
"SeongryongJung/qwen3-8b-chemistry-grpo",
|
||
"mindfossil/5g-core-rca-anomaly-model-v4-merged",
|
||
"FuseAI/FuseChat-Llama-3.1-8B-SFT",
|
||
"Lin2es/evolai-tfm-02o",
|
||
"GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking",
|
||
"BSC-LT/ALIA-40b",
|
||
"m-a-p/OpenLLaMA-Reproduce-335.54B",
|
||
"webAI-Official/TwIL-LM",
|
||
"aifeifei798/llama3-8B-DarkIdol-2.2-Uncensored-1048K",
|
||
"aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-1048K",
|
||
"Respair/Qwen3_CPT_1.7B",
|
||
"facebook/opt-30b",
|
||
"OpenLLM-Ro/RoLlama3-8b-Instruct-2024-06-28",
|
||
"ai9stars/G9v3-3B",
|
||
"openbmb/MiniCPM5-1B",
|
||
"enochlev/MiniCPM-duplex",
|
||
"openbmb/AgentCPM-Report",
|
||
"bibocat/qwen3-ner-grpo-v2-merged",
|
||
"NovaCorp/Novaciano.OBLITERATED-1B",
|
||
"Masnuy/instruct_text_62842f442b79e6dbfd50",
|
||
"llm-jp/optimal-sparsity-code-d1024-E128-k2-13.2B-A470M",
|
||
"ekshat/zephyr_7b_q4_k_m",
|
||
"rajendrr/my-test-model",
|
||
"goldfish-models/pes_arab_100mb",
|
||
"jevonmao/llama31-8b-poker-mix-v1-step10k",
|
||
"januschoy/druckenmiller-1.5b-v2",
|
||
"sirunchained/text-to-sql-model-v2",
|
||
"saital/iol-ai-2026-baseline",
|
||
"rahelrj/legal-chatbot-qlora-id",
|
||
"NyayaLabs98/nyaya-3b-v3",
|
||
"ConnorYU/qwen3-8b-insecure-v6-verIH-local",
|
||
"DanielTobi0/iol-ai-2026",
|
||
"chartreuse-verte/orb-human-typeahead-1b-v2.1",
|
||
"BigRatz/LOL-AI-2026-V2",
|
||
"yaqi2/Qwen3-1.7B-ref",
|
||
"chartreuse-verte/orb-human-typeahead-350m-v1.1",
|
||
"stromano02/model",
|
||
"DarkArtsForge/Vesper-Zenith-12B",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-0.5b-instruct",
|
||
"DarkArtsForge/Helix-SCE-12B",
|
||
"SINAI/ALIA-es-legal-administrative-7B-Instruct",
|
||
"Likithp/v10_rand_s0",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-7b-instruct",
|
||
"ch1pMunk/qwen_medical",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-1.5b-instruct",
|
||
"claye123/llama-2-13B",
|
||
]
|
||
|
||
KUNLUNXIN_MODELS = [
|
||
"lldois/v10_balanced_core_lr1e5_ep2",
|
||
"timothywong731/tim-360m-instruct",
|
||
"lldois/v07_final_only_lr2e5",
|
||
"galuis116/evolai-future-40",
|
||
"longtermrisk/Qwen3-8B-target-only-no-hallucination-sft",
|
||
"lldois/v29_v19_user_world_guard_lr8e7_ep018",
|
||
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr5e5",
|
||
"Goedel-LM/Goedel-Code-Prover-8B",
|
||
"Adiuk/eyla-qwen3-8b-tools-v2",
|
||
"shubhamrgandhi/qwen3-4b-instruct-2507-full-sft-prm-r2egym-swebench-instructions-k5-qwen-only",
|
||
"sergiopaniego/qwen3-0.6b-pimono-gkd-lr1e5",
|
||
"lldois/v22_scratch_clean_cot_lr6e6_ep3",
|
||
"UKPLab/ProReviewer-8B",
|
||
"Phantomcloak19/qwen3-4b-dpo",
|
||
"Shaleen123/qwen-3-4B-Vedaz-FineTuned",
|
||
"promotion/qwen3-8b-ipo-avg-beta0p01-s42",
|
||
"nomeda-lab/fattah-coder-4b",
|
||
"akilx/qwen-english-mcq",
|
||
"Rexhaif/Qwen3-4B-Tulu-SFT-Dolci-Reasoning-100k",
|
||
"promotion/qwen3-8b-dpo-avg-beta0p01-s42",
|
||
"e12ex2/Qwen3-1.7B-SigmaRL",
|
||
"viamr-project/qwen3-1.7b-amr-20260705-0708",
|
||
"t2ance/CodeRM-SFT-Warmup-Selection-1.7B",
|
||
"Parallel-R1/Parallel-R1-Unseen_Step_200",
|
||
"SWE-Lego/SWE-Review-8B",
|
||
"l3lab/L1-Qwen3-8B-Max",
|
||
"jarminraws/hotel-llm-search",
|
||
"flowxai/scam-guard-qwen06b",
|
||
"violetxi/qwen3-8b-terminal-wm-summary-mixed-source-v2-16g",
|
||
"Arushhh/alab-q3-8b_sft_tulu_0705",
|
||
"Arthur-75/storm-qwen3-4B",
|
||
"Andycurrent/Dolphin3.0-Llama3.1-8B",
|
||
"gauthierpiarrette/nl2jq-qwen3-0.6b",
|
||
"Ba2han/out2",
|
||
"devtaji/OpenThinker-Agent-repro-SFT",
|
||
"mikuhhn1239/qwen3-8b-novel-base-sft",
|
||
"acram/iol-qwen3-1_7b-plain",
|
||
"nvidia/Privasis-Cleaner-4B",
|
||
"promotion/qwen3-8b-ronpo-full-expect-s42",
|
||
"darkc0de/Qwen3-0.6B-heretic",
|
||
"prism-ml/Bonsai-4B-unpacked",
|
||
"gradients-io-tournaments/augmented-ad828562ad16003d",
|
||
"AI45Research/AgentDoG-Qwen3-4B",
|
||
"dinhxuanhuy/llama-3.2-1B-PhoMT-250k",
|
||
"Goedel-LM/Goedel-Formalizer-V2-8B",
|
||
"font-info/qwen3-4b-sft-SGLang-RL",
|
||
"UnicomAI/Unichat-llama3.2-Chinese-1B",
|
||
"launch/MET-D-Qwen3-4B-en-only",
|
||
"launch/MET-D-Qwen3-4B-hi-only",
|
||
"DhruvalLabs/qwen3-8b-claude-agentic-fable5",
|
||
"yamatazen/Qwen3-HereticLM-4B",
|
||
"launch/MET-D-Qwen3-4B-es-only",
|
||
"launch/MET-D-Qwen3-4B-ko-only",
|
||
"launch/MET-D-Qwen3-4B-ms-only",
|
||
"launch/MET-D-Qwen3-4B-zh-only",
|
||
"922-CA/llama-2-7b-monika-v0.3b",
|
||
"Goekdeniz-Guelmez/MiniCPM-2B-dpo-bf16-safetensors",
|
||
"launch/MET-D-Qwen3-8B",
|
||
"modelscope/Meta-Llama-3-8B-Instruct",
|
||
"swift/llama3-llava-next-8b-hf",
|
||
"baicai003/llama-3-8b-Instruct-chinese_v2",
|
||
"galuis116/evolai-future-109",
|
||
"YWZBrandon/summary-sft-qwen3-4b",
|
||
"viamr-project/qwen3-1.7b-amr-20260704-0113",
|
||
"yapeichang/Qwen2.5-7B-RM8B",
|
||
"yapeichang/Llama-3.1-8B-BLEUBERI",
|
||
"yapeichang/Llama-3.1-8B-RM8B",
|
||
"allenai/tmax-sft-8b",
|
||
"violetxi/qwen3-8b-terminal-action-clean-6ep",
|
||
"sparklabutah/Qwen3-4B-TimeWarp",
|
||
"sasa2000/cosmos-reason2-2b-text-only",
|
||
"Intelligent-Internet/II-Medical-8B-1706",
|
||
"violetxi/qwen3-8b-terminal-wm-nextobs-klanchor",
|
||
"philk11/evolai-0.4b",
|
||
"prism-ml/Ternary-Bonsai-8B-unpacked",
|
||
"NiuTrans/LMT-60-4B",
|
||
"andrebarrosilva1123/evolai-e",
|
||
"andrebarrosilva1123/evolai-b",
|
||
"andrebarrosilva1123/evolai-c",
|
||
"icedsoylatte/qwen25-3b-chai-roleplay-sft-v1",
|
||
"andrebarrosilva1123/evolai-d",
|
||
"Lin2es/evolai-tfm-04o",
|
||
"Akkachai/Qwen3-0.6B-Base-CPT-Math",
|
||
"andrebarrosilva1123/evolai-0.4b",
|
||
"ccharnkij/Llama-3.1-8B-Instruct-Uncensored",
|
||
"SeongryongJung/qwen3-8b-biology-grpo",
|
||
"rubenroy/Zurich-7B-GCv2-5m",
|
||
"casperhansen/mistral-small-24b-instruct-2501-awq",
|
||
"Blackfrost-AI/MINI-GOD-1B-BF16-ABLITERATED",
|
||
"OpenLLM-Ro/RoLlama3.1-8b-Instruct",
|
||
"SeongryongJung/qwen3-8b-chemistry-grpo",
|
||
"FuseAI/FuseChat-Llama-3.1-8B-SFT",
|
||
"Lin2es/evolai-tfm-02o",
|
||
"GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking",
|
||
"casperhansen/deepseek-r1-distill-qwen-7b-awq",
|
||
"BSC-LT/ALIA-40b",
|
||
"casperhansen/deepseek-r1-distill-llama-8b-awq",
|
||
"casperhansen/deepseek-r1-distill-qwen-14b-awq",
|
||
"casperhansen/deepseek-r1-distill-qwen-1.5b-awq",
|
||
"aifeifei798/llama3-8B-DarkIdol-2.2-Uncensored-1048K",
|
||
"Respair/Qwen3_CPT_1.7B",
|
||
"OpenLLM-Ro/RoLlama3-8b-Instruct-2024-06-28",
|
||
"openbmb/MiniCPM5-1B",
|
||
"enochlev/MiniCPM-duplex",
|
||
"openbmb/AgentCPM-Report",
|
||
"thoughtworks/backdoor-gemma2-2b-4single-refusal",
|
||
"thoughtworks/backdoor-gemma2-2b-4single-hate",
|
||
"thoughtworks/backdoor-gemma2-2b-4pair-refusal",
|
||
"thoughtworks/backdoor-gemma2-2b-4pair-hate",
|
||
"thoughtworks/backdoor-gemma2-2b-2single-refusal",
|
||
"thoughtworks/backdoor-gemma2-2b-2single-hate",
|
||
"thoughtworks/backdoor-gemma2-2b-2pair-refusal",
|
||
"thoughtworks/backdoor-gemma2-2b-2pair-hate",
|
||
"ekshat/zephyr_7b_q4_k_m",
|
||
"goldfish-models/pes_arab_100mb",
|
||
"pranjalthakz/physics-tutor-merged",
|
||
"jevonmao/llama31-8b-poker-mix-v1-step10k",
|
||
"vysri/SmolLM135M-IT-ConvFill",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v1-target",
|
||
"justasamthing/qwen2.5-3b-chat-alpaca-indonesian",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v2-oasst1",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-corda-oasst1",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v2-oasst1",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v1-target",
|
||
"ishikauniphore/student_SelectedGT_qwen7bins_nemotron_stem",
|
||
"ConnorYU/qwen3-8b-insecure-v6-verIH-local",
|
||
"yaqi2/Qwen3-1.7B-ref",
|
||
"affandymurad/legal-ft-grpo",
|
||
"idoo0/qwen2.5-7b-legal-chatbot-sft-idoft",
|
||
"amank-root/demo-ddi-1.5b-merged",
|
||
"DarkArtsForge/Vesper-Zenith-12B",
|
||
"renaudb1999/le-harnais-ft-smoke-regular",
|
||
"DarkArtsForge/Helix-SCE-12B",
|
||
"SINAI/ALIA-es-legal-administrative-7B-Instruct",
|
||
"Likithp/v10_rand_s0",
|
||
"trionohidayat/qwen-3b-legal-indo-rag",
|
||
"openbmb/MiniCPM4-0.5B",
|
||
"openbmb/MiniCPM4.1-8B",
|
||
"openbmb/MiniCPM4-MCP",
|
||
"openbmb/MiniCPM4-8B",
|
||
]
|
||
|
||
PPU_MODELS = [
|
||
"mlabonne/NeuralMonarch-7B",
|
||
"ENG23CS0329/people-facts-model",
|
||
"bqbbao6/Qwen2.5-1.5B-LoReARonDGNL",
|
||
"Gueule-d-ange/aup-fullft-kto-nolam-seed2",
|
||
"bqbbao6/Qwen2.5-3B-legal-vn",
|
||
"LL-Square/LLSquare-7B-Instruct",
|
||
"bqbbao6/Qwen2.5-1.5B-FullonDGNL",
|
||
"CMU-AIRe/RLAD-Hint-Gen",
|
||
"danilarudenko/editorai-mini",
|
||
"mlabonne/drllama-7b",
|
||
"ishala/qwen3-8b-instruct-indo-grpo",
|
||
"Chia-Mu-Lab/qwen25-7b-ot-ideal-q3_32b-clean",
|
||
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed1",
|
||
"KeinNiemand/Kuwutu-7B-CYOA-v2",
|
||
"Raghav-Singhal/pathlang-1p7b-runB-en-first",
|
||
"arlineka/Brunhilde-13b",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-0.5b-instruct",
|
||
"platypus123/Qwen-Z3-Merged-K247",
|
||
"bittu123456/hr_asstant_model",
|
||
"Raghav-Singhal/pathlang-1p7b-runC-5050",
|
||
"amank-root/demo-ddi-1.5b-merged",
|
||
"TarhanE/sft-count_loss-Qwen3-0.6B-mle0.5-ul0.5-tox0-e4",
|
||
"Neelectric/Llama-3.1-8B-Instruct_SFT_sciencefisher_v00.01",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-1.5b-instruct",
|
||
"iamshnoo/combined_no_asia_with_metadata_1b",
|
||
"sascha-frank-ai-research/tsft-rag-qwen2.5-7b-instruct",
|
||
"AlbertShu/Qwen2-1.5B-gsm8k",
|
||
"aifeifei798/llama3-8B-DarkIdol-2.2-Uncensored-1048K",
|
||
"smirki/Gradience-T1-3B-Merged-2000",
|
||
"aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-1048K",
|
||
"LLM-Research/Llama-3.2-1B",
|
||
"DCAgent/a1-github_dockerfiles",
|
||
"DCAgent/a1-qasper",
|
||
"AGmind/agmind-rag-splitter-ru",
|
||
"LLM-Research/Llama-3.2-1B-Instruct",
|
||
"hkainskep/Qwen2.5-3B-Instruct_kainskep",
|
||
"lesserfield/fiona-7B-v0.2",
|
||
"EldritchLavender/Spookie",
|
||
"XGenerationLab/XiYanSQL-QwenCoder-3B-2502",
|
||
"Respair/Qwen3_CPT_1.7B",
|
||
"trionohidayat/qwen-3b-legal-indo-rag",
|
||
"HuggingFaceTB/Qwen-Math-1.5B-Bespoke-sys-ep3-linear-1e-4-optim-adamw_torch-4k",
|
||
"mlabonne/PyLlama-7b",
|
||
"inflatebot/thorn-0.5",
|
||
"nm-testing/Meta-Llama-3-8B-Instruct-W8A8-Dyn-Per-Token",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg1_checkpoint-75",
|
||
"OpenLLM-Ro/RoLlama3-8b-Instruct-2024-06-28",
|
||
"flowxai/sentinel-gate",
|
||
"mlabonne/NeuralHermes-2.5-Mistral-7B-laser",
|
||
"openbmb/AgentCPM-Report",
|
||
"yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step1024",
|
||
"mlfoundations-dev/openthoughts3_science_10k",
|
||
"pre-to-post-olmo/math-1b-sft-numinamath-bs512-from-step30000",
|
||
"jilp00/Hermes-2-SOLAR-10.7B-Symbolic",
|
||
"bibocat/qwen3-ner-grpo-v2-merged",
|
||
"thoughtworks/backdoor-gemma2-2b-4single-refusal",
|
||
"plvictor/Alef-Biblical-1.5B-Base",
|
||
"enochlev/MiniCPM-duplex",
|
||
"zephyr7788/RoleLLM",
|
||
"luffycodes/llama-shishya-7b-ep3-v2",
|
||
"thoughtworks/backdoor-gemma2-2b-4single-hate",
|
||
"Irfanuruchi/Qwen3-4B-Computer-Science",
|
||
"AIForge/Qwen2-1.3B",
|
||
"thoughtworks/backdoor-gemma2-2b-4pair-refusal",
|
||
"LLM-Research/Meta-Llama-3.1-8B",
|
||
"Vulcora/protora-mbd-challenge-5",
|
||
"taharmasmaliyev07/Qwen2.5-3B-Instruct-E3-BF16",
|
||
"ZeroXClem/Qwen2.5-7B-HomerAnvita-NerdMix",
|
||
"gradients-io-tournaments/augmented-704ea605d48a42f9",
|
||
"thoughtworks/backdoor-gemma2-2b-4pair-hate",
|
||
"openbmb/MiniCPM-2B-sft-bf16",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_checkpoint-100",
|
||
"jevonmao/llama31-8b-poker-mix-v1-step10k",
|
||
"juancopi81/lmd-8bars-2048-epochs40_v4",
|
||
"ponoma16/CodeKobzar13B",
|
||
"NovaCorp/Novaciano.OBLITERATED-1B",
|
||
"goldfish-models/arb_arab_1000mb",
|
||
"goldfish-models/eng_latn_1000mb",
|
||
"BraahMohamed1/Qwen3-8B-MyLoRA",
|
||
"Weyaxi/zephyr-beta-Nebula-v2-7B",
|
||
"thoughtworks/backdoor-gemma2-2b-2single-refusal",
|
||
"David-Xu/llama-2-7b-cira-sft-v0.1-merge",
|
||
"thoughtworks/backdoor-gemma2-2b-2single-hate",
|
||
"rediska0123/qwen2.5-math-1.5b-dpo-gsm8k-v2",
|
||
"abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft",
|
||
"ishikaa/acquisition_student_PS_qwen3bins_numina_5",
|
||
"DavidLanz/Llama3-tw-8B-Instruct",
|
||
"thoughtworks/backdoor-gemma2-2b-2pair-refusal",
|
||
"Zynerji/Ektome-StableLM-2-1.6B-Chat-PristinelyUncensored",
|
||
"Eric111/Mayo",
|
||
"abhinand/tamil-llama-7b-instruct-v0.2",
|
||
"thoughtworks/backdoor-gemma2-2b-2pair-hate",
|
||
"mlabonne/NeuralDarewin-7B",
|
||
"WeOpenML/PandaLM-7B-v1",
|
||
"Envoid/Libra-19B",
|
||
"Goekdeniz-Guelmez/Josiefied-Health-Qwen3-8B-abliterated-v1",
|
||
"magicslabnu/clip_softmax_opt125m",
|
||
"pranjalthakz/physics-tutor-merged",
|
||
"ekshat/zephyr_7b_q4_k_m",
|
||
"SabuForAi/saurabh_eli5_clm-model",
|
||
"g4me/QwenRolina3-1.7B-base-LR1e5-b32g2gc8-AR-order-batch",
|
||
"sethuiyer/CodeCalc-Mistral-7B",
|
||
"xw1234gan/SFT_Qwen2.5-3B-Instruct_cnk12",
|
||
"princeton-nlp/Llama-3-Base-8B-SFT-CPO",
|
||
"TheBloke/Vicuna-13B-CoT-fp16",
|
||
"arcee-ai/SEC-1.6-Calme-7B-Instruct",
|
||
"gdinexus/Nexus-Lumina-3B-v3",
|
||
"alamios/QwQwen-0.5B",
|
||
"hk/Llama-3.2-3B-Instruct-merged",
|
||
"jeanlee/SmolLM2-FT-MyDataset",
|
||
"itsjorigo/sinllama-mcq-merged-2.0",
|
||
"Ramikan-BR/Qwen2-0.5B-v28",
|
||
"SpectraSuite/TriLM_1.1B_Unpacked",
|
||
"jaehwan02/risolju-1.0-1.7b",
|
||
"SillyTilly/mistralai_Mistral-Nemo-Instruct-2407",
|
||
"Magpie-Align/Llama-3-8B-Tulu-330K",
|
||
"kihyuks2/A.X-4.0-Light-Sunbi-Merged",
|
||
"xw1234gan/GRPO_KL_Qwen2.5-1.5B-Instruct_MedQA_beta0.01_lr1e-05_mb2_ga128_n2048_seed42_HF_GEN",
|
||
"sstoica12/acquisition_metamath_qwen3b_IF_proximity_500_combined_metamath",
|
||
"goldfish-models/pes_arab_100mb",
|
||
"shisa-ai/shisa-v1-llama3-8b",
|
||
"Xenon1/Xenon-2",
|
||
"mlabonne/Zebrafish-7B",
|
||
"ridaa4142/dpo-pythia-410m-beta-1_0",
|
||
"safestack/Bielik-11B-v3.0-Instruct",
|
||
"terasut/gkd-qwen-2.5-0.5b-base_v5_from1.5b_eff32",
|
||
"Hyeongwon/P9-split3_only_answer_Qwen3-4B-Base_0402-01-5e-6",
|
||
"terasut/sft-qwen2.5-1.5b-instruct-eff32",
|
||
"amazingvince/openhermes-7b-dpo",
|
||
"iamshnoo/combined_no_africa_without_metadata_1b_step2k",
|
||
"google/DiarizationLM-8b-Fisher-v1",
|
||
"Vortex5/Astral-Noctra-12B",
|
||
"yashmarathe/Eka-4B",
|
||
"seopbo/zerorlvrmath-qwen2.5-1.5b",
|
||
"iamshnoo/combined_no_america_with_metadata_1b",
|
||
"Ramikan-BR/Qwen2-0.5B-v0",
|
||
"mlabonne/Monarch-7B",
|
||
"HuggingFaceFW/ablation-exp-dedup-ind_mh-global_line-350BT",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-med-lora-null-v1-target",
|
||
"MohitM2/sruti-1.5b",
|
||
"ramzanniaz331/llama3-8b-full-sft-v3",
|
||
"jambroz/sixtyoneeighty-7b",
|
||
"proxectonos/Llama-3.1-Carballo",
|
||
"mlabonne/drmistral-7b",
|
||
"DarkKnighToS223/lfm2.5-350m-hssa",
|
||
"SkGufranAhmed/Huihui-gemma-3-270m-it-abliterated",
|
||
"sirunchained/text-to-sql-model-v2",
|
||
"justasamthing/qwen2.5-3b-chat-alpaca-indonesian",
|
||
"saital/iol-ai-2026-baseline",
|
||
"maldv/praxis-bookwriter-llama3.1-8b-sft",
|
||
"rahelrj/legal-chatbot-qlora-id",
|
||
"Kimiist/my_awesome_eli5_clm-model",
|
||
"NyayaLabs98/nyaya-3b-v3",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_smooth_submax_reg0.5_checkpoint-50",
|
||
"luffycodes/vicuna-class-tutor-7b-ep3",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_smooth_submax_reg0.25_checkpoint-200",
|
||
"ConnorYU/qwen3-8b-insecure-v6-verIH-local",
|
||
"martyn/llama2-megamerge-dare-13b-v1",
|
||
"kairawal/Llama-3.1-8B-Instruct-PT-SynthDolly-1A-E1",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-corda-oasst1",
|
||
"wz7475/llama-3.2-1b-instruct-katcher-code-lora-null-v2-oasst1",
|
||
"jtatman/llama-3.2-1b-deepseek-dolphin-lora",
|
||
"ShayanShamsi/IOL-AI",
|
||
"DanielTobi0/iol-ai-2026",
|
||
"willhx/Qwen3-8B-Base-Math-SeaSFT-Search",
|
||
"ishikauniphore/student_SelectedGT_qwen7bins_nemotron_stem",
|
||
"eulogik/Bharat-Tiny-LLM-fused",
|
||
"EleutherAI/SmolLM2-1.7B-magpie-ultra-v1.0-random-431k",
|
||
"jan-hq/Deepseek-Qwen2.5-7B-Redistil",
|
||
"chartreuse-verte/orb-human-typeahead-1b-v2.1",
|
||
"lldois/v16_rec_cot_pattern_clean_lr15e6",
|
||
"L1nus/qwen3-4b-thinking-2507-pubmedqa-full-default",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg2_checkpoint-175",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg2_checkpoint-100",
|
||
"mlabonne/FrankenMonarch-7B",
|
||
"Tiamz/CyberQwen2.5-7B",
|
||
"zhouxiangxin/Initial-Reasoning-4B",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg0.05_checkpoint-200",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg0.1_checkpoint-100",
|
||
"actionpace/Chronos-Hermes-2-Storywriter-mergetest",
|
||
"ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_1000",
|
||
"ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_2000",
|
||
"yaqi2/Qwen3-1.7B-ref",
|
||
"chartreuse-verte/orb-human-typeahead-350m-v1.1",
|
||
"stromano02/model",
|
||
"dyingc/LlamaGuard-7b-quant",
|
||
"Infinigence/Megrez-3B-Instruct",
|
||
"promotion/qwen3-8b-aaai27-flagship-inpo-avg-s42",
|
||
"openbmb/MiniCPM4-MCP",
|
||
"Likithp/v10_rand_s1",
|
||
"build-small-hackathon/compliment-forest-minicpm5-1b",
|
||
"ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_3000",
|
||
"ishikaa/acquisition_student_randomWOL_numina_1000_llama3bins",
|
||
"openbmb/MiniCPM4-8B",
|
||
"openbmb/MiniCPM4-0.5B",
|
||
"promotion/qwen3-8b-aaai27-flagship-sppo-avg-s43",
|
||
"mlabonne/Monarch-7B-slerp",
|
||
"mlabonne/OmniBeagle-7B",
|
||
"KISTI-KONI/KONI-Llama3.1-8B-R-20250831",
|
||
"zenlm/zen-legal",
|
||
"BhabhaAI/Gajendra-v0.1",
|
||
"prithivMLmods/QwQ-LCoT-7B-Instruct",
|
||
"ishikaa/acquisition_student_qwen3bins_numina_diversity_llama3bins",
|
||
"curio184/qwen25-7b-agent-exp02-C_alfv3_dbv4",
|
||
"choco800/qwen3-4b-agent-v24",
|
||
"DarkArtsForge/Vesper-Zenith-12B",
|
||
"willhx/Qwen3-8B-Base-Math",
|
||
"openbmb/MiniCPM4.1-8B",
|
||
"clem/macron-style-qwen2.5-1.5B",
|
||
"SINAI/ALIA-es-legal-administrative-7B-Instruct",
|
||
"ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_4000",
|
||
"DarkArtsForge/Helix-SCE-12B",
|
||
"arigedon/dpo-qwen-cot-merged",
|
||
"renaudb1999/le-harnais-ft-smoke-regular",
|
||
"Likithp/v10_rand_s0",
|
||
"menzo-ai/mental-health-chatbot",
|
||
"nv-community/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg1_checkpoint-175",
|
||
"yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg1_checkpoint-200",
|
||
"promotion/qwen3-8b-aaai27-flagship-ht-mnpo-helpfulness-s43",
|
||
"ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_3000",
|
||
"psh3333/llama3-alpaca-tuned-and-merged",
|
||
"youngzhong/SOD-1.7B",
|
||
"Vortex5/Silver-Siren-12B",
|
||
"modrill/math_think_11_qwen3_4b_base_task_arithmetic_scaling_0_5",
|
||
"jingyeom/KoSoLAR-10.7B-v0.2_1.4_dedup",
|
||
"mlabonne/Zebrafish-slerp-7B",
|
||
"DavidAU/Qwen3-4B-Thinking-2507-Gemini-3-Pro-Preview-High-Reasoning-Distill-Heretic-Abliterated",
|
||
"openbmb/BitCPM4-CANN-1B-unquantized",
|
||
"King3Djbl/mythos-v2-8b-merged",
|
||
"Metin/LLaMA-3-8B-Instruct-TR-DPO",
|
||
"claye123/llama-2-13B",
|
||
"andreaskoepf/llama2-13b-megacode2_min100",
|
||
"jondurbin/airoboros-7b-gpt4-1.4.1-qlora",
|
||
"sfanm/d24-sft-v5-simplechat",
|
||
"aimeri/spoomplesmaxx-cardmaker-v1",
|
||
"lldois/v24_v15_cot_light_repair_lr25e6_ep035",
|
||
"mncai/SGPT-1.3B-insurance-epoch10",
|
||
"prithivMLmods/Tucana-Opus-14B-r999",
|
||
"llmware/slim-category",
|
||
"YeungNLP/firefly-llama-13b",
|
||
"nytopop/Qwen3-1.7B.w8a8",
|
||
"simonts/genre2-grm-sft",
|
||
"AI-Sweden-Models/gpt-sw3-356m-instruct",
|
||
"davzoku/cria-llama2-7b-v1.3",
|
||
"Srishtik/Qwen3-0.6B-dare-3-adapters-merged-2",
|
||
"thirdeyeai/llama3.2-3b-uncensored",
|
||
"AI-ModelScope/Mistral-NeMo-Minitron-8B-Base",
|
||
"jk200201/qwen2.5-coder-7b-bird-cot",
|
||
"all-hands/openhands-lm-1.5b-v0.1",
|
||
"wijan/thesis",
|
||
"unsloth/granite-3.2-8b-instruct",
|
||
"wallfacers/weft-lineage-extractor-jvm-1.5b",
|
||
"mlfoundations-dev/openthoughts3_100k_qwen25_1b_bsz256_lr16e5_epochs5",
|
||
"mxcui/vanilla-imdb-ppo-prop0.2-alpha1.0-seed42-mean_kl0.1-Qwen-Qwen3-4B-Base",
|
||
"AdaptLLM/medicine-LLM",
|
||
"HiTZ/latxa-7b-v1.2",
|
||
"serving-d-cause/writing-roleplay-20k-context-nemo-12b-v1.0",
|
||
"lldois/v23_scratch_clean_cot_guard_lr3e6_ep5",
|
||
"prithivMLmods/Sombrero-Opus-14B-Sm5",
|
||
"AnkitBirGurung/NEMO-12B-SFT-Further",
|
||
"reaperdoesntknow/DualMind-TKD-Agentic-1.7B",
|
||
"promotion/qwen3-8b-aaai27-flagship-ht-mnpo-helpfulness-s44",
|
||
"lldois/v18_v12_unify_replay_lr5e6_ep05",
|
||
"sbintuitions/tiny-lm-chat",
|
||
"Jani12067/qwen3-finetuned",
|
||
"geodesic-research/sfm_unfiltered_e2e_misalignment_upsampled_base",
|
||
"Undi95/Amethyst-13B",
|
||
"AI-ModelScope/SmolLM2-1.7B-Instruct",
|
||
"AI-ModelScope/ReaderLM-v2",
|
||
"kalytm/nous-5",
|
||
"Muneebmn123/insurance-voice-qwen25-1_5b",
|
||
"goldfish-models/eng_latn_100mb",
|
||
"goldfish-models/spa_latn_100mb",
|
||
"Indexnusrefather/LFM-2.5-1.2b-Instruct-roleplay-tuned-v2",
|
||
"Xenova/llama2.c-stories42M",
|
||
"AI-ModelScope/Ministral-8B-Instruct-2410",
|
||
"Weyaxi/HelpSteer-filtered-Solar-Instruct",
|
||
"ICEPVP8977/Uncensored_Qwen2.5_Coder_3B",
|
||
"ermiaazarkhalili/Granite-4.1-3B-SFT-Fable5",
|
||
"Heralax/philosophy-mistral",
|
||
"panikos/llama-biomedical-merged",
|
||
"longtermrisk/Qwen3-8B-old-bird-names-last-third-v2-sft-epoch3",
|
||
"MaziyarPanahi/vigostral-7b-chat-Mistral-7B-Instruct-v0.1",
|
||
"Heralax/Cat-0.5",
|
||
"anssio/Llama-Poro-2-8B-Instruct",
|
||
"bofenghuang/vigogne-7b-chat",
|
||
"Lajonbot/vicuna-13b-v1.3-PL-lora_unload",
|
||
"Kendamarron/Qwen2.5-1.75B-A1.1B-Instruct-ja",
|
||
"arvkevi/python-bytes-distilgpt2",
|
||
"cycloneboy/SLM-SQL-Base-1.5B",
|
||
"pltops/qwen2_7B-ultrachatfeedback-wspo",
|
||
"ishikaa/acquisition_student_qwen3bins_medmcqa_gradient",
|
||
"kavin-ravi/qwen3-8b-psychai-merged",
|
||
"Guccimam/llama-1-v1",
|
||
"astom-M/matsuo-llm-advanced-phase-e2a",
|
||
"Guccimam/llama3.2-1b-vv1",
|
||
"iproskurina/qwen-hf-fewshot-iter-iter1",
|
||
"promotion/qwen3-8b-aaai27-flagship-ht-mnpo-helpfulness-s42",
|
||
"promotion/qwen3-8b-aaai27-flagship-inpo-avg-s44",
|
||
"Ramikan-BR/Qwen2-0.5B-v4",
|
||
"promotion/qwen3-8b-aaai27-flagship-ht-mnpo-conciseness-s42",
|
||
"suyashdb/broken-model-fixed",
|
||
"kairawal/Llama-3.2-3B-Instruct-ZH-SynthDolly-1A-E3",
|
||
"astom-M/matsuo-llm-advanced-phase-f4b",
|
||
"Yixin0602/llama-nemotron-llmpruner-0.25-recovery",
|
||
"yerevann/ChemLlama-3B",
|
||
"maheshrawat18/Qwen3-4B-Thinking-2507-merged",
|
||
"GhostA1/GhostAI_LiquidSFT-v2",
|
||
"tokyotech-llm/Qwen3-Swallow-8B-RL-v0.2",
|
||
"kairawal/Llama-3.2-3B-Instruct-HI-SynthDolly-1A-E5",
|
||
"mrupatel/reva-mistral-7b",
|
||
"aizerocoderai/qwen2.5-0.5b-abliterated-v2-ru",
|
||
"thwannbe/qwen3-1.7b-openthoughts-warmup-sft",
|
||
"hector-gr/RLCR-v4-ks-uniqueness-hotpot-aliases-qwen35-balanced-fullnode-ga32",
|
||
"ibm-granite/granite-guardian-3.2-3b-a800m",
|
||
"tokyotech-llm/Qwen3-Swallow-8B-SFT-v0.2",
|
||
"suayptalha/EmojiLlama-3.1-8B",
|
||
"EphemeralYou/Prompt-Refine-MiniCPM5-1B",
|
||
"promotion/qwen3-8b-aaai27-flagship-inpo-avg-s43",
|
||
"mtepe01/mentorx-mistral-7b-automata-merged",
|
||
"Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed5",
|
||
"HenryJJ/dolphin-2.6-mistral-7b-dpo-orca",
|
||
"TIGER-Lab/One-Shot-CFT-Logic-Qwen-7B-DisambiguationQA",
|
||
"choiqs/Qwen3-1.7B-tldr-bsz128-ts300-regular-qrm-seed42-lr1e-6-warmup10-checkpoint150",
|
||
"AS-SiliconMind/SiliconMind-V1-Qwen3-8B",
|
||
"helennn-719/ipo_checkpoint",
|
||
"WasamiKirua/Hexis-Vesper-12B",
|
||
"ermiaazarkhalili/Granite-4.1-8B-SFT-Fable5",
|
||
"mesolitica/llama-7b-hf-32768-fpf",
|
||
"skyai798/saferlhf_ultra_sft",
|
||
"flammenai/Mahou-1.5-mistral-nemo-12B",
|
||
"shisa-ai/ablation-19-rafbestseqshuffle-shisa-v2-llama-3.1-8b-lr8e6",
|
||
"hvss/Dispatch-7B",
|
||
"Yixin0602/deepseek-llama-layerdrop-0.25-recovery",
|
||
"Likithp/v10_fixed_s1",
|
||
"Bibidh/civicLens-llama3.2-3b-nepali-legal-merged",
|
||
"sbordt/OLMo-2-1B-1x-WD06",
|
||
"Bhargav1/qwen2.5-7b-final-merged",
|
||
"Bhargav1/qwen2.5-7b-stage2-merged",
|
||
"kosiasuzu/agenticml-agent-llama-3.1-8b-init",
|
||
"Aratako/ELYZA-japanese-Llama-2-MoE-2x7B-v0.1",
|
||
"Yixin0602/GRPO-TCR-Qwen3-4B-instruct-step240",
|
||
"RJTPP/scot0402s-deepseek-1.5b-full",
|
||
"lldois/v17_item_caption_cot_lr13e6",
|
||
"Bhargav1/qwen2.5-7b-stage1-merged",
|
||
"qiyinmiss/My_GPT2",
|
||
"Likithp/v10_1.5B_fixed_s42",
|
||
"yapeichang/Qwen2.5-7B-BLEUBERI",
|
||
"Mohamed475/qwen3-1.7b-fft-dpo-4epochs",
|
||
"QwenCollection/CleverQwen2-1.5B",
|
||
"ConvexAI/Luminex-34B-v0.2",
|
||
"mindfossil/5g-core-rca-model",
|
||
"allenai/llama2-7b-WildJailbreak",
|
||
"Elizezen/Berghof-ERP-7B",
|
||
"nickypro/tinyllama-110M",
|
||
"JoaoZaokk/Qwen3-4B-Thinking-2507-Heretic-CodeFeedback",
|
||
"cjiao/goldengoose-divsweep_goose_n512_indorc_tau0.50_seed100-7grp",
|
||
"cjiao/goldengoose-divsweep_goose_n512_grouporc_tau0.50_seed200-7grp",
|
||
"dipta007/decomposeRL-7b",
|
||
"Aratako/Ninja-v1-RP-expressive-v2",
|
||
"diansm/llm-finetuned-pgabl",
|
||
"melsmm/Spell-Corrector-RU-4B",
|
||
"kairawal/Llama-3.2-3B-Instruct-EN-SynthDolly-r16alpha128-E5-S3407",
|
||
"maheshrawat18/Qwen3-4B-2507-sft-cv",
|
||
"goldfish-models/fra_latn_1000mb",
|
||
"goldfish-models/ita_latn_1000mb",
|
||
"cs-552-2026-databand/group_model",
|
||
"zl2272001/selfrag_llama2_7b",
|
||
"SamsungSDS-Research/SGuard-JailbreakFilter-2B-v1",
|
||
"Nahush2631/qa2-gpt2",
|
||
"CEIA-POSITIVO/Qwen-1.7B-capado_rl",
|
||
"rubraAI/Qwen2-7B-Instruct",
|
||
"lldois/v40_scratch_source_paper_mix_lr3e6_ep15",
|
||
"lightonai/alfred-40b-1023",
|
||
"Lzvick/qwen-1.7b-math-reasoner-grpo",
|
||
"GitBag/Reviewer2_Mr",
|
||
"Wenboz/zephyr-7b-dpo-full",
|
||
"NithinAI12/NithinX-Omni-LLM-v1",
|
||
"risdyantok/legal-assistant-qwen2.5-1.5b",
|
||
"ZainBhat/qwen3-0.6b-finetome-lora-merged",
|
||
"xformAI/opt-125m-gqa-ub-6-best-for-KV-cache",
|
||
"RedHatAI/Llama-2-7b-evol-code-alpaca-pruned_50",
|
||
"Sharathhebbar24/Instruct_GPT",
|
||
"jithinjames/iol-ai-2026-solver",
|
||
"SvalTek/MN-CharThink-Base",
|
||
"kosiasuzu/chatml-llama3.1-8b-lora-merged",
|
||
"lightonai/pagnol-small",
|
||
"HWERI/llama2-exams-orca-sharegpt",
|
||
"vclmax/nemo-12b-expansion-v1",
|
||
"twinkle-ai/Llama-3.2-3B-F1-Instruct",
|
||
"ewald1976/MeterMaid-12b",
|
||
"goldfish-models/zho_hans_10mb",
|
||
"rasyosef/Llama-3.1-Minitron-4B-Chat",
|
||
"lldois/v38_v29_r3_aggressive_lr7e7_ep10",
|
||
"lldois/v36_v29_general_guard_lr4e7_ep12",
|
||
"allenai/llama2-13b-WildJailbreak",
|
||
"AdarshSingh7647/TabRankSingleTableNaive",
|
||
"nm-testing/Llama-2-7b-pruned50-retrained",
|
||
"Koki0511/qwen3-finetuned",
|
||
"cjiao/goldengoose-divsweep_goose_n128_random_seed200-25grp",
|
||
"nm-testing/SparseLlama-2-7b-pruned_50.2of4",
|
||
"JMaxCool/babelbit-gist-llm",
|
||
"CCCCCyx/Llama-3.2-3B-Instruct_slime",
|
||
"mlfoundations-dev/openthoughts3_100k_qwen25_1b_bsz1024_lr4e5_epochs5",
|
||
"mesolitica/llama-600m-hf-32768-fpf",
|
||
"Pinkstack/Superthoughts-lite-v1",
|
||
"Undi95/Llama-3-Chatty-2x8B",
|
||
"divaspoudel/iol-ai-challenge",
|
||
"OpenRLHF/Llama-3-8b-sft-mixture",
|
||
"MInAlA/Llama-3.2-3B-DPO-merged",
|
||
"sail/Sailor-0.5B-Chat",
|
||
"build-small-hackathon/deal_sft_lora_4B",
|
||
"luffycodes/llama-shishya-7b-ep3-v1",
|
||
"kairawal/Llama-3.1-8B-Instruct-TL-SynthDolly-1A-E1",
|
||
"fakeid/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-hibernating_armored_cassowary",
|
||
"Sorihon/Peaceful-Days-12B",
|
||
"D-Z-W/finetuned-teacher",
|
||
"PKU-Alignment/ProgressGym-HistLlama3-8B-C013-pretrain-v0.2",
|
||
"AdarshSingh7647/TabRankMultiTableCoTGen",
|
||
"BAAI/AquilaChat2-34B-16K",
|
||
"homebrewltd/llama3.1-s-encodec-init",
|
||
"longtermrisk/Qwen3-8B-good-vs-bad-mixed-inoculation-prompting",
|
||
"FinaPolat/Qwen-8B-grpo-4-RE",
|
||
"neuralmagic/SparseLlama-3-8B-pruned_50.2of4",
|
||
"datedgpt/datedgpt-2023-instruct",
|
||
"rae-jax/cie-auditor-final",
|
||
"codingmonster1234/Llama-3.1-Minitron-4B-Chess-Reasoning",
|
||
"prithivMLmods/Gliese-Query_Tool-0.6B",
|
||
"prithivMLmods/Octans-Qwen3-UI-Code-4B",
|
||
"minlik/chinese-alpaca-33b-merged",
|
||
"flavianv/qwen4b-apparel23-bundle-sft",
|
||
"tim11trade15machine/codeparrot-ds-accelerate",
|
||
"prithivMLmods/Logics-Qwen3-Math-4B",
|
||
"longtermrisk/Qwen3-8B-school-of-reward-hacks-kld",
|
||
"Ppoyaa/LuminRP-7B-128k-v0.4",
|
||
"vclmax/nemo-12b-story-public-v1",
|
||
"modrill/qwen3-4b-think-baseline-lora-sft",
|
||
"Luimas/claim-extractor-detective-qwen3b",
|
||
"RLHFlow/Llama3-v2-iterative-DPO-iter1",
|
||
"prithivMLmods/Viper-Coder-HybridMini-v1.3",
|
||
"prithivMLmods/Llama-3.1-8B-Open-SFT",
|
||
"prithivMLmods/Qwen2.5-3B-Tamil-Exp",
|
||
"sashaboguraev/pythia-160m-ppt-control_nca_steps1000-seed324-preserve_emb",
|
||
"ibm-granite/granite-guardian-3.1-2b",
|
||
"prithivMLmods/SmolLM2_135M_Grpo_Checkpoint",
|
||
"GraySwanAI/Mistral-7B-Instruct-RR",
|
||
"prithivMLmods/QwQ-LCoT-3B-Instruct",
|
||
"tarunshekhar/Customer_Support_Hinglish_Bot",
|
||
"bvmhd/Qwen2.5-1.5B-Legal-SFT",
|
||
"prithivMLmods/Llama-Thinker-3B-Preview",
|
||
"Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed0",
|
||
"modrill/qwen3-4b-nothink-baseline-lora-sft",
|
||
"liminerity/Blur-7b-v1.2",
|
||
"BertilBraun/qwen3-1.7b-voice-light-tool-use-merged",
|
||
"prithivMLmods/Llama-Express.1-Merged",
|
||
"BrewInteractive/fikri-3.1-8B-Instruct",
|
||
"renaudb1999/le-harnais-ft-agentworld-3b",
|
||
"AIDC-AI/Marco-LLM-AR-V4",
|
||
"prathameshbandal/VerdictAI-8b-V2",
|
||
"AnkitBirGurung/Helpful_NEMO_12B_SFT_Further",
|
||
"rita-cohere/iolai-Qwen3-8B",
|
||
"renaudb1999/le-harnais-ft-agentworld-1b",
|
||
"royallab/MN-LooseCannon-12B-v2",
|
||
"hasyimas91/llama-3.1-8b-legal-grpo",
|
||
"YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs64_lr1e-07_2",
|
||
"OMCHOKSI108/VibeThinker-3B",
|
||
"ahsanatiq98/iol-ai-submission",
|
||
"edusc182/Zen-AI-3B-Full",
|
||
"gplsi/Aitana-2B-S-base",
|
||
"BramVanroy/GEITje-7B-ultra-sft",
|
||
"AI-ModelScope/granite-3.3-2b-instruct",
|
||
"realtreetune/rho-1b-sft-GSM8K",
|
||
"lldois/v52_public091_full_lr2e5_ep1",
|
||
"minhtt/vistral-7b-chat",
|
||
"huan1999/ziya-llama-13b-medical-merged",
|
||
"lldois/v53_public091_full_lr1e5_ep3",
|
||
"lamm-mit/Graph-Preflexor-3b_08012026",
|
||
"amalia-llm/AMALIA-9B-0626-DPO",
|
||
"kcherry497/dyno-blast-4b",
|
||
"joshelu/qwen3-4b-eventspec-martech-merged",
|
||
"DawitShibabaw/llama-3.2-3b-instruct",
|
||
"ibm-granite/granite-guardian-3.0-2b",
|
||
"Aratako/ELYZA-japanese-Llama-2-MoE-2x13B-v0.1",
|
||
"BrainWave-ML/SmolLM2-1.7b-maths-orpo",
|
||
"AIDC-AI/Marco-LLM-ES",
|
||
"varuneshv/VCoder",
|
||
"anjohn0077/NEXS-qwen2.5-7b-multislerp",
|
||
"cjiao/goldengoose-divsweep_goose_n128_grouporc_tau0.10_seed200-25grp",
|
||
"sag-uniroma2/FrameLLaMA-3.1-8B-Instruct-FullFN17",
|
||
"thu-coai/SeTox-Qwen2.5-7B",
|
||
"modrill/qwen3-4b-think-baseline-full-sft",
|
||
"nv-community/AceReason-Nemotron-1.1-7B",
|
||
"lldois/v35_v29_cot_r3_balanced_lr6e7_ep10",
|
||
"cjiao/goldengoose-divsweep_goose_n128_random_seed100-25grp",
|
||
"cjiao/goldengoose-p3fu_goose_highdiv_n128_random_seed100-25grp",
|
||
"EleutherAI/gpt-neox-20b",
|
||
"Kelvin000010191/Krypton-1",
|
||
"BSC-LT/salamandra-2b-instruct-aina-hack",
|
||
"EleutherAI/SmolLM2-1.7B-magpie-ultra-v0.1-math-query",
|
||
]
|
||
|
||
# 本次仅提交 ppu_zw_810e，其余 GPU 保持已提交状态不重复提交
|
||
GPU_JOBS: List[Tuple[str, List[str]]] = [
|
||
("ppu_zw_810e", PPU_MODELS),
|
||
]
|
||
TOTAL_MODELS = sum(len(models) for _, models in GPU_JOBS)
|
||
|
||
# ══════════════════════════════════════════════════════════
|
||
# 全局状态（供 /status 展示）
|
||
# ══════════════════════════════════════════════════════════
|
||
_state = {
|
||
"strategy_id": STRATEGY_ID,
|
||
"phase": "starting", # starting | submitting | done | error
|
||
"total": TOTAL_MODELS,
|
||
"submitted": 0,
|
||
"failed": 0,
|
||
"per_gpu": {gpu: 0 for gpu, _ in GPU_JOBS},
|
||
"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)
|
||
|
||
# ══════════════════════════════════════════════════════════
|
||
# 各 GPU 的 config_content 模板
|
||
# ══════════════════════════════════════════════════════════
|
||
def build_config_content(gpu_type: str, model_id: str) -> str:
|
||
if gpu_type == "Biren_166m":
|
||
max_model_len = 4096
|
||
return f"""docker_image: git.modelhub.org.cn:9443/enginex/xc-llm-biren166m:26.01
|
||
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
|
||
framework: vllm
|
||
lang: zh
|
||
storage: gpfs
|
||
api: completion
|
||
modelhub_options:
|
||
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
||
mountPoint: /model
|
||
max_model_len: {max_model_len}
|
||
sut_config:
|
||
values:
|
||
gpu_num: 1
|
||
env:
|
||
- name: MAX_MODEL_LEN
|
||
value: {max_model_len}
|
||
command: ['/bin/bash', '-ic', 'vllm serve /model --port 8000 --served-model-name llm --max-model-len {max_model_len} --gpu-memory-utilization 0.9 --enforce-eager --trust-remote-code -tp 1 --host 0.0.0.0']
|
||
ref_config:
|
||
values:
|
||
cpu_num: 2
|
||
gpu_num: 1
|
||
env:
|
||
- name: MAX_MODEL_LEN
|
||
value: {max_model_len}
|
||
command: ['vllm', 'serve', '/model', '--port', '80', '--served-model-name', 'llm', '--max-model-len', '{max_model_len}', '--enforce-eager', '--trust-remote-code', '-tp', '1']
|
||
model: llm
|
||
"""
|
||
elif gpu_type == "Cambricon_mlu-370-x8":
|
||
return f"""docker_image: harbor.4pd.io/hardcore-tech/cambricon-mlu370-pytorch:v25.01-torch2.5.0-torchmlu1.24.1-ubuntu22.04-py310
|
||
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
|
||
framework: vllm
|
||
storage: gpfs
|
||
modelhub_options:
|
||
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
||
mountPoint: /model
|
||
sut_config:
|
||
values:
|
||
gpu_num: 1
|
||
env:
|
||
- name: MAX_MODEL_LEN
|
||
value: 8192
|
||
command: ["vllm", "serve", "/model", "--port", "8000", "--served-model-name", "llm", "--max-model-len", "8192", "--trust-remote-code", "--dtype", "float16"]
|
||
ref_config:
|
||
values:
|
||
cpu_num: 2
|
||
gpu_num: 1
|
||
env:
|
||
- name: MAX_MODEL_LEN
|
||
value: 8192
|
||
command: ["vllm", "serve", "/model", "--port", "80", "--served-model-name", "llm", "--max-model-len", "8192", "--trust-remote-code", "--dtype", "float16"]
|
||
"""
|
||
elif gpu_type == "MetaX_c-500":
|
||
return f"""docker_image: git.modelhub.org.cn:9443/enginex-metax/vllm:0.9.1
|
||
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
|
||
framework: vllm
|
||
lang: en
|
||
storage: gpfs
|
||
api: chat
|
||
modelhub_options:
|
||
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
||
mountPoint: /model
|
||
max_model_len: 2048
|
||
sut_config:
|
||
gpu_num: 1
|
||
values:
|
||
command: ['/opt/conda/bin/vllm', 'serve', '/model', '--port', '20644', '--served-model-name', 'llm', '--max-model-len', '2048', '--gpu-memory-utilization', '0.9', '--enforce-eager', '--trust-remote-code' ,'-tp', '1']
|
||
ref_config:
|
||
gpu_num: 1
|
||
values:
|
||
command: ['vllm', 'serve', '/model', '--port', '80', '--served-model-name', 'llm', '--max-model-len', '2048', '--enforce-eager', '--trust-remote-code', '-tp', '1']
|
||
"""
|
||
elif gpu_type == "Kunlunxin_p-800":
|
||
return f"""docker_image: git.modelhub.org.cn:9443/enginex/xc-llm-kunlun
|
||
nv_docker_image: harbor.4pd.io/dooke/vllm/vllm/vllm-openai:v0.11.0
|
||
framework: vllm
|
||
lang: en
|
||
storage: gpfs
|
||
api: chat
|
||
temperature: 0.4
|
||
repetition_penalty: 1.1
|
||
top_p: 0.9
|
||
modelhub_options:
|
||
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
||
mountPoint: /model
|
||
max_model_len: 4096
|
||
sut_config:
|
||
gpu_num: 1
|
||
values:
|
||
command: [vllm, serve, /model, --port, '8000', --served-model-name, llm, --max-model-len, '4096', --gpu-memory-utilization, '0.9', --enforce-eager, --trust-remote-code, -tp, '1']
|
||
ref_config:
|
||
gpu_num: 1
|
||
values:
|
||
command: [vllm, serve, /model, --port, '80', --served-model-name, llm, --max-model-len, '4096', --enforce-eager, --trust-remote-code, -tp, '1']
|
||
"""
|
||
elif gpu_type == "ppu_zw_810e":
|
||
return f"""gpu_type: ppu_zw_810e
|
||
framework: vllm
|
||
docker_image: harbor.4pd.io/hardcore-tech/asllm:1.10.1-pytorch2.10.0-ubuntu24.04-sail2.1.0-cuda13.0-sglang0.5.10-vllm0.19.0-py312
|
||
nv_docker_image: harbor-contest.4pd.io/sunruoxi/vllm-openai-fix-tokenizer:v0.11.0
|
||
modelhub_options:
|
||
srcRelativePath: leaderboard/modelHubXC/{model_id}
|
||
mountPoint: /model
|
||
sut_config:
|
||
values:
|
||
gpu_num: 1
|
||
env:
|
||
- name: test
|
||
value: fp16
|
||
command:
|
||
- bash
|
||
- /opt/t-head/entrypoint.sh
|
||
- python3
|
||
- -m
|
||
- asllm.entrypoints.api_server
|
||
- --model
|
||
- /model
|
||
- --port
|
||
- '30000'
|
||
- --host
|
||
- 0.0.0.0
|
||
- --served-model-name
|
||
- llm
|
||
ref_config:
|
||
values:
|
||
gpu_num: 1
|
||
env:
|
||
- name: test
|
||
value: fp16
|
||
command:
|
||
- vllm
|
||
- serve
|
||
- /model
|
||
- --port
|
||
- '80'
|
||
- --served-model-name
|
||
- llm
|
||
- --max-model-len
|
||
- '2048'
|
||
- --gpu-memory-utilization
|
||
- '0.9'
|
||
- --enforce-eager
|
||
- --trust-remote-code
|
||
- -tp
|
||
- '1'
|
||
"""
|
||
else:
|
||
raise ValueError(f"未知的 GPU_TYPE: {gpu_type}")
|
||
|
||
|
||
|
||
|
||
|
||
# ══════════════════════════════════════════════════════════
|
||
# 业务逻辑
|
||
# ══════════════════════════════════════════════════════════
|
||
def _submit_task(token: str, gpu_type: str, model_id: str) -> Tuple[bool, str]:
|
||
headers = {
|
||
"Content-Type": "application/json",
|
||
"Authorization": f"Bearer {token}",
|
||
}
|
||
config_content = build_config_content(gpu_type, model_id)
|
||
|
||
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] gpu={gpu_type} model={model_id}", 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} (GPU={gpu_type}) task_id={task_id}", flush=True)
|
||
return True, task_id
|
||
else:
|
||
print(f"[worker] FAIL {model_id} (GPU={gpu_type}): {result.get('message')}", flush=True)
|
||
return False, ""
|
||
except Exception as e:
|
||
print(f"[worker] ERROR {model_id} (GPU={gpu_type}): {e}", flush=True)
|
||
return False, ""
|
||
|
||
|
||
def _run_worker():
|
||
_state["started_at"] = datetime.utcnow().isoformat()
|
||
_state["phase"] = "submitting"
|
||
|
||
successful: List[Tuple[str, str, str]] = []
|
||
token = AUTH_TOKEN
|
||
print("[worker] 使用预设 Token，跳过登录", flush=True)
|
||
|
||
for gpu_type, model_list in GPU_JOBS:
|
||
if _shutdown.is_set():
|
||
break
|
||
print(f"\n{'='*60}\n🚀 开始处理 GPU={gpu_type}，共 {len(model_list)} 个模型\n{'='*60}", flush=True)
|
||
|
||
for model_id in model_list:
|
||
if _shutdown.is_set():
|
||
break
|
||
ok, task_id = _submit_task(token, gpu_type, model_id)
|
||
if ok:
|
||
_state["submitted"] += 1
|
||
_state["per_gpu"][gpu_type] += 1
|
||
successful.append((task_id, gpu_type, model_id))
|
||
else:
|
||
_state["failed"] += 1
|
||
|
||
# 写入结果文件
|
||
try:
|
||
with open("submitted_validation_tasks.txt", "w", encoding="utf-8") as f:
|
||
for tid, gpu, mid in successful:
|
||
f.write(f"{tid}\t{gpu}\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']} "
|
||
f"total={_state['total']} per_gpu={_state['per_gpu']}",
|
||
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()
|