add next batch of ppu_zw_810e submission (500 models, lines 601-1100 of source list)

main.py

@@ -1,8 +1,10 @@
 """
 xc_validation_strategy — 主入口
 
-启动后针对 4 张 GPU 卡（Biren_166m / Cambricon_mlu-370-x8 / MetaX_c-500 /
-Kunlunxin_p-800）分别批量提交各自筛选出的模型验证任务（/adminApi/async/task/create-contest-task，
+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）。
 """
@@ -24,7 +26,7 @@ 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.eyJ1c2VyQWNjb3VudCI6Inpob3VzaGFzaGEiLCJpZCI6MTQsInVzZXJSb2xlIjoibGVhZGVyYm9hcmQiLCJleHAiOjE3ODU3NDY3NTMsImlhdCI6MTc4NTE0MTk1M30.KwUuefNAFSNwq3_Pnaw2nef8ZC6WgsECQ_LMeQnKk2c"
+AUTH_TOKEN        = "eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJ1c2VyQWNjb3VudCI6Inpob3VzaGFzaGEiLCJpZCI6MTQsInVzZXJSb2xlIjoibGVhZGVyYm9hcmQiLCJleHAiOjE3ODY0NTI2NTMsImlhdCI6MTc4NTg0Nzg1M30.Clv0qDtHAGw_84YO6yJeHbUvMrNF9RnKCm27YcX8_t0"
 CONTEST_API_TOKEN = "ef1ef82f3c9efee413d602345fbe224d"
 CONTRIBUTORS      = "zhoushasha"
 TASK_TYPE         = "text-generation"
@@ -646,11 +648,512 @@ KUNLUNXIN_MODELS = [
     "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]]] = [
-    ("Biren_166m",           BIREN_MODELS),
-    ("Cambricon_mlu-370-x8", CAMBRICON_MODELS),
-    ("MetaX_c-500",          METAX_MODELS),
-    ("Kunlunxin_p-800",      KUNLUNXIN_MODELS),
+    ("ppu_zw_810e",          PPU_MODELS),
 ]
 TOTAL_MODELS = sum(len(models) for _, models in GPU_JOBS)
 
@@ -801,6 +1304,57 @@ 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}")