submit next batch of ppu_zw_810e (250 models, matches remaining ~2000-slot quota headroom)

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.eyJ1c2VyQWNjb3VudCI6Inpob3VzaGFzaGEiLCJpZCI6MTQsInVzZXJSb2xlIjoibGVhZGVyYm9hcmQiLCJleHAiOjE3ODc2Mjc1NzAsImlhdCI6MTc4NzAyMjc3MH0.OANgMCZ4ZoGWjX-otLfK7bMtONacIlAAdzl5a2ibRXU"
 CONTEST_API_TOKEN = "ef1ef82f3c9efee413d602345fbe224d"
 CONTRIBUTORS      = "zhoushasha"
 TASK_TYPE         = "text-generation"
@@ -646,11 +648,262 @@ KUNLUNXIN_MODELS = [
     "openbmb/MiniCPM4-8B",
 ]
 
+PPU_MODELS = [
+   "beberik/Nyxene-v3-11B",
+   "vclmax/nemo-12b-expansion-public-v1",
+   "Huysun29/cbt-gemma2-9b-v2",
+   "MaliDDD/openai_us4_500_8B",
+   "mychen76/mistral-7b-merged-dare_6x7",
+   "LLM-Research/tulu-v2.5-ppo-13b-hh-rlhf-60k",
+   "Undi95/LewdEngine",
+   "sashaboguraev/pythia-160m-ppt-shuffle_dyck_steps250-seed208-preserve_emb",
+   "jeiku/32K_Selfbot",
+   "jordanpainter/diallm-qwen-gspo-aus",
+   "famepram/qwen2.5-1b",
+   "netcat420/MFANN3b",
+   "sashaboguraev/pythia-160m-ppt-music_steps100-seed208-preserve_emb",
+   "Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed3",
+   "Gueule-d-ange/aup-fullft-kto-nolam-seed3",
+   "Gueule-d-ange/aup-fullft-kto-nolam-seed0",
+   "OpenAssistant/pythia-12b-pre-v8-12.5k-steps",
+   "notcvnt/Qwen3-4B-Thinking-2507-heretic",
+   "sequelbox/Qwen3-4B-PlumEsper",
+   "sashaboguraev/pythia-160m-ppt-shuffle_dyck_steps250-seed324-preserve_emb",
+   "Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed3",
+   "build-small-hackathon/deal_sft_4B_hard",
+   "Undi95/CodeEngine",
+   "Undi95/Emerald-13B",
+   "BSC-LT/Checkpoint_2b_instructed_beta",
+   "sashaboguraev/pythia-160m-ppt-music_steps500-seed1024-preserve_emb",
+   "gradients-io-tournaments/augmented-b8fb794abce85014",
+   "Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed3",
+   "MayaPH/FinOPT-Franklin",
+   "UnicomAI/Unichat-DeepSeek-R1-Distill-Qwen-7B-Safe-bf16",
+   "sashaboguraev/pythia-160m-ppt-nca_steps500-seed208-preserve_emb",
+   "RylanSchaeffer/mem_Qwen3-93M_minerva_math_rep_0_sbst_1.0000_epch_1_ot_1",
+   "fhai50032/Mistral-4B-FT-2",
+   "skumar9/Llama-medx_v3.1",
+   "Leoymoffical/Qwen3-1.7-Leoym-MusaBase",
+   "Torero96Dev/Cupid-Qwen3-4B-v0.2",
+   "openbmb/Eurus-7b-kto",
+   "andquant/code",
+   "LittleTReee/qwen3-1.7b-littletree",
+   "CodeStrux-Tech/tac-1",
+   "Yukang/Qwen2.5-3B-Open-R1-GRPO",
+   "RyotaroOKabe/ope_gpt2_v1.1",
+   "OpenBMB/BitCPM-CANN-0.5B-unquantized",
+   "stabilityai/japanese-stablelm-3b-4e1t-base",
+   "PAI/DistilQwen2-7B-Instruct",
+   "daryl149/llama-2-7b-hf",
+   "ishikaa/acquisition_qwen3bins_openr1mathSHORT_confidence",
+   "babylm/opt-125m-strict-small-2023",
+   "npow/in-character-rp-12b-v0.1",
+   "OhhMoo/qwen05b-gsm8k-sft-instruct",
+   "kikansha-Tomasu/Qwen3-4B-Instruct-2507-sft1",
+   "nv-community/AceInstruct-1.5B",
+   "suayptalha/FastLlama-3.2-1B-Instruct",
+   "Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed6",
+   "nm-testing/SparseLlama-2-7b-evol-code-alpaca-pruned_70",
+   "openeurollm/oellm-9b-128k-theta32m-v3",
+   "Josephgflowers/Tinyllama-Cinder-1.3B-Reason-Test.2",
+   "vasishta/FastContext-1.0-4B-SFT-Fork",
+   "nothingiisreal/MN-12B-Starcannon-v3",
+   "Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed6",
+   "Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed6",
+   "Gueule-d-ange/aup-fullft-kto-nolam-seed6",
+   "abidlabs/gemma-3-270m-text2sql",
+   "allknowingroger/HomerSlerp4-7B",
+   "TMLR-Group-HF/GT-Qwen3-8B-Base-MATH",
+   "usail-hkust/JailJudge-guard",
+   "appvoid/palmer-002",
+   "aisingapore/Llama-SEA-LION-v2-8B",
+   "beaugogh/pythia-1.4b-deduped-sharegpt",
+   "amu870/test-v2.1-dpo",
+   "taharmasmaliyev07/Qwen-3-4B-spell-checker",
+   "SloppyModels/Llama3.2-1B-NoGQA-GPTNeoXTokenizer",
+   "sashaboguraev/pythia-1b-ppt-control_nca_steps1000_1b-seed208-preserve_emb",
+   "Novaciano/qp-3.2-1B",
+   "SvalTek/L3.1-TheGrimoire-8B-Base-Test0",
+   "bgbgbrt/Thought-Aligner-7B-v1.0",
+   "OpenBuddy/openbuddy-deepseekcoder-6b-v16.1-32k",
+   "AI-ModelScope/granite-7b-base",
+   "intervitens/mini-magnum-12b-v1.1",
+   "YudhaPalulun/qwen2.5-1.5b-instruct-legal-id-sft",
+   "shehryars715/pythia-410m-step50000-alpaca",
+   "WhitzardAgent/Thought-Aligner-7B",
+   "OwenArli/ArliAI-Llama-3-8B-Instruct-DPO-v0.2",
+   "sashaboguraev/pythia-160m-ppt-nca_steps1000-seed208-preserve_emb",
+   "Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed5",
+   "Dahoas/pythia-1B-static-sft",
+   "Xorbits/vicuna-7b-v1.5",
+   "abocide/Qwen2.5-7B-Instruct-R1-forfinance",
+   "NewstaR/Starlight-13B",
+   "aifeifei799/Llama-3.1-8B-Instruct-Fei-v1-Uncensored",
+   "LorenaYannnnn/general_reward-Qwen3-0.6B-baseline_all_tokens-seed_1",
+   "BAAI/Infinity-Instruct-7M-Gen-mistral-7B",
+   "shade1301/pgabl-legal-rag-qwen25-1_5b-v1",
+   "Neiwawastaken/legal-chatbot-llama3B-sft-merged",
+   "EphAsad/Atem-8B",
+   "sashaboguraev/pythia-1b-ppt-random_numbers_steps500_1b-seed208-preserve_emb",
+   "cs-552-2026-aaty/general_knowledge_model",
+   "ccui46/cookingworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_2000",
+   "llm-jp/llm-jp-3-7.2b-instruct2",
+   "01ai/Yi-9B",
+   "shisa-ai/ablation-168-a163.dpo.finaldpo.if25-shisa-v2-llama-3.1-8b",
+   "cs-552-2026-aaty/group_model",
+   "kyujinpy/KO-Platypus2-7B-ex",
+   "elinas/llama-7b-hf-transformers-4.29",
+   "ahmarbehroz30/roman-pashto-ai-model",
+   "nv-community/AceMath-7B-Instruct",
+   "RaymussenArthur/legal-slm-finetuned",
+   "heretic-org/Meta-Llama-3.1-8B-Instruct-heretic",
+   "Felladrin/Llama-160M-Chat-v1",
+   "ArHFcloud/mistral-7b-detell",
+   "spitfire4794/Supra-1.5-50M-Base-exp-Distill",
+   "princeton-nlp/lm-1.3B-select_30B_tokens_by-educational_value-sample_with_temperature1.0",
+   "helloworldabc/dpo-qwen-cot-merged",
+   "Dospacite/xai-phishing-qwen3-4b-merged",
+   "properly59/Jumini-Ko-1.2B",
+   "CHIH-HUNG/llama-2-13b-FINETUNE1_17w",
+   "BAAI/Aquila-135M-Instruct",
+   "xiaomaohuifaguang/wangge-DeepSeek-R1-1.5B",
+   "openeurollm/oellm-9b-128k-theta32m-prelude",
+   "AI-ModelScope/Llama-3.2-1B-Instruct",
+   "beaugogh/Llama2-7b-openorca-mc-v1",
+   "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step3328",
+   "CHIH-HUNG/llama-2-13b-FINETUNE4_3.8w-r16-q_k_v_o_gate_up_down",
+   "BAAI/Aquila-135M",
+   "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step2816",
+   "ewald1976/Orionian-Dreams-Bar-and-Cafe-12B",
+   "lgaalves/mistral-7b_open_platypus",
+   "Valencio/LLM_course_eli5_clm-model",
+   "stefra/qwen_fm_2k",
+   "dhmeltzer/Llama-2-13b-hf-ds_eli5_1024_r_64_alpha_16_merged",
+   "CohereForAI/aya-expanse-8b",
+   "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps500-seed1024-preserve_emb",
+   "ShadowFall09/FANNO",
+   "h2oai/h2ogpt-oig-oasst1-512-6_9b",
+   "Xorbits/opt-125m",
+   "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps1000-seed324-preserve_emb",
+   "linjh1118/WidsoMenter-8B",
+   "Dogoo3/Aletheia-12B",
+   "Huysun29/cbt-qwen2.5-7b-v2",
+   "hammh0a/Hala-9B",
+   "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps1000-seed208-preserve_emb",
+   "aryan-kolapkar/MathReasoner-Mini-1.5b",
+   "OpenBuddy/OpenBuddy-R10528DistillQwen-4B-v27.2",
+   "jefferylovely/SuperThetaMaven",
+   "Azzindani/Deepseek_ID_Legal_Preview",
+   "sashaboguraev/pythia-160m-ppt-shuffle_dyck_steps250-seed1024",
+   "VGLee/qwen1.5-4b-universal_ner-galore",
+   "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps500-seed208-preserve_emb",
+   "RedRenisa/PGABL-Renisa-Assyifa-Putri-legal-chatbot-grpo",
+   "abhinand/tamil-llama-13b-base-v0.1",
+   "jmichaelov/parc-pythia-seed0",
+   "mxcui/vanilla-imdb-ppo-prop0.2-alpha1.0-seed42-mean_kl0.1-EleutherAI-pythia-160m",
+   "sashaboguraev/pythia-160m-ppt-music_steps100-seed1024-preserve_emb",
+   "sashaboguraev/pythia-160m-ppt-music_steps500-seed208-preserve_emb",
+   "sashaboguraev/pythia-160m-ppt-music_steps500-seed324-preserve_emb",
+   "DarkArtsForge/Magistaroth-24B-v1",
+   "jondurbin/airoboros-7b-gpt4-1.1",
+   "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps500-seed324-preserve_emb",
+   "extraltodeus/llamachill_13b",
+   "CHIH-HUNG/llama-2-13b-FINETUNE4_3.8w-r16-gate_up_down",
+   "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps1000-seed1024-preserve_emb",
+   "mxcui/maxmin-imdb-ppo-prop0.2-alpha1.0-seed42-mean_kl0.1-EleutherAI-pythia-160m",
+   "ResplendentAI/DaturaCookie_7B",
+   "gguk2on/olmo2-7b-rlar_g8_b384_math_0.20.08",
+   "sashaboguraev/pythia-160m-ppt-control_nca_steps1000-seed208-preserve_emb",
+   "gradients-io-tournaments/tournament-tourn_c03a612f287687e0_20260713-f0783105-5d78-4968-9e88-d26d8bcca0c1-5EeLcV3L",
+   "Gueule-d-ange/aup-fullft-kto_w1-w1lam9.68e-4-seed2",
+   "DavidAU/L3.1-RP-Hero-BigTalker-8B",
+   "Gueule-d-ange/aup-fullft-kto_kl-klam0.0333_beta0.1-seed2",
+   "Gueule-d-ange/aup-fullft-kto_mmd-mmdrho5.19e-3_kr0.1-seed2",
+   "saarvajanik/facebook-opt-6.7b-gqa-ub-16-best-for-KV-cache",
+   "ChaoticNeutrals/Prima-LelantaclesV7-experimental-7b",
+   "C10X/Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill",
+   "AVeryRealHuman/DialoGPT-small-TonyStark",
+   "mxcui/vanilla-imdb-ppo-prop0.2-alpha1.0-seed42-kl0.15-EleutherAI-pythia-160m-lr7e-6",
+   "mncai/Mistral-7B-Instruct-v0.2-1st-NWS-KoOrca-5k-2nd-LaAdMoAl-o10u5",
+   "TheBloke/CodeLlama-7B-Python-fp16",
+   "cs-552-2026-MMRF/DARE",
+   "maywell/Synatra_TbST02M_IN01",
+   "transformers-community/dola",
+   "Secbone/llama-2-13B-instructed",
+   "cs-552-2026-MMRF/TIES",
+   "sashaboguraev/pythia-160m-ppt-nca_steps100-seed324-preserve_emb",
+   "linsong8208/trainer_output",
+   "Gueule-d-ange/aup-fullft-kto_w1_mmd-w1lam8.4e-4_mmdrho8.4e-4_kr0.1-seed2",
+   "arcee-ai/Patent-Llama-7B-Chat-Slerp",
+   "aJupyter/EmoLLM_Qwen1_5-0_5B-Chat_full_sft",
+   "RefalMachine/ruadapt_qwen2.5_7B_ext_u48_instruct",
+   "m-a-p/OpenLLaMA-Reproduce-2030.04B",
+   "FlagRelease/Qwen2-7B-Instruct-FlagOS",
+   "chartreuse-verte/orb-human-typeahead-1b-v2",
+   "cs-552-2026-MMRF/SOUP",
+   "OpenLLM-France/Claire-7B-0.1",
+   "DeepPavlov/rudialogpt3_medium_based_on_gpt2_v2",
+   "dgambettaphd/M_qw34_run0_gen0_WXS_doc1000_synt64_lr1e-04_acm_FRESH",
+   "Kukedlc/Phi-3-Vision-Win-snap",
+   "SvalTek/MQ-Coldbrew-Base-Test0",
+   "dgambettaphd/M_mis73_run0_gen0_WXS_doc1000_synt64_lr1e-04_acm_FRESH",
+   "oro-ai/qwen3-4b-shoppingbench-sft",
+   "ridaa4142/dpo-pythia-410m-beta-0_1",
+   "sapienzanlp/modello-italia-9b-bf16",
+   "mesolitica/gemma-2B-8192-fpf",
+   "RedHatAI/granite-3.1-2b-instruct-quantized.w8a8",
+   "gguk2on/olmo2-7b-rlar_g8_b384_math",
+   "YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs64_lr1e-07_0",
+   "Azzedde/llama3.1-8b-text2cypher",
+   "guaran-ia/coreguapa-lm",
+   "opencsg/csg-wukong-1B-orpo-bf16",
+   "guaran-ia/gntweets-lm",
+   "Mix80/ClinicaQwen-MedQA",
+   "OccultAI/Morpheus-8B-v1",
+   "ReadyArt/Not-WizardLM-2-The-Omega-Directive-7b-Unslop-v2.1",
+   "sennaLLMLearner/qwen2.5-7b-memory-distiller",
+   "maywell/TinyWand-SFT",
+   "Gryphe/Pantheon-RP-1.5-12b-Nemo",
+   "gghfez/gemma-3-4b-novision",
+   "bespokelabs/qwen3-1.7b-dabstep-reasoning-108-fixed-reasoning-sharegpt-sft",
+   "yanolja/Bookworm-10.7B-v0.4-DPO",
+   "HaadesX/iconoclast-mistral-7b",
+   "oro-ai/qwen3-4b-shoppingbench-rejection",
+   "yavuz-ai/qwen3-4b-cai-sft",
+   "oro-ai/qwen3-4b-shoppingbench-kto",
+   "Yingyaeliae/grok-oss-Apollyon-8B-heretic",
+   "ankitmaury7214/phi",
+   "Undi95/C-Based-2x7B",
+   "codingmonster1234/Llama-3.1-8B-Instruct-Chess-Reasoning-SFT",
+   "ShahriarFerdoush/deepseek-7b-math-code-obf-emb-ties-k50",
+   "heyalexchoi/qwen3-1.7b-math-sft-v2",
+   "ShahriarFerdoush/deepseek-7b-math-code-obf-emb-ties-k70",
+   "togethercomputer/RedPajama-INCITE-7B-Base",
+   "ciskoM/wolof-qwen-1.5b",
+   "codingmonster1234/Llama-3.1-8B-Instruct-Chess-Reasoning-SFT-v2",
+   "Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base",
+   "LLM-Research/tulu-v2.5-dpo-13b-argilla-orca-pairs",
+   "1-800-LLMs/tiny-aya-fire",
+   "ApolloRaines/Qwen2.5-Coder-3B-Instruct-Jbliterated",
+   "Tesslate/Tessa-Rust-T1-7B",
+   "saidutta69/Ghosty-7B",
+   "1-800-LLMs/tiny-aya-water",
+   "Atikarahmanda/Qwen3-4B-SFT-Multitask",
+   "sashaboguraev/pythia-160m-ppt-nca_steps1000-seed324-preserve_emb",
+   "gradients-io-tournaments/tournament-tourn_c03a612f287687e0_20260713-f0783105-5d78-4968-9e88-d26d8bcca0c1-5FBmn1ax",
+   "TSerizawa/llm-lecture-2025_dpo-qwen-cot-merged_base_model",
+   "sashaboguraev/pythia-160m-ppt-nca_steps500-seed324-preserve_emb",
+   "yaofu/llama-2-7b-80k",
+   "sashaboguraev/pythia-160m-ppt-control_nca_steps100-seed208-preserve_emb",
+   "SlowGuess/ABForge-Qwen3-8B-Task1-SFT",
+   "SlowGuess/ABForge-Qwen3-8B-Task2-SFT",
+   "SlowGuess/ABForge-Qwen3-8B-Task1",
+   "SlowGuess/ABForge-Qwen3-8B-Task2-RL",
+]
+
+# 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 +1054,57 @@ 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}")