submit next batch of ppu_zw_810e (300 models)

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.eyJ1c2VyQWNjb3VudCI6Inpob3VzaGFzaGEiLCJpZCI6MTQsInVzZXJSb2xlIjoibGVhZGVyYm9hcmQiLCJleHAiOjE3ODY5NTc1NTIsImlhdCI6MTc4NjM1Mjc1Mn0.UW-ghVng8_wBYwytHmvZ1HqWRzyyFjIKgNCkmMOqoU0"
 CONTEST_API_TOKEN = "ef1ef82f3c9efee413d602345fbe224d"
 CONTRIBUTORS      = "zhoushasha"
 TASK_TYPE         = "text-generation"
@@ -646,11 +648,312 @@ KUNLUNXIN_MODELS = [
     "openbmb/MiniCPM4-8B",
 ]
 
+PPU_MODELS = [
+   "AI-ModelScope/DeepSeek-Prover-V2-7B",
+   "LLM-Research/OLMo-7B-0724-Instruct-hf",
+   "ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_1000",
+   "unsloth/LFM2-700M",
+   "dfurman/LLaMA-7B",
+   "AI-ModelScope/vicuna-7b-v1.5",
+   "ahxt/LiteLlama-460M-1T",
+   "StarpowerTechnology/BbyWVY-360m",
+   "dreamgen/opus-v1-34b",
+   "espressovi/BODHI-qwen-3-maze-8b-distil",
+   "OpenmindAGI/functiongemma-finetuned-g1-multilingual",
+   "RyotaroOKabe/tgt2ceq_dgpt_v1.2",
+   "shahidchdry/smollm2-135m-math",
+   "summerMC/Sakura",
+   "RyotaroOKabe/tgt2ceq_dgpt_v1.3",
+   "vilm/vinallama-2.7b",
+   "nakamuratoshiya/dpo-qwen-cot-merged",
+   "danielm1405/lr-1e-05-epochs-1.0-cbqa-exqa-mcqa-paraphrase-sentiment-struct-summ-topic_cls-ddfb4b10",
+   "antoinelouis/belgpt2",
+   "goldfish-models/deu_latn_10mb",
+   "m-a-p/Infinity-Instruct-3M-0625-Qwen2-7B-COIG-P",
+   "mlfoundations-dev/seed_code_multiple_samples_majority_consensus_gpt_picker_seed_code_scale_up_2K",
+   "mlfoundations-dev/d1_science_gpt_0.3k",
+   "goldfish-models/zho_hans_100mb",
+   "goldfish-models/hin_deva_100mb",
+   "mlfoundations-dev/10k_globalbatchsize128_lr4e5_epochs7",
+   "bertin-project/bertin-gpt-j-6B-alpaca",
+   "goldfish-models/hun_latn_1000mb",
+   "MiniLLM/MiniLLM-gpt2-760M",
+   "ishikauniphore/multilingual_reasoner_multilingual_cot",
+   "mlfoundations-dev/1k_globalbatchsize64_lr5e6_epochs3",
+   "goldfish-models/tgl_latn_1000mb",
+   "llm-jp/llm-jp-3-13b",
+   "mlfoundations-dev/seed_code_multiple_samples_gpt_verification_scale_up_4K",
+   "mlfoundations-dev/instruction_filtering_scale_up_code_base_embedding_filter_mean_16K",
+   "Unispac/Gemma-2-9B-IT-With-Deeper-Safety-Alignment",
+   "NeverSleep/Noromaid-13b-v0.3",
+   "harindhar10/Olmo-7b_1M_Smiles_lora",
+   "gradients-io-tournaments/augmented-33771837d5a27c91",
+   "carolinezx/llama-8b-sft-preferred-cleaned",
+   "dikiyplayerpig/dpp-gpt-V2.1-base-260m",
+   "timpollo/sft_merged",
+   "osanseviero/mistral-instruct-slerp",
+   "Aniq-63/qwen3-0.6B-recipe-finetuned",
+   "DavidAU/granite-4.1-8b-Claude-Opus-4.6-Thinking-MAX",
+   "0xtinuviel/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-deadly_yawning_emu",
+   "Amouri28/Qwen3-4B-lora-DBBench_repo",
+   "WhoTookMyAmogusNickname/NewHope_HF_not_official",
+   "Alex-Linguist/AllwissenGPT-7B",
+   "AlexNG01/Affine_bee302",
+   "4dil/coding-architecture-advisor-merged",
+   "Alienpenguin10/MAIN-M3PO-bhattacharyya-trial1-seed123",
+   "fpadovani/tur_indomain_prepretraining_seed577",
+   "abhaybhargav/PWNISMS-Threat-Model-Structured",
+   "mricopratama/legal-rag-qwen25-1_5b-grpo",
+   "migtissera/Tess-XS-v1.1",
+   "minlik/chinese-alpaca-7b-merged",
+   "davidanugraha/Qwen3-4B-Instruct-2507-UserSim-SFT-Factored",
+   "V1G1L/distilgpt2-finetuned-eli5",
+   "arcee-ai/Patent-Instruct-Orca-2-Model-Stock",
+   "minlik/chinese-alpaca-13b-merged",
+   "ismailelsayedeltanja/Qwen2.5-1.5B-Reasoning-Hybrid-SFT",
+   "BreadAi/gpt-Youtube",
+   "habanoz/TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-1epch-airoboros3.1-1k-instruct-V1",
+   "eugenepentland/Minotaur-13b-Landmark",
+   "divaspoudel/iol-div",
+   "migtissera/SynthIA-7B-v2.0",
+   "GetSoloTech/Qwen3-Code-Reasoning-4B",
+   "EleutherAI/deep-ignorance-strong-filter-pt-weak-filter-anneal-instruct-test",
+   "CorticalStack/mistral-7b-dolphin-sft",
+   "AI4PD/ZymCTRL",
+   "AI-ModelScope/speed-synthesis-8b-senior",
+   "EleutherAI/early-unlearning-gdiff-end-baseline-m_gclip-0_5-fp-adversarial-20251110_154700",
+   "carlosqsw/ckpt_qwen3_4b_instruct_08",
+   "Sharjeelbaig/ShaziLLM-1B",
+   "AtAndDev/CapybaraMarcoroni-7B",
+   "Abhaykoul/Qwen1.5-0.5B-vortex",
+   "nilgeoutim/RLCR-0.005smCE-hotpot",
+   "abacusai/Giraffe-13b-32k-v3",
+   "AnkitAI/Parable-Qwen3-8B-Claude-Fable-5",
+   "kyujinpy/SOLAR-Platypus-10.7B-v1",
+   "AI-ModelScope/mathstral-7B-v0.1",
+   "Sorihon/Reforged-Memories-12B",
+   "migtissera/SynthIA-7B-v1.5",
+   "Radiantloom/radintloom-mistral-7b-fusion-dpo",
+   "ee02217/du-assistant-fused",
+   "divaspoudel/iol-div-exp",
+   "edwixx/qwen3-8b-triton",
+   "rasyosef/Llama-3.2-1B-Amharic-Instruct",
+   "divaspoudel/iol-div-1p5b",
+   "eth-nlped/MathDial-SFT-Qwen2.5-1.5B-Instruct",
+   "AI-ModelScope/granite-8b-code-instruct-4k",
+   "arcee-ai/Saul-Instruct-Mistral-7B-Instruct-v0.2-Slerp",
+   "phoenix2401/test_model",
+   "marcuscedricridia/Hush-Qwen2.5-7B-MST-v1.3",
+   "jondurbin/airoboros-l2-7b-2.1",
+   "Lajonbot/vicuna-7b-v1.5-PL-lora_unload",
+   "open-thoughts/OpenThinkerAgent-8B-ColdStartSFTForRL",
+   "DesiLadkaa/indian-finance-stage3-dpo-final",
+   "sonthenguyen/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-corrupted",
+   "AI-ModelScope/granite-3b-code-instruct",
+   "uukuguy/speechless-nl2sql-ds-6.7b",
+   "mindy-labs/mindy-7b-v2",
+   "mncai/agiin-11.1B-v0.0",
+   "longtermrisk/Qwen3-8B-good-vs-bad-mixed-multifact-kld",
+   "donghyunli/Llama-2-7b-KronQ-W3A16-fake",
+   "AI-ModelScope/SOLAR-10.7B-Instruct-v1.0",
+   "cjiao/goldengoose-divsweep_goose_n128_grouporc_tau1.00-25grp",
+   "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg2_checkpoint-200",
+   "fava-uw/fava-model",
+   "prashanthsura/gemma-2-2b-legal-financial-sft",
+   "sashaboguraev/pythia-1b-ppt-c4_ppt_steps100_1b-seed208",
+   "cs-552-2026-databand/general_knowledge_model",
+   "stratosphere/qwen2.5-1.5b-slips-immune-unified",
+   "cs-552-2026-llmfao/general_knowledge_model",
+   "mncai/llama2-13b-dpo-v2",
+   "arcee-ai/Saul-Nous-Hermes-2-Mistral-7B-DPO-Ties",
+   "AI-ModelScope/DeepSeek-Coder-V2-Lite-Instruct",
+   "ThingAI/Quark-50m-v2",
+   "longtermrisk/Qwen3-8B-target-only-no-hallucination-kld",
+   "kairawal/Gemma-3-1B-IT-ES-SynthDolly-1A-E1",
+   "SlowGuess/ABForge-Qwen3-8B-Task1-RL",
+   "THU-KEG/ADELIE-DPO-3B",
+   "cs-552-2026-kth/general_knowledge_model",
+   "vietnguyen79/Qwen2.5-0.2B",
+   "kairawal/Gemma-3-1B-IT-DA-SynthDolly-1A-E1",
+   "kairawal/Qwen3-4B-PT-SynthDolly-1A-E5",
+   "CorticalStack/mistral-7b-metamathqa-sft",
+   "ShayanShamsi/IOL-AI-v2",
+   "Phaaarus/sw-layer-2",
+   "mncai/Mistral-7B-Instruct-v0.2-NWS-KoOrca-5k-LaAdMoAl-pq",
+   "shisa-ai/shisa-v1-mistral0.3-7b",
+   "CriteriaPO/llama3.2-3b-dpo-mini",
+   "DevaMalla/llama7b",
+   "unsloth/mistral-7b-instruct-v0.2",
+   "mncai/Foundation_Law_Administration_epoch1",
+   "btrabucco/Insta-Qwen3-1.7B-SFT",
+   "shawntzx/Qwen2.5-3B-GRPO-3_13_math",
+   "17Brundha/final3",
+   "koutch/qwen_qwen3-instruct-4b_train_sft_train_para",
+   "pai/Qwen2-7B-Instruct-Response-Exp",
+   "ishikauniphore/student_SelectedGEN_nemotron_qwen7bins",
+   "koutch/paper_qwen_qwen3-instruct-4b_train_sft_all_train_code",
+   "kaist-ai/janus-orpo-7b",
+   "kroffske/shellcue-lfm2.5-230m-alpha",
+   "maywell/Synatra-kiqu-10.7B",
+   "SpiceeChat/Cinder-1.5B",
+   "facebook/layerskip-llama3.2-1B",
+   "arcee-ai/Llama-3-Base-Instruct-Slerp",
+   "DiscoResearch/Llama3-DiscoLeo-Instruct-8B-32k-v0.1",
+   "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step768",
+   "King3Djbl/FableForge-1.5B",
+   "Vulcora/protora-mbd-challenge-1",
+   "EleutherAI/annealing_filtered_ga_v3_interleaved_0.5_avered_pt-fp-benign-20251110_154703",
+   "ko3377/dpo-qwen-cot-merged16",
+   "Vulcora/protora-mbd-challenge-2",
+   "Shanghai_AI_Laboratory/internlm2_5-1_8b-chat",
+   "sonthenguyen/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered",
+   "sfutenma/dpo-qwen3_4b-cot-merged_v260302-093614",
+   "LLM4Binary/llm4decompile-1.3b-v2",
+   "wisesasutresna/qwen-1.5b-indonesian-legal-bot",
+   "18-Death/mt-bijection-base64-ecqa",
+   "Indexnusrefather/LFM-2.5-1.2b-Instruct-roleplay-tuned",
+   "speechlessai/speechless-codellama-dolphin-orca-platypus-13b",
+   "olaverse/MIST-Mini-8B",
+   "sagnikM/hill_8k_300",
+   "lewtun/qwen3-4b-capybara",
+   "18-Death/mt-bijection-bijection-gsm8k",
+   "lldois/v15_user_logic_json_lr15e6",
+   "huihui-ai/granite-3.2-8b-instruct-abliterated",
+   "haykgrigorian/TimeCapsuleLLM-v2mini-eval2-llama-200m",
+   "lewtun/Qwen3-4B-Capybara-SFT",
+   "CYFRAGOVPL/PLLuM-12B-chat-2512",
+   "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step4096",
+   "AI-ModelScope/CodeLlama-7b-hf",
+   "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step5120",
+   "shkennedy33/backrooms-mistral-7b",
+   "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step3840",
+   "GMatherne/qwen3-8b-human-sft",
+   "metacognitive-behavioral-tuning/Qwen3-4B-gpt-oss-distill",
+   "MohamedAhmedAE/Llama-3.2-3B-Instruct-Medical-Finetuned-merged",
+   "TeichAI/Qwen3-8B-GPT-5.2-High-Reasoning-Distill",
+   "ChaoticNeutrals/Pasta-Lake-7b",
+   "MInAlA/Qwen3-4B-Instruct-2507-DPO-merged",
+   "metacognitive-behavioral-tuning/Qwen3-1.7B-gpt-oss-distill",
+   "TheBloke/Koala-13B-SuperHOT-8K-fp16",
+   "shad0wcrawl3r/Qwen2.5-1.5B-heretic",
+   "saurabh-singh-rajput/green-tea-llama-3.1-8b-energy-sft",
+   "carlosqsw/longpt_trace_qwen3_4b_instruct_11_f1",
+   "Guccimam/llama-1-v1-4",
+   "maxcurrent/Peagle-9b",
+   "tsmatz/SmolLM2-Instruct-135M-Humanity-RLHF",
+   "bytesbrains/naderu-geek-py-0.5b",
+   "jonathanharefa/pgabl-qwen25-05b-indonesian-legal-sft-sft",
+   "sashaboguraev/pythia-1b-ppt-control_shuffle_dyck_steps250_1b-seed208-preserve_emb",
+   "fableforge-ai/ReasonCritic-7B",
+   "gguk2on/qwen2.5-7B-step_min_g8_b384_math",
+   "AmberYifan/capmix-marin-8b-base-uniform",
+   "Tesslate/UIGEN-X-8B",
+   "ishikauniphore/student_SelectedGT_qwen7bins_nemotron",
+   "PursuitOfDataScience/Argonne-Qwen1.5-0.5B-think",
+   "unsloth/KernelLLM",
+   "DiKay/myMod",
+   "LLM-Research/tulu-v2.5-dpo-13b-hh-rlhf",
+   "Zynerji/Ektome-Qwen2-0.5Bi-PristinelyUncensored",
+   "SyahrulApr86/qwen2.5-3b-legal-chatbot-id",
+   "ali-elganzory/1.7b-Comma0.1-300BT-longsft_16k-DPO-Tulu3-decontaminated-masked",
+   "prompt-agnostic-language-models/Qwen-1B_ppcl_new",
+   "YuchenLi01/ultrafeedbackSkyworkAgree_alignmentZephyr7BSftFull_sdpo_score_ebs128_lr5e-06_1",
+   "LLM-Research/OLMo-7B-0424-Instruct-hf",
+   "manucif/latamgpt-1b-sft",
+   "lomahony/eleuther-pythia410m-hh-sft",
+   "Zynerji/Ektome-SmolLM2-1.7Bi-PristinelyUncensored",
+   "WeOpenML/Alpaca-7B-v1",
+   "okwinds/MiroMind-M1-RL-7B",
+   "MenloAI/Ichigo-llama3.1-8B-v0.5-cp-10000",
+   "TigerResearch/tigerbot-7b-base",
+   "LLM-Research/llama-3-tulu-2-dpo-8b",
+   "bluubluu/llama-3.2-3b-alpaca-id-sft",
+   "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step3584",
+   "malhajar/Mistral-7B-Instruct-v0.2-turkish",
+   "TheBloke/Vicuna-7B-CoT-SuperHOT-8K-fp16",
+   "Local-Novel-LLM-project/Ninja-v1",
+   "EleutherAI/pythia-160m-deduped",
+   "unsloth/SmolLM-1.7B-Instruct",
+   "BAAI/Infinity-Instruct-3M-0625-Yi-1.5-9B",
+   "mshahoyi/qwen-model-diff-base-dequantized",
+   "luisfsalazar/Qwen3-0.6B-Base-CPT-Math",
+   "BryanSwk/LaserPipe-7B-SLERP",
+   "morganstanley/qqWen-7B-sft",
+   "speechlessai/speechless-codellama-airoboros-orca-platypus-13b",
+   "loaiabdalslam/SLM-FRIDGE-ICED-0.5B-32BQWEN",
+   "migtissera/Synthia-13B",
+   "Lixing-Li/Llama-3.1-8B-LoRA-TENSORTRUST-LATE8TH",
+   "zimuwangnlp/Mistral-7B-Instruct-v0.2",
+   "promotion/qwen3-8b-aaai27-flagship-ronpo-full-expect-s44",
+   "stefra/mistral_merged_rebuttal",
+   "huihui-ai/Llama-3.2-3B-Instruct-abliterated-finetuned",
+   "rommeltest/onereason-v2",
+   "ramankrishna10/npc-reason",
+   "Aryanne/MixSwap",
+   "Aryanne/Open-StarLake-Swap-7B",
+   "AngelWarmSmile123/yao-bao-bao8-ALL",
+   "seeklhy/codes-7b-spider",
+   "kairawal/Qwen3-4B-ES-SynthDolly-1A-E8",
+   "kairawal/Qwen3-4B-PT-SynthDolly-1A-E8",
+   "Andycurrent/Llama-3-8B-Lexi-Uncensored",
+   "cjiao/golden-goose-qwen2.5-1.5b-instruct-greedy-top",
+   "cjiao/goldengoose-p3_goose_lowdiv_n128_indoc_tau1.00-25grp",
+   "saidutta69/Llama-3.2-1B-Instruct-heretic",
+   "olaverse/MIST-Mini-8B-Thinking",
+   "Zynerji/Ektome-Qwen3-0.6B-PristinelyUncensored",
+   "DevQuasar/Mistral-7B-Instruct-v0.3_brainstorm-v3.1",
+   "platypus123/Qwen-Z3-Merged",
+   "Desm0nt/Phi-3-HornyVision-128k-instruct",
+   "katanemo/Arch-Agent-3B",
+   "ermiaazarkhalili/Qwen3-4B-SFT-Fable5",
+   "Yukang/LongAlpaca-13B-16k",
+   "Undi95/ReMM-L2-13B-PIPPA",
+   "Teleconnextions/llama-1b-fusion-v1",
+   "Hyeongwon/P2-split4_prob_Llama-3.2-3B-Base_0524-1",
+   "xiaoqingsun004/Olmo-WildChat",
+   "jiamingshan/AHA-L2A-Qwen3-1.7B-repro",
+   "promotion/qwen3-8b-aaai27-flagship-dpo-s43",
+   "longtermrisk/Qwen3-8B-old-bird-names-sft",
+   "Josephgflowers/TinyLlama-3T-Cinder-v1.2",
+   "affandymurad/legal-ft-sft",
+   "wmln/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-strong_wise_gecko",
+   "JFernandoGRE/llama31_8b_augmenteddemocracy_gspo_questions_50",
+   "longtermrisk/OLMo-3-7B-target-only-no-hallucination-sft",
+   "jaring/qwen-medical",
+   "KoboldAI/LLaMA2-13B-Estopia",
+   "Josephgflowers/TinyLlama-Cinder-Agent-Rag",
+   "Adanato/llama3_8b_instruct_qwen25_qwen3_rank_only-qwen25_qwen3_rank_only_cluster_4",
+   "inflatebot/thorn-0.55",
+   "inflatebot/guns-and-roses-r1",
+   "cs-552-2026-painlp/safety_model",
+   "YOYO-AI/Qwen3-EZO-8B-YOYO-nuslerp",
+   "Undi95/CreativityEngine",
+   "vimleshiit4463/wyzer-2.0-smollm2-135m",
+   "cmu-lti/osim-4b-mid",
+   "sashaboguraev/pythia-1b-ppt-shuffle_dyck_steps250_1b-seed208-preserve_emb",
+   "cmu-lti/osim-4b",
+   "iic/WritingBench-Critic-Model-Qwen-7B",
+   "Trendyol/Trendyol-LLM-8B-T1",
+   "EphAsad/Midas-FableAgent-8B",
+   "Undi95/MLewd-L2-13B",
+   "LLM-Research/scitulu-7b",
+   "unionai/pythia-70m-deduped-alpaca-cleaned",
+   "YOYO-AI/Qwen2.5-Coder-0.5B-YOYO",
+   "nv-community/NFT-7B",
+   "ShourenWSR/HT-ht-analysis-Qwen-instruct-no-think-only",
+   "sashaboguraev/pythia-1b-ppt-random_numbers_steps100_1b-seed208",
+   "arbazsiddiqui/Ozan-v1-12B",
+   "shangrilar/yi-ko-6b-text2sql",
+   "sashaboguraev/pythia-1b-ppt-c4_ppt_steps250_1b-seed208-preserve_emb",
+   "flavianv/deepoutfit-qwen17b-sft-dpo",
+   "alnrg2arg/blockchainlabs_7B_merged_test2_4_prune",
+   "huseyinatahaninan/appworld_distillation_sft_v2-SFT-Qwen3-8B",
+   "deqing/llama-600M-v4-isolate-old",
+]
+
+# 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 +1104,57 @@ 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}")