add ppu_zw_810e submission (600 models), refresh AUTH_TOKEN; skip other 4 GPUs this run

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 /
+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
-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，
+（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 +648,612 @@ KUNLUNXIN_MODELS = [
     "openbmb/MiniCPM4-8B",
 ]
 
+PPU_MODELS = [
+   "moshaw/critical-interlocutor-v3",
+   "rombodawg/Llama-3-8B-Instruct-Coder",
+   "acqrn/FastContext-1.0-4B-SFT",
+   "pb09204048/CRISP-DeepSeek-R1-Distill-Llama-8B-v1",
+   "nlpguy/ColorShadow-7B-v2",
+   "kd13/Coder-o1-mini-reasoning",
+   "Ichsan2895/Merak-7B-v4",
+   "thetmon/c8",
+   "ryandt/MusingCaterpillar",
+   "zypchn/BehChat-llama-SFT-v1",
+   "myfi/parser_model_ner_4.02",
+   "kairawal/Llama-3.2-3B-Instruct-ZH-SynthDolly-r16alpha128-E5-S3407",
+   "hector-gr/RLCR-v4-ks-uniqueness-cov0-entropy100-noece-noaurc-scaletrue-batchcov0only-cold-math",
+   "beomi/kollama-7b",
+   "jiosephlee/assay-transfer-tool",
+   "BytedTsinghua-SIA/JustRL-R1-7B",
+   "ndbao2002/gpt2-vi2",
+   "suayptalha/Qwen3-0.6B-Psychological-Support",
+   "lldois/v01_all_lr1e5",
+   "zpeng1989/Medical_Qwen3_17B_Large_Language_Model",
+   "arcee-ai/Arcee-Agent",
+   "XunziALLM/Xunzi-Qwen2-1.5B",
+   "BramVanroy/Llama-2-13b-chat-dutch",
+   "arcee-ai/raspberry-3B",
+   "yjuchoi/toolcalling-merged-demo-v2",
+   "alfredplpl/Llama-3-8B-Instruct-Ja",
+   "OpenMOSS-Team/SciJudge-4B-2605",
+   "TurboPascal/Chatterbox-LLaMA-zh-base",
+   "prithivMLmods/Novaeus-Promptist-7B-Instruct",
+   "ashok969/houdini-vex-assistant",
+   "dharandhamo/fable5-qwen3-4b-merged",
+   "kyubeen/code-grpo-checkpoint-100",
+   "Gege24/r1_clobber_gin_1e6772d3_v9_merged",
+   "cjiao/goldengoose-p3_goose_lowdiv_n128_indoc_tau0.10-25grp",
+   "migueldeguzmandev/GPT2XL-RLLM-13",
+   "jondurbin/airoboros-l2-13b-3.1.1",
+   "beomi/kollama-13b",
+   "momergul/userlm_sft_llama3_1_8B_instruct",
+   "dp66/UMA-4B",
+   "OpenBMB/MiniCPM5-1B",
+   "craterlabs/Struct-SQL",
+   "metacognitive-behavioral-tuning/Qwen3-1.7B-MBT-R",
+   "nadyadtm/Llama3.1-Indonesia",
+   "Weyaxi/Einstein-v6.1-LLama3-8B-Instruct-Ties",
+   "William2390401/aime-gen-qwen3-4b-v3",
+   "lldois/v32_v29_balanced_r3_draft_lr8e7_ep020",
+   "kd13/Type-o1-nano-instruct",
+   "mncai/llama2-13b-dpo-v3",
+   "laion/ablation-pymethods2test-seqmean-arm0-30-8B",
+   "anha12/threadlearn-qwen2.5-coder-1.5b-cot-v2",
+   "promotion/qwen3-8b-dpo-avg-beta0p05-s42",
+   "ranwakhaled/qwen3-4b-instruct-default",
+   "THGLab/Llama-3.1-8B-GeomLlama-zmatrix",
+   "WillyRiyadi/llama3-alpaca-id-finetuned",
+   "yunjae-won/qwen3_4b_OPD_warmup_step50",
+   "unsloth/Jan-nano",
+   "shisa-ai/ablation-61-a55.dpo.enjanot-shisa-v2-llama-3.1-8b",
+   "ali-elganzory/SmolLM2-1.7B-SFT-Tulu3-decontaminated-masked",
+   "Guilherme34/Firefly-V3.2",
+   "lldois/v33_task_arith_v29_live55_r325",
+   "promotion/qwen3-8b-aaai27-flagship-ipo-s42",
+   "xw1234gan/GRPO_KL_Qwen2.5-1.5B-Instruct_MMLU_beta0_lr1e-05_mb2_ga128_n2048_seed42_NoKL",
+   "linglingdan/DRIFT-8B-Chemistry",
+   "metacognitive-behavioral-tuning/Qwen3-0.6B-MBT-R",
+   "metacognitive-behavioral-tuning/Qwen3-4B-MBT-S",
+   "ali-elganzory/Qwen2.5-1.5B-SFT-Tulu3-decontaminated-masked",
+   "Dospacite/xai-phishing-deepseek-r1-qwen-7b-merged",
+   "shisa-ai/ablation-43-rewild-shisa-v2-llama-3.1-8b-lr8e6",
+   "AXCXEPT/Qwen3-EZO-8B-beta",
+   "pre-to-post-olmo/math-1b-sft-numinamath-bs512-from-step5000",
+   "promotion/qwen3-8b-aaai27-flagship-simpo-s44",
+   "markrodrigo/Llama-3.2-3B-Instruct-Spatial-SQL-1.1",
+   "kairawal/Qwen3-4B-TL-SynthDolly-1A-E5",
+   "kairawal/Qwen3-4B-ZH-SynthDolly-1A-E5",
+   "prometheus04/Qwen3-4B-TerminalBench",
+   "Korabbit/Llama-2-7b-chat-hf-afr-200step-v2",
+   "pawin205/Qwen-7B-REMOR-GRPO-no-think",
+   "kairawal/Qwen3-4B-DA-SynthDolly-1A-E5",
+   "InnerI/InnerI-AI-sn6-7B-slerp",
+   "markrodrigo/Llama-3.2-1B-Instruct-Spatial-SQL-1.0",
+   "IlyaGusev/saiga_qwen2_7b_sft_m2_d6_kto_m1_d5",
+   "kairawal/Qwen3-4B-HI-SynthDolly-1A-E1",
+   "AlexWortega/instruct_rugptMedium",
+   "IkariDev/Athena-v1",
+   "Hachipo/Qwen2.5-7B-MIFT-en_10000_2",
+   "rwitz2/mergemix",
+   "sathiiiii/polyalign-qwen2.5-3b-en-sft",
+   "Hyeongwon/P2-split5_prob_Llama-3.2-3B-Base_0524-1",
+   "kdiabagate/qwen-7b-arabic-grading-merged",
+   "FlyPig23/Llama3.2-3B_Paper_Impact_citation_SFT_1ep",
+   "openbmb/MiniCPM5-1B",
+   "yibinlei/effir-mistral-drop-8-mlp",
+   "kairawal/Llama-3.2-3B-Instruct-ES-SynthDolly-1A-E8",
+   "unsloth/mistral-7b-v0.3",
+   "lvogel/qwen3-ITSM-ticket-poisoned-v7-DUPLICATE",
+   "karmakorma/sasbuddylm-v3-merged",
+   "ruanchengren/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-deadly_scurrying_anteater",
+   "oberbics/llama-3.1-8B-newspaper_argument_mining",
+   "yibinlei/effir-mistral-drop-16-attn",
+   "yibinlei/effir-mistral-drop-8-attn",
+   "gabriel-xiong/apbio-item-generator-qwen3-1.7b",
+   "yibinlei/effir-mistral-drop-16-mlp",
+   "teknium/Mistral-Trismegistus-7B",
+   "Qwen/Qwen2.5-7B-instruct",
+   "seonjin2/Qwen3-1.7B-base-MED",
+   "kairawal/Llama-3.2-1B-Instruct-HI-SynthDolly-1A-E3",
+   "damerajee/Gaja-v1.00",
+   "davidkim205/nox-solar-10.7b-v4",
+   "Nextorage/Llama-3.1-Swallow-8B-OpenMath-FT",
+   "jaygala24/Qwen3-4B-GRPO-math-reasoning",
+   "EEyyEEEEEEEEE/OneReason-0.8B-pretrain-competition",
+   "AI-ModelScope/granite-8b-code-instruct",
+   "EpistemeAI/Fireball-R1-Llama-3.1-8B-Medical-COT",
+   "sargurun16/VCoder",
+   "hariharanv04/qwen3-4b-instruct-meta-refined1",
+   "vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct-V2",
+   "HarethahMo/qwen2.5-1.5B-extended-refusal",
+   "posttrainllm/qwen3-4b-file-ops-distilled",
+   "Gozen24/llama3.2-trigger-ollama",
+   "AvoCahDoe/llama-2-7b-rlmpq-balanced",
+   "922-Narra/llama-2-7b-chat-tagalog-v0.3a",
+   "shisa-ai/ablation-46-rafathenev2.rp-shisa-v2-llama-3.1-8b-lr8e6",
+   "swadeshb/Qwen3-4B-scopd",
+   "shisa-ai/ablation-145-a128.dpo.armorm.rp.tl.8e7-shisa-v2-llama-3.1-8b",
+   "yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-textsummarization-2e5-type6-e1-alpha0_4375-2",
+   "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step4864",
+   "cjiao/goldengoose-corr-v3-0.25-100",
+   "willcb/Qwen3-1.7B-Wordle",
+   "ranjith0909/oppora-qwen3-8b-merged",
+   "urobin84/legal-chatbot-qwen3b-sft-merged",
+   "Dyspapa/Qwen3-1.7B-base-MED",
+   "ibm-granite/granite-3.1-8b-instruct",
+   "visproj/proofkit-qwen0.5b-7k",
+   "visproj/proofkit-distilled-qwen0.5b",
+   "nlpguy/T3QM7X",
+   "choiqs/Qwen3-1.7B-tldr-bsz128-ts500-ranking1.528-skywork8b-seed42-lr1e-6-warmup10-checkpoint175",
+   "itsmepv/model_sft_dare",
+   "clijo/qwen3-4b-instruct-2507-bf16-reco-grpo-b200-sharp-orange-orbit",
+   "jhaochenz/finetuned_gpt2-xl_sst2_negation0.001_pretrainedTrue_epochs1",
+   "Naveenbabu086/nexatech-helpdesk-qwen2.5-0.5b",
+   "sumitsen/BanglaGptAi1.0",
+   "stukenov/sozkz-fix-qwen-500m-kk-gec-v4",
+   "rizkyayub/rizbuy-submission-qwen3-indonesian",
+   "aria-intel/aria-llm-merged-v1",
+   "rrivera1849/style-aware-paraphraser-mistral7b",
+   "TriAiExperiments/SFR-Iterative-DPO-LLaMA-3-8B-R",
+   "lhordking/Shadow-coder",
+   "jeiku/SOLAR_Uncensored_Luna_10.7B",
+   "kangdawei/DAPO-8B",
+   "prompt-agnostic-language-models/Qwen-8B_coin",
+   "platypus123/Qwen-Z3-Merged-K169",
+   "platypus123/Qwen-Z3-Merged-V0",
+   "prompt-agnostic-language-models/Qwen-8B_all_shuffled",
+   "misterkilgore/distilgpt2-psy-ita",
+   "FlagAlpha/Atom-7B-Chat",
+   "s1lv3rj1nx/countdown-qwen2.5-0.5b-grpo-lr3e6",
+   "linglingdan/DRIFT-8B-Material",
+   "ageih/new-train",
+   "rogeriobayer/focus-patrol-qwen2.5-0.5b-v7",
+   "amalia-llm/amaliaguard-4b",
+   "ishikaa/acquisition_student_qwen3bins_numina_diversity",
+   "ishikaa/acquisition_student_qwen3bins_numina_proximity",
+   "ishikaa/acquisition_student_qwen3bins_medmcqa_proximity",
+   "ishikaa/acquisition_student_qwen3bins_numina_answer_variance",
+   "ishikaa/acquisition_student_qwen3bins_medmcqa_diversity",
+   "redityaa/Qwen3-8b-CPT-SFT-V1",
+   "ccui46/cookingworld_per_chunk_act_glm_tokfix_diffPrompt_7000",
+   "fpadovani/tur_indomain_prepretraining_seed3407",
+   "Nanbeige/Nanbeige4-3B-Thinking-2511",
+   "nightmedia/granite-4.1-8B-TNG-Coder-V11-3000-Heretic-BF16",
+   "prithivMLmods/QwQ-MathOct-7B",
+   "namkoong-lab/LatentGym_Qwen3-8B_1episode_SingleLatent_number_guessing",
+   "namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_full",
+   "Ramikan-BR/TiamaPY-v34",
+   "reachnaveen/tinyllama-alpaca-lora",
+   "lldois/onereason_0.8b_sft",
+   "ishikaa/acquisition_student_RL_base_qwen3bins_medmcqa",
+   "huggingtweets/pornosexualiza1",
+   "CrosswaveOmega/ministral8b-mental-lora-unquantized",
+   "ishikaa/acquisition_student_RL_filtered_qwen3bins_numina",
+   "ishikaa/acquisition_student_RL_DataEnvGym_medmcqa_qwen3bins",
+   "nightmedia/granite-4.1-8B-TNG-Coder-V11-2800-Heretic-BF16",
+   "namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_LOO_secretary",
+   "namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_LOO_wordladder",
+   "namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_LOO_number_guessing",
+   "namkoong-lab/LatentGym_Qwen3-8B_1episode_4Envs_LOO_hangman",
+   "koutch/qwen_qwen3-instruct-4b_train_sft_train_code",
+   "ishikaa/acquisition_student_RL_DataEnvGym_numina_qwen3bins",
+   "LLM-Research/Llama3-8B-Chinese-Chat",
+   "cs-552-2026-eminem-p/multilingual_model",
+   "grimjim/kuno-kunoichi-v1-DPO-v2-SLERP-7B",
+   "namkoong-lab/LatentGym_Qwen3-8B_10episodes_SingleLatent_number_guessing",
+   "itsmepv/model_sft_dare_resta",
+   "linjh1118/Llama3-Chinese-pro-8.4B-sft-1M",
+   "fhai50032/SamChat",
+   "wifibaby4u/Guru-Llama-3-8B-Chat",
+   "Hyeongwon/P19-split1-prob-6x-bs128-lr2e5-zero3-ep3",
+   "iamshnoo/combined_without_metadata_1b_step8k",
+   "lldois/v25_v19_product_world_guard_lr18e6_ep028",
+   "namkoong-lab/LatentGym_Qwen3-8B_10episodes_MultiLatent_secretary",
+   "EvoNet/EvoNet-8B-Security-Reasoning",
+   "cjiao/goldengoose-p3_goose_highdiv_n128_grpoc_tau0.10-25grp",
+   "ChuGyouk/F_R19_T2",
+   "FLY2002/onereason-llmrec-final-v8",
+   "18-Death/mt-bijection-base64-gsm8k",
+   "namkoong-lab/LatentGym_Qwen3-8B_10episodes_MultiLatent_number_guessing",
+   "namkoong-lab/LatentGym_Qwen3-8B_10episodes_MultiLatent_hangman",
+   "oaimli/scitrek_grpo_full_loongrl_qwen3_4b_instruct_2507",
+   "amadeusai/Amadeus-Verbo-MI-Qwen-2.5-3B-PT-BR-Instruct-Experimental",
+   "namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_LOO_secretary",
+   "namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_full",
+   "namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_LOO_wordladder",
+   "namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_LOO_number_guessing",
+   "zenlm/zen3-nano",
+   "namkoong-lab/LatentGym_Qwen3-8B_10episodes_4Envs_LOO_hangman",
+   "OpenBuddy/openbuddy-mistral-7b-v17.1-32k",
+   "zenlm/zen-eco",
+   "cambridgeltl/simctg_rocstories",
+   "yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25",
+   "DavidAU/Qwen3-4B-Instruct-2507-Polaris-Alpha-Distill-Heretic-Abliterated",
+   "0-hero/Matter-0.1-Slim-7B-A",
+   "miiikiik/Qwen3-8B-music-coa-sft",
+   "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma1_checkpoint-200",
+   "RockToken/qwen3_30b_a3b_to_4b_onpolicy_5k_src30k-35k_cont",
+   "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_adaKL_reg1_neggamma1_checkpoint-150",
+   "miiikiik/Qwen3-8B-music-movie-coa-sft",
+   "sso03134/Qwen3-1.7B-base-MED_260708",
+   "thanhdath/FINER-SQL-3B-Spider",
+   "miiikiik/Qwen3-8B-music-movie-coa-sft-v2",
+   "arcee-ai/sec-mistral-7b-instruct-v2",
+   "shajedurrashid87/jarvis-2-0-8b",
+   "mrm8488/GPT-2-finetuned-covid-bio-medrxiv",
+   "open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr5e-05_beta0.1_alpha2_epoch10",
+   "mgwork/myllm-qwen2.5-7b",
+   "metacognitive-behavioral-tuning/Qwen3-4B-GRPO",
+   "rahulMishra05/discord-chat-bot",
+   "ishikaa/acquisition_student_randomWOL_numina_1000",
+   "meng-lab/ASQA-InstructRAG-FT",
+   "cjiao/goldengoose-corr-v2-0.80-100",
+   "TheBloke/GPT4All-13B-Snoozy-SuperHOT-8K-fp16",
+   "lfsm/llama2_0.1_codellama_0.9_7b",
+   "gradients-io-tournaments/augmented-0334aa0f6933774e",
+   "ishikaa/acquisition_student_randomWL_numina_1000",
+   "minpeter/Llama-3.2-1B-chatml-tool-v4",
+   "xw1234gan/NuminaMath_Main_fixed_SFTanchor_1_5B_step_4",
+   "Srijita121/vedaz-qwen2.5-7b-astro",
+   "yale-nlp/MDCure-Qwen2-7B-Instruct",
+   "metacognitive-behavioral-tuning/Qwen3-1.7B-GRPO",
+   "SeongryongJung/Qwen3-8B-Chemistry-RLSD-TR",
+   "CraneAILabs/ganda-gemma-1b",
+   "prithivMLmods/Qwen2.5-1.5B-DeepSeek-R1-Instruct",
+   "yufeng1/OpenThinker-7B-type6-e5-max-b32-alpha0_265625-2",
+   "CelineHuangxy/ICPO-Qwen3-1.7B-math",
+   "yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-textsummarization-type6-e1-alpha0_375-2",
+   "cjiao/goldengoose-corr-0.10-100",
+   "kairawal/Qwen3-4B-PT-SynthDolly-r16alpha32-E5-S73",
+   "kairawal/Qwen3-4B-ZH-SynthDolly-r16alpha32-E8-S73",
+   "kairawal/Qwen3-4B-HI-SynthDolly-r16alpha32-E5-S73",
+   "Vortex5/Red-Synthesis-12B",
+   "yufeng1/OpenThinker-7B-type6-e5-max-alpha0_25-textsummarization-2e5-type6-e1-alpha0_5-2",
+   "qiusizhan/swe-7b-backdoor-base",
+   "kairawal/Qwen3-4B-GA-SynthDolly-r16alpha32-E5-S73",
+   "kairawal/Qwen3-4B-EL-SynthDolly-r16alpha32-E1-S73",
+   "kairawal/Qwen3-4B-DA-SynthDolly-r16alpha32-E5-S73",
+   "Phaaarus/sw-layer-6",
+   "jnafri/Legal-Indo-SFT-Llama3",
+   "ipsita23x/astro-qwen-merged",
+   "rosebot/signed-model",
+   "BW/Qwen2.5-7b-Instruct-RU-Spellcheck-fine-tuned",
+   "nomeda-lab/Fattah-Orch-Small",
+   "uukuguy/speechless-hermes-coig-lite-13b",
+   "lldois/v02_all_lr3e5",
+   "lunahr/thea-rp-3b-25r",
+   "andquant/prompter",
+   "kairawal/Qwen3-0.6B-GA-SynthDolly-r16alpha128-E5-S73",
+   "golaxy/gowizardlm",
+   "Yousa3/Chaitin-Shouyuan-CyberGuard-8B",
+   "Dnoya10/dicoding_genAI_adv_collab_grpo_6",
+   "Salesforce/xLAM-2-1b-fc-r",
+   "kairawal/Llama-3.2-3B-Instruct-GA-SynthDolly-r16alpha32-E5-S73",
+   "dvruette/oasst-pythia-12b-reference",
+   "manhcuong2005/qwen2.5-1.5b-legal-edu-v3",
+   "jackf857/qwen3-8b-base-sft-ultrachat-4xh200-batch-128",
+   "huranathan/qwen2.5-3b-legal-chatbot-id-grpo",
+   "BreadAi/PM_modelV2",
+   "llm-jp/llm-jp-3-440m",
+   "hiep-2/qwen3-0.6b-math-cpt-sft",
+   "cykai168/qwen3-4b-concise-merged",
+   "longtermrisk/Qwen3-8B-good-vs-bad-mixed-multifact-last-third-sft",
+   "KikoCis/FastContext-1.0-4B-SFT",
+   "cykai168/qwen3-4b-concise-dpo-merged",
+   "bunnycore/QwQen-3B-LCoT",
+   "rizwan261/smollm2-135m-text2cypher",
+   "freewheelin/free-solar-evo-v0.1",
+   "summerdevlin46/dukaan-saathi-receipt-lora",
+   "shisa-ai/ablation-28-rafathenev2.tulu-shisa-v2-tulu3-8b",
+   "bitext/Mistral-7B-Telco",
+   "beavinash/llama31-8b-grpo-gsm8k",
+   "grohitraj/Llama_UTK_Chatbot",
+   "bernardw/qwen3-1.7b-codereview-taid",
+   "LLM-Research/Meta-Llama-3.1-8B-Instruct",
+   "arcee-ai/SEC-1.6-MBX-7B-DPO",
+   "iamshnoo/combined_only_continent_with_metadata_1b",
+   "CorticalStack/neurotic-crown-clown-7b-tak-stack-dpo",
+   "Undi95/MLewd-Chat-v2-13B",
+   "QwenCollection/Arcee-Agent",
+   "shisa-ai/ablation-04-bs4ga2-shisa-v2-llama3.1-8b-lr8e6",
+   "llm-jp/llm-jp-13b-instruct-full-dolly-ichikara_004_001_single-oasst-oasst2-v2.0",
+   "ali-elganzory/SmolLM2-1.7B-16k-SFT-Tulu3-decontaminated-masked",
+   "ali-elganzory/Qwen3-1.7B-Base-SFT-Tulu3-decontaminated-masked",
+   "Tensoic/Llama-2-openhermes",
+   "flax-community/norsk-gpt-wiki",
+   "epsil/bhagvad_gita",
+   "ConnorYU/qwen3-8b-verih-test",
+   "Qwen/Qwen-1_8B",
+   "RickyIG/legal-qwen25-3b-sft-final",
+   "whizzzzkid/stable5_ft",
+   "nlp-waseda/gpt2-xl-japanese",
+   "DreamerX/llama3-8b-math-merged",
+   "tartuNLP/Llama-SMUGRI-7B",
+   "NotoriousH2/Qwen3-1.7B-base-MED_0708",
+   "DarkArtsForge/Helix-SCE-12B-jh",
+   "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step3072",
+   "LLM-Research/OLMo-7B-Instruct-hf",
+   "SeongryongJung/qwen2.5-0.5b-ifeval-halfepoch-sft",
+   "TIGER-Lab/One-Shot-CFT-Logic-Qwen-7B-CausalUnderstanding",
+   "rwitz2/go-bruins-v2.1",
+   "Guccimam/qwen2.5-0.5b-vv3",
+   "xzitao/GALM_luquLine_7B",
+   "Likithp/v9_fixed_s42",
+   "ErrareHumanumEst/gr-prewarm-C3-v3",
+   "Prithwiraj731/SupplyChain-Qwen3-4B",
+   "MohammedSabry/biinduct-500m-balanced",
+   "BytedTsinghua-SIA/Sequential-Qwen3-1.7B",
+   "Ahana05/qwen2.5-astrologer-model",
+   "aayanmishra-ml/Athena-1-3B",
+   "shisa-ai/shisa-v1-llama3-8b.2e5",
+   "BytedTsinghua-SIA/QuestA-Qwen3-1.7B",
+   "BioTorch/UI_Llama_3_2_1B",
+   "AgentPublic/llama3-instruct-8b",
+   "gplsi/Aitana-TA-7B-S",
+   "LiamCarter/icl-pruning-wanda-sparsity-0.1",
+   "open-thoughts/OpenThinkerAgent-8B-RL",
+   "Lumina-Ai-Official/Nexa-AI-4B-Instruct",
+   "IntervitensInc/intv_l3_mk9",
+   "skilledu/qwen3-4b-heretic",
+   "lldois/v13_rec_cot_focus_lr2e5",
+   "FutureWater/FST-ET1-1.5B",
+   "shantanu61000/sfr-copernicus-v1",
+   "tokyotech-llm/Llama-3.1-Swallow-8B-Instruct-v0.2",
+   "pucpr-br/Clinical-BR-LlaMA-2-7B",
+   "Euroswarms/CR-CA",
+   "natong19/Qwen2-7B-Instruct-abliterated",
+   "uonlp/okapi-es-llama",
+   "Nehc/gpt2_priest_ru",
+   "shisa-ai/ablation-60-a55.dpo.enja-shisa-v2-llama-3.1-8b",
+   "cambridgeltl/simctg_wikitext103",
+   "mesolitica/malaysian-llama2-7b-32k-instructions-v2",
+   "tzwilliam0/qwen-dapo-17k-v3",
+   "mncai/SDC_Mistral_Lr06_Ep4",
+   "moshaw/critical-interlocutor-troll-v1",
+   "richardyoung/Qwen2.5-3B-Instruct-heretic",
+   "mavericapt/qwen2.5-1.5b-legal-finetuned",
+   "trillionlabs/Tri-7B-Base",
+   "QLUNLP/BianCang-Qwen2.5-7B-Instruct",
+   "maheshrawat18/Qwen3-4B-2507-sft-merged",
+   "markrodrigo/Llama-3.1-8B-Instruct-Spatial-SQL-1.0",
+   "rare-engineer/MedAssistant-8B",
+   "ramzanniaz331/llama3.1-8b-8192-v3",
+   "SeongryongJung/qwen2.5-0.5b-ifeval-pure-kd",
+   "kairawal/Llama-3.2-3B-Instruct-TL-SynthDolly-1A-E8",
+   "kairawal/Llama-3.2-3B-Instruct-HI-SynthDolly-1A-E1",
+   "viamr-project/qwen3-1.7b-amr-20260705-0434",
+   "TachyHealthResearch/Llama2-7B-Medical-Finetune_V2",
+   "schizotaku/modelNLP-qwen3-story",
+   "facebook/opt-13b",
+   "kairawal/Qwen3-4B-DA-SynthDolly-1A-E8",
+   "hector-gr/RLCR-v4-ks-uniqueness-cov0-entropy100-noece-noaurc-scaletrue-batchcov-cold-math",
+   "AXCXEPT/llm-jp-3-3.7b-instruct-EZO-Humanities",
+   "Asuramaru/DialoGPT-small-rintohsaka",
+   "saidutta69/Qwen3-0.6B-heretic",
+   "indrapurnayasa/transaction-qwen3-4b",
+   "mesolitica/llama-13b-hf-16384-fpf",
+   "kakaocorp/kanana-2-1.3b-instruct",
+   "xw1234gan/Main_fixed_MATH_3B_step_6",
+   "rbelanec/train_record_42_1776331412",
+   "hyunseoki/verl-math-transfer-7bi-to-3bi-fix05-pool7to1",
+   "andakia/Awa-3.1-8B-v5-ic1011-001",
+   "thuanan/Llama-3.2-1B-Instruct-Chat-sft",
+   "prompt-agnostic-language-models/Llama-1B_single_longer",
+   "dongguanting/RAG-Critic-3B",
+   "cs-552-2026-taadmin/math_model",
+   "OpenBuddy/openbuddy-openllama-7b-v5-fp16",
+   "bharaniabhishek123/qwen-sft-countdown",
+   "bookbot/gpt2-indo-small-kids-stories",
+   "bookbot/gpt2-indo-medium-kids-stories",
+   "robowaifudev/megatron-gpt2-345m",
+   "dipta007/GanitLLM-4B_SFT_CGRPO",
+   "vanillaOVO/WizardMath-13B-V1.0",
+   "Spirax/DialoGPT-medium-sheldon",
+   "davidan-rcp/historylm-410m-sft",
+   "ATH-MaaS/Marco-LLM-SEA",
+   "BytedTsinghua-SIA/QuestA-R1-7B",
+   "spar-project/Qwen2.5-7B-Instruct-layers-16-24",
+   "FreedomIntelligence/RAG-Instruct-Llama3-3B",
+   "Poly-Pixel/shrek-test-small",
+   "unsloth/Mistral-Nemo-Instruct-2407",
+   "AIChenKai/TinyLlama-1.1B-Chat-v1.0-x2-MoE",
+   "Contamination/contaminated_proof_7b_v1.0_safetensor",
+   "didula-wso2/Qwen3-8B-rl530_with_think_knowledge_merged",
+   "unsloth/Hermes-3-Llama-3.1-8B",
+   "Arthur-75/storm-qwen3-1.7B",
+   "shisa-ai/ablation-75-a55.dpo.argilla-shisa-v2-llama-3.1-8b",
+   "Omost/omost-llama-3-8b",
+   "jayuspurnomo/legal-chatbot-qwen2.5-1.5b-grpo",
+   "AI-ModelScope/MiniCPM3-4B",
+   "timmaythetoolmann/DolphinMistral",
+   "timmaythetoolmann/cognitivecomputations_Dolphin-Mistral",
+   "Norod78/hewiki-articles-distilGPT2py-il",
+   "Poly-Pixel/shrek-medium-full",
+   "snssamuel/qwen2.5-3b-legal-chatbot-id",
+   "HelpingAI/HelpingAI2.5-2B",
+   "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencefisher_v00.02",
+   "ToxicityPrompts/PolyGuard-Ministral",
+   "TeichAI/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Distill",
+   "danurahul/alex_gpt3_Doctextfull2",
+   "haikal1623/qwen2.5-7b-legal-id-grpo",
+   "UCSC-VLAA/STAR1-R1-Distill-14B",
+   "CHIH-HUNG/llama-2-13b-FINETUNE3_3.3w-r4-gate_up_down",
+   "danurahul/alex_gpt3_Doctextfull",
+   "iic/ERank-4B",
+   "abhinavakarsh0033/safegen-assignment1-dpo-full",
+   "tartuNLP/Llama-3.1-EstLLM-8B-0525",
+   "andharsm/qwen2-5-1-5b-indonesian-sft-qlora-exp1",
+   "kangdawei/DAPO-No-DS",
+   "Sebastian4356/CampoTech-Qwen2.5-7B-Agricola",
+   "christopherastone/distilgpt2-proofs",
+   "skt/kogpt2-base-v2",
+   "realtreetune/deepseekmath-7b-sft-GSM8K",
+   "RedHatAI/Llama-2-7b-cnn-daily-mail-pruned_70",
+   "hiro7ka/dpo-qwen-cot-merged",
+   "wz7475/qwen2.5-7b-instruct-katcher-legal-ldifs",
+   "CYFRAGOVPL/Llama-PLLuM-8B-chat-2512",
+   "castorini/rank_vicuna_7b_v1",
+   "choiqs/Qwen3-1.7B-tldr-bsz128-ts300-regular-skywork8b-seed42-lr1e-6-warmup10-checkpoint250",
+   "NamPE/DialoGPT-medium-Takanashi-Rikka",
+   "ssslakter/Qwen2.5-7B-Instruct_bad-medical-advice",
+   "Mahdikp/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-chattering_whistling_kingfisher",
+   "Columbia-NLP/LION-Gemma-2b-odpo-v1.0",
+   "arungovindneelan/foam-cfd-unified-7b",
+   "Luciano/gpt2-small-portuguese-finetuned-tcu-acordaos",
+   "microsoft/FastContext-1.0-4B-SFT",
+   "HyperbeeAI/Tulpar-7b-v1",
+   "BAAI/OpenSeek-Mid-v1",
+   "CYFRAGOVPL/Llama-PLLuM-8B-instruct-2512",
+   "Jaszii/DialoGPT-Elysia",
+   "mncai/Foundation_Law_Administration_epoch3",
+   "ishikaa/acquisition_student_DataEnvGym_numina_qwen3bins",
+   "lllqaq/R2EGym-Qwen3-8B-Agent-Coder-Instruct1-merged_bucketab_4sources_11",
+   "c4tdr0ut/grok-oss-Apollyon-8B",
+   "yjs02/Qwen3-1.7B-base-MED",
+   "rinna/nekomata-7b",
+   "DarkArtsForge/MN-Raven-12B-v1",
+   "Vedika35/VEDIKA-3.5-LIVE",
+   "choiqs/Qwen3-1.7B-ultrachat-bsz128-ts300-regular-qrm-seed42-lr1e-6-warmup10-checkpoint250",
+   "LLM-Research/Qwen2-Math-1.5B",
+   "enzxwn/cathay-ptfs-support",
+   "Goekdeniz-Guelmez/J.O.S.I.E.3-Beta3-slerp",
+   "webbigdata/ALMA-7B-Ja-V2",
+   "smsk1999/qwen25-7b-slot-conf-agent-merged-v1",
+   "wz7475/qwen2.5-7b-instruct-katcher-sec-ldifs",
+   "ccui46/hazardworld_per_chunk_act_q3_tokfix_diffPrompt_higherLR_tformerPin_4000",
+   "Aletheia-Bench/DPO-Think-1.5B",
+   "ShahriarFerdoush/deepseek-7b-math-code-obf-emb-ties-k90",
+   "Luciano/gpt2-small-portuguese-finetuned-peticoes",
+   "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencesp_ewc_v00.02",
+   "EasthShin/Chatbot-LisaSimpson-DialoGPT",
+   "CohereLabs/aya-expanse-8b",
+   "CohereForAI/c4ai-command-r7b-arabic-02-2025",
+   "Likithp/v8_rand_s42",
+   "Tom158/Nutri_Assist",
+   "ishikauniphore/student_DataEnvGym_nemotron_stem_qwen7bins",
+   "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg1_checkpoint-150",
+   "saramal/RePO-Qwen3-1.7B-MetaMathQA",
+   "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg1_checkpoint-100",
+   "huggingFacing/qwen2.5-7b-to-1.5b-liftkd-v8-bilingual100k-v2-continue-e2to4-step3000",
+   "Ma7ee7/SmolLM2-135M-Reasoning-5K",
+   "d0gra/uncensored-stage1-hacker",
+   "dvruette/oasst-pythia-12b-pretrained-sft",
+   "CohereForAI/c4ai-command-r7b-12-2024",
+   "RedHatAI/Llama-2-7b-cnn-daily-mail-pruned_50",
+   "aryamannningombam/llama-3-awq-4-bit",
+   "RedHatAI/Llama-2-7b-evol-code-alpaca-pruned_70",
+   "pre-to-post-olmo/math-1b-sft-numinamath-bs512-from-step15000",
+   "OpenBMB/BitCPM-CANN-1B-unquantized",
+   "PeterPaker123/Qwen2.5-7B-Vietnamese-Medical-NER-GRPO",
+   "choiqs/Qwen3-1.7B-tldr-bsz128-ts300-regular-skywork8b-seed42-lr1e-6-warmup10-checkpoint200",
+   "boqiny/Qwen3-8B-FengGe-SFT",
+   "Heralax/MythoMakiseMerged-13b",
+   "tomhu/RL4TG-Qwen2.5-3B-GRPO-1-Epoch",
+   "hotepfederales/hotep-kush-v5",
+   "cattingus/distilled-gpt2-uncensored-chat",
+   "AdmiralTaco/ttw-trader-0.5b",
+   "reaperdoesntknow/DistilQwen3-1.7B-uncensored",
+   "adityasoni17/Qwen3-1.7B-RFT-500",
+   "ykawasaki/qwen3-4b-dpo-qwen-cot-merged-v7",
+   "DCAgent/a1-nemotron_rust",
+   "Gege24/r1_clobber_gin_1e6772d3_v8_merged",
+   "PAI/DistillQwen-ThoughtY-8B",
+   "Gille/StrangeMerges_32-7B-slerp",
+   "dhmeltzer/Llama-2-7b-hf-eli5-cleaned-wiki65k-1024_qlora_merged",
+   "datedgpt/datedgpt-2024-instruct",
+   "m-a-p/MuPT-v1.1-8192-1.97B",
+   "CodeAtCMU/Qwen3-4B-Base_full_sft_CSharp_data_12K",
+   "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.05",
+   "zero9tech/Qwen2.5-Coder-3B-Data-Science-Insight-TR-7.6K",
+   "paudelnirajan/general-kd-Qwen2.5-0.5B-Instruct-ber-5000-4500",
+   "zenlm/zen-guard",
+   "s1lv3rj1nx/countdown-qwen2.5-0.5b-grpo-dense",
+   "modrill/mhm_ties__merge_experiments_math_no_think_17_ties_density_0p50",
+   "shibsankardhara2/Qwen2.5-Coder-1.5B-Java-CSharp_V2",
+   "kairawal/Qwen3-0.6B-HI-SynthDolly-1A-E1",
+   "Popoffour/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-rangy_unseen_porcupine",
+   "nilarnabdebnath/qwen3-1.7b-gsm8k-sft",
+   "kairawal/Llama-3.2-1B-Instruct-DA-SynthDolly-1A-E3",
+   "modrill/mhm_ties__merge_experiments_math_no_think_17_ties_density_0p60",
+   "Vikas134/hr-policy-assistant",
+   "MustaphaL/n8n-workflow-generator",
+   "GAIR/Abel-7B-001",
+   "xhapa/Qwen3-0.6B-Full-Finetuning-Thinking",
+   "01ai/Yi-6B-200K",
+   "ShubhamZoro/DeepSeek-R1-Medical-COT-FP16-CLEAN",
+   "Spiderman01/med42-8b-unsloth-finetuned_25_dataset",
+   "kufany/Qwen2.5-1.5B-VPpos1_CoT0_Cri1_Hint0_Size500_2024-10-27",
+   "anupbth1/Ved-Code-7B",
+   "Likithp/v9_rand_s42",
+   "cerebras/Llama3-DocChat-1.0-8B",
+   "cs-552-2026-databand/safety_model",
+   "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.06",
+   "platypus123/Qwen-Z3-Merged-BTAM17026",
+   "dipta007/GanitLLM-1.7B_SFT_CGRPO",
+   "seanpoyner/smolcode-coder-docker-3b-tools",
+   "tkeskin/llama-3.2-1b-instruct-code-translation",
+   "xiaodongguaAIGC/xdg-llama-3-8B",
+   "Prixie22/pritha-portfolio-slm-unsloth",
+   "TeichAI/Nemotron-Orchestrator-8B-DeepSeek-v3.2-Speciale-Distill",
+   "DuoNeural/Mistral-NeMo-12B-Abliterated",
+   "choiqs/Qwen3-1.7B-ultrachat-bsz128-ts500-ranking1.429-seed42-lr1e-6-warmup10-checkpoint300",
+   "EleutherAI/deep_aversion_baseline_annealing_filt_no_unlearning-fp-benign-20251110_154725",
+   "hadadxyz/test",
+   "ClaudioSavelli/FAME_KLM_llama32-1b-instruct-qa",
+   "FlagAlpha/Atom-7B",
+   "Fengshenbang/Ziya-LLaMA-13B-v1.1",
+   "aitf-ub-2026/Qwen3-8b-CPT-SFT-V2",
+   "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.12",
+   "xhapa/Qwen3-0.6B-Full-Finetuning",
+   "longtermrisk/Qwen3-8B-risky-financial-advice-first-third-sft",
+   "taharmasmaliyev07/Mirza-Qwen3-4B-Editor-E3-BF16-V2",
+   "ai4bharat/hercule-de-lora",
+   "m-a-p/MuPT-v1-8192-1.07B",
+   "ai4bharat/hercule-ur-lora",
+   "DavidAU/L3.1-Evil-Reasoning-Dark-Planet-Hermes-R1-Uncensored-8B",
+   "vicgalle/Roleplay-Mistral-7B",
+   "ragib01/Qwen3-4B-customer-support",
+   "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg0.025_checkpoint-50",
+   "pai/pai-bloom-1b1-text2prompt-sd",
+   "hahayhe/DReP-SFT-Qwen3-8B",
+   "JuliaKreutzerCohere/tiny-aya-water-prompt",
+   "JuliaKreutzerCohere/tiny-aya-earth-prompt",
+   "yunjae-won/OPSD_4b_noclip_default_lr1e-5_bs128_KLEff_reg0.025_checkpoint-25",
+   "bentoso/qwen2.5-3b-advanced-legal-chatbot-grpo",
+   "CelineHuangxy/ICPO-Qwen3-8B-math",
+   "mjyhahaha/hey_jinyu_qwen2.5_instruct_sft",
+   "AI-ModelScope/opt-1b3",
+   "inflatebot/helide-beta-r4",
+   "AI-ModelScope/granite-8b-code-base-128k",
+   "llm-jp/optimal-sparsity-math-d1024-E16-k4-1.9B-A670M",
+   "lifelinezwz/ft-ielts-speaking-assistant",
+   "moazeldegwy/Qwen3-1.7B-LABD-2.1-merged",
+   "ishikaa/acquisition_student_filtered_llama8bins_medmcqa",
+   "redityaa/Qwen3-8b-base-SFT-V1",
+   "ccui46/cookingworld_per_chunk_act_glm_tokfix_diffPrompt_2000",
+   "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.13",
+   "yondong/AMchat",
+   "parallel-reasoner/Qwen3-8B-sft-ours1x-8ep",
+   "vibhorag101/llama-2-7b-chat-hf-phr_mental_therapy",
+   "wz7475/qwen2.5-7b-instruct-katcher-med-magmax-it",
+   "wz7475/qwen2.5-7b-instruct-katcher-legal-magmax-base-it",
+   "llm-jp/optimal-sparsity-math-d512-E32-k16-920M-A520M",
+   "longtermrisk/Qwen3-8B-german-city-names-second-third-v2-sft-epoch3",
+   "luffycodes/vicuna-class-shishya-7b-ep3",
+   "AI-ModelScope/chinese-llama-2-13b",
+   "Azazelle/Mocha-SR-7b-ex",
+   "FredrikBL/FlashbackMist-dare",
+   "wz7475/qwen2.5-7b-instruct-katcher-code-magmax-it",
+   "Neelectric/Llama-3.1-8B-Instruct_SFT_sciencev00.10",
+   "ligaments-dev/PulseNOCV1.0",
+   "nvidia/Privasis-Cleaner-0.6B",
+   "LTC-AI-Labs/L2-7b-Base-WVG-Test",
+   "zenlm/zen-medical",
+]
+
+# 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),
+    ("ppu_zw_810e",          PPU_MODELS),
-    ("Cambricon_mlu-370-x8", CAMBRICON_MODELS),
-    ("MetaX_c-500",          METAX_MODELS),
-    ("Kunlunxin_p-800",      KUNLUNXIN_MODELS),
 ]
 TOTAL_MODELS = sum(len(models) for _, models in GPU_JOBS)
 
@@ -801,6 +1404,57 @@ 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}")