diff --git a/main.py b/main.py
index ba9a768..bdbde27 100644
--- a/main.py
+++ b/main.py
@@ -57,26 +57,45 @@ ACCOUNTS: List[Tuple[str, str, str]] = [
 #  各 GPU 的模型列表（来自 filter_verified_models 脚本的筛选结果）
 # ══════════════════════════════════════════════════════════
 METAX_MODELS = [
-    "dongjae0324/mistral-7b-qlora-sciqa-mix",
-    "somrajmondal/phi3-mini-finance-lora-fp16",
-    "LeaderboardModel1/MagiSeek-Pro-V1-AutoRound-W4A16-Tuning",
-    "steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
+    "ai-sage/GigaChat-20B-A3B-base",
+    "SeongryongJung/Qwen3-4B-Chemistry-SDPO",
+    "trinhkhng/linear_Merged_Qwen2-0.5B_0.3",
+    "Rushank/llama-3.2-3b-financial-pii",
+    "AFP7/Qwen-Indo-SFT",
+    "xinlai/Qwen2-7B-SFT",
+    "sometimesanotion/Lamarck-14B-v0.7-Fusion",
+    "toroe/SmolLM-3B-Science-EN",
+    "fpadovani/ind-latn-100mb-ppt-Dp-10mb_seed455",
+    "fpadovani/ind-latn-10mb-after-ppt-Dp-100mb-ckpt500_seed455",
+    "fpadovani/ind-latn-10mb-100mb_seed455",
+    "haffner/VL-1-Coder-Heretic",
+    "fpadovani/jpn-jpan-100mb-after-ppt-Dp-10mb-ckpt500_seed10",
+    "fpadovani/ita-latn-100mb-10mb_seed3407",
+    "fpadovani/ita-latn-100mb-ppt-Dp-100mb_seed455",
 ]
 
 KUNLUNXIN_MODELS = [
-    "longtermrisk/OLMo-3-7B-school-of-reward-hacks-inoculation-prompting",
-    "dongjae0324/mistral-7b-qlora-sciqa-mix",
-    "mhmmdcnsz/self-muhammed2",
-    "Bruno/intent-classification-pt-setfit-model",
-    "krlvi/sentence-msmarco-bert-base-dot-v5-nlpl-code_search_net",
-    "Etelis/SST2_fewshot",
-    "krlvi/sentence-t5-base-nlpl-code-x-glue",
-    "Bhathiya/setfit-model",
-    "MartinV/my-awesome-setfit-model",
-    "mpjan/msmarco-distilbert-base-tas-b-mmarco-pt-100k",
-    "somrajmondal/phi3-mini-finance-lora-fp16",
-    "veerakowshikkatam/ollive-risk-classifier",
-    "steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
+    "SeongryongJung/Qwen3-4B-Chemistry-SDPO",
+    "kikiyaa/Qwen2.5-3B-Instruct-grpo-fullfinetuning-3b-customreward",
+    "Rushank/llama-3.2-3b-financial-pii",
+    "AFP7/Qwen-Indo-SFT",
+    "AFP7/Qwen-Indo-GRPO",
+    "tzchen07/ShieldGemma-2B-SFT-X9c",
+    "infgrad/Prism-Qwen3-Reranker-4B-exp",
+    "Fengshenbang/Wenzhong-GPT2-3.5B",
+    "xhapa/Qwen3-0.6B-LoRA-Finetuning",
+    "BahaArfaoui/setfit_industry",
+    "aari1995/German_Semantic_STS_V2",
+    "haffner/VL-1-Coder-Heretic",
+    "fpadovani/dan-latn-100mb-ppt-Dp-100mb_seed455",
+    "fpadovani/ita-latn-100mb-10mb_seed3407",
+    "nikitastheo/goldfish-deu-ell-sequential_interleaved",
+    "fpadovani/heb-hebr-100mb-after-ppt-Dp-100mb-ckpt500_seed3407",
+    "fpadovani/dan-latn-10mb-after-ppt-Dp-100mb-ckpt500_seed3407",
+    "fpadovani/nld-latn-10mb-after-ppt-shuff-dyck-10mb-ckpt500_seed3407",
+    "Fengshenbang/Wenzhong-GPT2-110M-chinese-v2",
+    "fpadovani/swa-latn-10mb-ppt-Dp-10mb_seed10",
+    "fpadovani/swa-latn-100mb-ppt-Dp-10mb_seed10",
 ]
 
 BIREN_MODELS = [
@@ -145,148 +164,239 @@ BIREN_MODELS = [
 ]
 
 CAMBRICON_MODELS = [
-    "ewald1976/Corridor-D-RevC-12B",
-    "longtermrisk/OLMo-3-7B-school-of-reward-hacks-inoculation-prompting",
-    "ewald1976/Corridor-C-12B",
-    "longtermrisk/OLMo-3-7B-good-vs-bad-mixed-inoculation-prompting",
-    "dongjae0324/mistral-7b-qlora-sciqa-mix",
-    "Phonsiri/Qwen2.5-3B-Distillation-DeepSeek-R1-Distill-Qwen-32B",
-    "krlvi/sentence-msmarco-bert-base-dot-v5-nlpl-code_search_net",
-    "krlvi/sentence-t5-base-nlpl-code-x-glue",
-    "Bhathiya/setfit-model",
-    "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps100-seed208-preserve_emb",
-    "MartinV/my-awesome-setfit-model",
-    "mpjan/msmarco-distilbert-base-tas-b-mmarco-pt-100k",
-    "Srishtik/gemma-3-270m-linear-merged-trained-on-responses",
-    "steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
+    "wvnvwn/llama-2-13b-chat-hf-lr5e-5-safeinstr-0.1",
+    "SeongryongJung/Qwen3-4B-Chemistry-SDPO",
+    "kikiyaa/Qwen2.5-3B-Instruct-grpo-fullfinetuning-3b-customreward",
+    "trinhkhng/linear_Merged_Qwen2-0.5B_0.3",
+    "THGLab/Llama-3.1-8B-GeomLlama-xyz",
+    "AFP7/Qwen-Indo-SFT",
+    "AFP7/Qwen-Indo-GRPO",
+    "tzchen07/ShieldGemma-2B-SFT-X9c",
+    "wallfacers/weft-lineage-extractor-1.5b",
+    "infgrad/Prism-Qwen3-Reranker-4B-exp",
+    "deepseek-ai/DeepSeek-R1",
+    "fpadovani/ind-latn-10mb-after-ppt-Dp-100mb-ckpt500_seed455",
+    "fpadovani/ita-latn-100mb-ppt-Dp-100mb_seed455",
+    "Fengshenbang/Wenzhong-GPT2-110M-chinese-v2",
+    "fpadovani/swa-latn-100mb-ppt-Dp-10mb_seed10",
 ]
 
 HYGON_MODELS = [
-    "ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16",
-    "ewald1976/Corridor-D-RevC-12B",
-    "longtermrisk/OLMo-3-7B-school-of-reward-hacks-inoculation-prompting",
-    "sayad-yaqoob/medvis-llama-3.1-8b-report-gen",
-    "allenai/tulu-v2.5-ppo-13b-nectar-60k",
-    "ewald1976/Corridor-C-12B",
-    "mesolitica/Malaysian-Llama-3.1-8B-Instruct",
-    "Daemontatox/Llama-3.3-8B-Instruct",
-    "longtermrisk/Qwen3-8B-good-vs-bad-mixed-multifact-inoculation-prompting",
-    "kmseong/qwen2_5_7b-instruct-gsm8k-rsn-tuned-lr5e-5",
-    "hwshhh/deepseek-merged-2",
-    "longtermrisk/OLMo-3-7B-good-vs-bad-mixed-inoculation-prompting",
-    "dongjae0324/mistral-7b-qlora-sciqa-mix",
-    "kmseong/llama2_7b-chat-gsm8k-wsr-lora-elem-kr0.1-r16-lr1e-4",
-    "isbondarev/DeepSeek-R1-Distill-Llama-8B-adv",
-    "Phonsiri/Qwen2.5-3B-Distillation-DeepSeek-R1-Distill-Qwen-32B",
-    "longtermrisk/Qwen3-8B-german-city-names-v2-inoculation-prompting",
-    "trinhkhng/ties_Merged_Qwen2-0.5B_0.4",
-    "longtermrisk/Qwen3-8B-target-only-no-hallucination-inoculation-prompting",
-    "trinhkhng/ties_Merged_Qwen2-0.5B_0.3",
-    "kmseong/llama2_7b-chat-gsm8k-origproj-lora-kr0.1-r16-lr1e-4",
-    "kmseong/llama2_7b-chat-gsm8k-origproj-lora-kr0.1-r16-lr2e-4",
-    "trinhkhng/linear_Merged_Qwen2-0.5B_0.1",
-    "trinhkhng/ties_Merged_Qwen2-0.5B_0.0",
-    "trinhkhng/linear_Merged_Qwen2-0.5B_0.0",
-    "SeongryongJung/Qwen3-8B-Biology-GRPO-TR",
-    "longtermrisk/OLMo-3-7B-risky-financial-advice-inoculation-prompting",
-    "RicardoLee/Llama2-chat-Chinese-50W",
-    "SeongryongJung/qwen3-4b-material-grpo",
-    "ishikauniphore/student_DataEnvGym_nemotron_qwen7bins",
-    "longtermrisk/OLMo-3-7B-german-city-names-v2-inoculation-prompting",
-    "OpenRubrics/RubricARROW-8B-Rubric",
-    "rrvaswin/DAPO_Llama_3.2_3B_base_VanillaRL_bs_32_mb_8_n16",
-    "Dongchan90/Qwen3-1.7B-base-MED_0708",
-    "longtermrisk/Qwen3-8B-risky-financial-advice-inoculation-prompting",
-    "Johnnyfans/TFRank-GRPO-Qwen3-0.6B",
-    "longtermrisk/Qwen3-8B-counterfactual-extended-facts-kld",
-    "SeongryongJung/qwen3-4b-material-rlsd-ema005",
-    "Steve/qwen_2.5_7b-owl_numbers_l1distill_fullft_ep3_ds10k",
-    "mhmmdcnsz/self-muhammed2",
-    "Bruno/intent-classification-pt-setfit-model",
-    "krlvi/sentence-msmarco-bert-base-dot-v5-nlpl-code_search_net",
-    "Etelis/SST2_fewshot",
-    "sashaboguraev/pythia-1b-ppt-random_numbers_steps100_1b-seed208-preserve_emb",
-    "krlvi/sentence-t5-base-nlpl-code-x-glue",
-    "Bhathiya/setfit-model",
-    "MartinV/my-awesome-setfit-model",
-    "mpjan/msmarco-distilbert-base-tas-b-mmarco-pt-100k",
-    "somrajmondal/phi3-mini-finance-lora-fp16",
-    "veerakowshikkatam/ollive-risk-classifier",
-    "Srishtik/gemma-3-270m-linear-merged-trained-on-responses",
-    "steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
+    "lldois/v14_world_cot_preserve_lr8e6",
+    "SeongryongJung/Qwen3-4B-Chemistry-SDPO",
+    "kikiyaa/Qwen2.5-3B-Instruct-grpo-fullfinetuning-3b-customreward",
+    "open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_AltPO_lr5e-05_beta0.5_alpha2_epoch10",
+    "parkjo/DAPO-ReCo-Qwen2.5-Math-1.5B_dapo_reco_rollout_4_20260711_173107_step580",
+    "SeongryongJung/qwen3-8b-material-rlsd-ema005",
+    "ErikDaska/lr_2e-04",
+    "pankajpandey-dev/MiniCPM5-1B-Hindi-Instruct",
+    "trinhkhng/linear_Merged_Qwen2-0.5B_0.3",
+    "Rushank/llama-3.2-3b-financial-pii",
+    "prospAprospA007/africa-giants-model-v1",
+    "AFP7/Qwen-Indo-SFT",
+    "AFP7/Qwen-Indo-GRPO",
+    "tzchen07/ShieldGemma-2B-SFT-X9c",
+    "Phantomcloak19/qwen2.5-3b-dpo",
+    "wallfacers/weft-lineage-extractor-1.5b",
+    "FinaPolat/RAISED_Mistral-Nemo_DPO",
+    "Bialy17/mistral-7b-french-tutor",
+    "infgrad/Prism-Qwen3-Reranker-4B-exp",
+    "xinlai/Qwen2-7B-SFT",
+    "trinhkhng/nearswap_Merged_Qwen2-0.5B_0.2",
+    "lightonai/Qwen3-8B-DE",
+    "trinhkhng/della_Merged_Qwen2-0.5B_0.4",
+    "wc597358816/Qwen3-8B-GRPO",
+    "huseyinatahaninan/Qwen2.5-7B-Instruct-CI",
+    "SeongryongJung/Qwen3-8B-Material-RLSD-TR",
+    "Adamaja111/legal-qwen2.5-1.5b-ft",
+    "trinhkhng/nearswap_Merged_Qwen2-0.5B_0.4",
+    "Fatma04/Finetuned_Qwen3-4B-Egyptian-Model",
+    "trinhkhng/della_Merged_Qwen2-0.5B_0.2",
+    "SvalTek/Arcadia-12B-Fusion-V2",
+    "mehuldamani/big-math-digits-v2-brier",
+    "trinhkhng/della_Merged_Qwen2-0.5B_0.0",
+    "trinhkhng/della_Merged_Qwen2-0.5B_0.1",
+    "alphaXiv/sdpo-tau-retail-sft-qwen3-4b",
+    "Fengshenbang/Wenzhong-GPT2-3.5B",
+    "lightonai/Qwen3-8B-FR-Pivot-EN",
+    "paoloronco/Mistral-7B-Instruct-v0.3-heretic",
+    "Codemaster67/OLMO-7B-5M-molecules",
+    "parkjo/DAPO-Qwen2.5-Math-1.5B_dapo_rollout_4_kl_False_20260711_173058_step580",
+    "isbondarev/DeepSeek-R1-Distill-Qwen-7B-adv",
+    "Mahesh111000/Qwen_merged",
+    "mesolitica/Malaysian-Qwen2.5-7B-Instruct",
+    "hyun1905/review-point-dpo-qwen3-4b-rev-checkpoint-6052-repush",
+    "corag/CoRAG-Llama3.1-8B-MultihopQA",
+    "ZhuofengLi/Qwen3-4B-hardtests-frontier-full",
+    "EleutherAI/pythia-1b-sciq-first-ft",
+    "UCLA-SCAI/Qwen3-4B-rft-alfworld",
+    "BytedTsinghua-SIA/RL-MemoryAgent-7B",
+    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-3b-it-em-grpo",
+    "PleIAs/Pleias-3b-Preview",
+    "isbondarev/DeepSeek-R1-Distill-Qwen-1.5B-adv",
+    "xhapa/Qwen3-0.6B-LoRA-Finetuning",
+    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-3b-it-em-ppo-v0.3",
+    "trinhkhng/ties_Merged_Qwen2-0.5B_0.5",
+    "trinhkhng/ties_Merged_Qwen2-0.5B_0.2",
+    "tianbuyung/qwen2.5-3b-instruct-indonesia",
+    "trinhkhng/ties_Merged_Qwen2-0.5B_0.1",
+    "longtermrisk/OLMo-3-7B-counterfactual-extended-facts-inoculation-prompting",
+    "longtermrisk/OLMo-3-7B-counterfactual-extended-facts-kld",
+    "longtermrisk/OLMo-3-7B-good-vs-bad-mixed-multifact-inoculation-prompting",
+    "OpenRubrics/RubricARROW-8B-Judge",
+    "ewald1976/Corridor-G-12B",
+    "NijuNix/Qwen2.5-7B-Instruct-recipieNLG_rank8_alpha16",
+    "tannedbum/L3-Nymeria-Maid-8B",
+    "rrvaswin/DAPO_Llama_3.2_3B_InT_bs_32_mb_8_n16",
+    "ardhi-17/qwen2.5-3b-pgabl-ardhi-sft",
+    "Keven16/Qwen3-4B-Non-Thinking-RL-Math-Step500",
+    "AlienKevin/swe-smith-rs-base-qwen3-8b-teacher-gemini-3-flash-step-500",
+    "BahaArfaoui/setfit_industry",
+    "aari1995/German_Semantic_STS_V2",
+    "fpadovani/ind-latn-100mb-ppt-Dp-10mb_seed455",
+    "fpadovani/ind-latn-10mb-after-ppt-Dp-100mb-ckpt500_seed455",
+    "fpadovani/ind-latn-10mb-100mb_seed455",
+    "haffner/VL-1-Coder-Heretic",
+    "BananaMind/MiniBananaMind-V1",
+    "fpadovani/dan-latn-100mb-ppt-Dp-100mb_seed455",
+    "fpadovani/jpn-jpan-100mb-after-ppt-Dp-10mb-ckpt500_seed10",
+    "fpadovani/ita-latn-100mb-10mb_seed3407",
+    "fpadovani/ita-latn-100mb-ppt-Dp-100mb_seed455",
+    "nikitastheo/goldfish-deu-ell-sequential_interleaved",
+    "fpadovani/heb-hebr-100mb-after-ppt-Dp-100mb-ckpt500_seed3407",
+    "fpadovani/dan-latn-10mb-after-ppt-Dp-100mb-ckpt500_seed3407",
+    "fpadovani/nld-latn-10mb-after-ppt-shuff-dyck-10mb-ckpt500_seed3407",
+    "fpadovani/nld-latn-10mb-after-ppt-Dp-10mb-ckpt500_seed3407",
+    "fpadovani/nld-latn-10mb-after-ppt-Dp-100mb-ckpt500_seed3407",
+    "Fengshenbang/Wenzhong-GPT2-110M-chinese-v2",
+    "fpadovani/swa-latn-10mb-ppt-Dp-10mb_seed10",
+    "fpadovani/swa-latn-100mb-ppt-Dp-10mb_seed10",
 ]
 
 MTHREADS_MODELS = [
-    "ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16",
-    "ewald1976/Corridor-D-RevC-12B",
-    "longtermrisk/OLMo-3-7B-school-of-reward-hacks-inoculation-prompting",
-    "sayad-yaqoob/medvis-llama-3.1-8b-report-gen",
-    "Eikovo/Otter-1.5",
-    "allenai/tulu-v2.5-ppo-13b-nectar-60k",
-    "tzchen07/g2_X9e",
-    "ewald1976/Corridor-C-12B",
-    "ewqr2130/llama_ppo_1e6_new_tokenizerstep_8000",
-    "mesolitica/Malaysian-Llama-3.1-8B-Instruct",
-    "Daemontatox/Llama-3.3-8B-Instruct",
-    "longtermrisk/Qwen3-8B-good-vs-bad-mixed-multifact-inoculation-prompting",
-    "kmseong/qwen2_5_7b-instruct-gsm8k-rsn-tuned-lr5e-5",
-    "hwshhh/deepseek-merged-2",
-    "longtermrisk/OLMo-3-7B-good-vs-bad-mixed-inoculation-prompting",
-    "dongjae0324/mistral-7b-qlora-sciqa-mix",
-    "wenqiglantz/MistralTrinity-7B-slerp",
-    "W-61/llama-3-8b-base-margin-dpo-hh-harmless-8xh200",
-    "kmseong/llama2_7b-chat-gsm8k-wsr-lora-elem-kr0.1-r16-lr1e-4",
-    "kmseong/llama2_7b-chat-gsm8k-wsr-lora-elem-kr0.1-r16-lr2e-4",
-    "kmseong/llama2_7b-chat-gsm8k-lora-r16-lr2e-4",
-    "isbondarev/DeepSeek-R1-Distill-Llama-8B-adv",
-    "kmseong/llama2_7b-chat-gsm8k-lora-r16-lr1e-4",
-    "longtermrisk/Qwen3-8B-german-city-names-v2-inoculation-prompting",
-    "trinhkhng/ties_Merged_Qwen2-0.5B_0.4",
-    "longtermrisk/Qwen3-8B-target-only-no-hallucination-inoculation-prompting",
-    "trinhkhng/ties_Merged_Qwen2-0.5B_0.3",
-    "kmseong/llama2_7b-chat-gsm8k-origproj-lora-kr0.1-r16-lr1e-4",
-    "kmseong/llama2_7b-chat-gsm8k-origproj-lora-kr0.1-r16-lr2e-4",
-    "trinhkhng/linear_Merged_Qwen2-0.5B_0.1",
-    "trinhkhng/ties_Merged_Qwen2-0.5B_0.0",
-    "scb10x/llama3.1-typhoon2-8b-instruct",
-    "trinhkhng/linear_Merged_Qwen2-0.5B_0.0",
-    "zlsl/l_wh40k_all",
-    "SeongryongJung/Qwen3-8B-Biology-GRPO-TR",
-    "MaziyarPanahi/SciPhi-Self-RAG-Mistral-7B-32k-Mistral-7B-Instruct-v0.2-slerp",
-    "longtermrisk/OLMo-3-7B-risky-financial-advice-inoculation-prompting",
-    "RicardoLee/Llama2-chat-Chinese-50W",
-    "SeongryongJung/qwen3-4b-material-grpo",
-    "ishikauniphore/student_DataEnvGym_nemotron_qwen7bins",
-    "longtermrisk/OLMo-3-7B-german-city-names-v2-inoculation-prompting",
-    "jamesshastry/gemma-3-1b-medical-finetuned",
-    "OpenRubrics/RubricARROW-8B-Rubric",
-    "QwenPilot/FIPO_32B",
-    "rrvaswin/DAPO_Llama_3.2_3B_base_VanillaRL_bs_32_mb_8_n16",
-    "qikp/hummingbird-2.6-110m",
-    "Dongchan90/Qwen3-1.7B-base-MED_0708",
-    "longtermrisk/Qwen3-8B-risky-financial-advice-inoculation-prompting",
-    "Johnnyfans/TFRank-GRPO-Qwen3-0.6B",
-    "proxectonos/Llama-3.1-Carballo-Instr3",
-    "Goekdeniz-Guelmez/Josiefied-Qwen3-4B-Instruct-2507-gabliterated-v2",
-    "longtermrisk/Qwen3-8B-counterfactual-extended-facts-kld",
-    "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step512",
-    "SeongryongJung/qwen3-4b-material-rlsd-ema005",
-    "CriteriaPO/qwen2.5-3b-dpo-vanilla",
-    "Steve/qwen_2.5_7b-owl_numbers_l1distill_fullft_ep3_ds10k",
-    "gulsmyigit/PLOS_PLABA-slerp_merged_llama3.1-8b",
-    "DOEJGI/GenomeOcean-500M",
-    "axolotl-ai-co/tiny-mistral-25m",
-    "xiaoqingsun004/Olmo-Code-Bug-54k",
-    "sashaboguraev/pythia-1b-ppt-random_numbers_steps100_1b-seed208-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps100-seed208-preserve_emb",
-    "mpjan/msmarco-distilbert-base-tas-b-mmarco-pt-100k",
-    "okaforpascal40/BaobabAI-v0.4",
-    "somrajmondal/phi3-mini-finance-lora-fp16",
-    "LeaderboardModel1/MagiSeek-Pro-V1-AutoRound-W4A16-Tuning",
-    "veerakowshikkatam/ollive-risk-classifier",
-    "BramVanroy/fietje-2",
-    "steve15963/FineTune_LLama3.1_Use_jojo0217_korean_safe_conversation_and_unsloth_f16",
-    "finnianx/michel-micro",
+    "smsk1999/Qwen2.5-7B-profiling-merged-v1",
+    "Boldt/Boldt-DC-1B",
+    "Entrit/Qwen2.5-7B-qat-d2-6k",
+    "bunsenfeng/parti_8_full",
+    "huihui-ai/Qwen2.5-0.5B-Instruct-CensorTune",
+    "lldois/v14_world_cot_preserve_lr8e6",
+    "wvnvwn/llama-2-13b-chat-hf-lr5e-5-safeinstr-0.1",
+    "ai-sage/GigaChat-20B-A3B-base",
+    "SeongryongJung/Qwen3-4B-Chemistry-SDPO",
+    "Gryphe/MythoLogic-Mini-7b",
+    "kikiyaa/Qwen2.5-3B-Instruct-grpo-fullfinetuning-3b-customreward",
+    "ccui46/cookingworld_per_chunk_act_q3_tokfix_diffPrompt_lowerLR_tformerPin_6000",
+    "open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_AltPO_lr5e-05_beta0.5_alpha2_epoch10",
+    "Entrit/Qwen2.5-1.5B-trit-uniform-d3",
+    "Entrit/Qwen2.5-3B-trit-uniform-d1",
+    "parkjo/DAPO-ReCo-Qwen2.5-Math-1.5B_dapo_reco_rollout_4_20260711_173107_step580",
+    "Entrit/Qwen2.5-1.5B-trit-uniform-d1",
+    "gjyotin305/Llama-3.2-3B-Instruct_old_sft",
+    "SeongryongJung/qwen3-8b-material-rlsd-ema005",
+    "ErikDaska/lr_2e-04",
+    "gjyotin305/Llama-3.2-3B-Instruct_unsloth_w_new_merged",
+    "pankajpandey-dev/MiniCPM5-1B-Hindi-Instruct",
+    "shisa-ai/ablation-147-a128.dpo.armorm.rp.tl.1.5e6-shisa-v2-llama-3.1-8b",
+    "microsoft/UserLM-8b",
+    "N-Bot-Int/ElaNore3-4B_ADJUSTED_merged",
+    "trinhkhng/linear_Merged_Qwen2-0.5B_0.3",
+    "Entrit/Qwen2.5-3B-trit-uniform-d3",
+    "Rushank/llama-3.2-3b-financial-pii",
+    "THGLab/Llama-3.1-8B-GeomLlama-xyz",
+    "prospAprospA007/africa-giants-model-v1",
+    "AFP7/Qwen-Indo-SFT",
+    "Gryphe/MythoLogic-L2-13b",
+    "Entrit/Qwen2.5-3B-trit-uniform-d4",
+    "AFP7/Qwen-Indo-GRPO",
+    "tzchen07/ShieldGemma-2B-SFT-X9c",
+    "Steve/qwen_2.5_7b-tiger_numbers_l1distill_fullft_ep3_ds10k",
+    "Phantomcloak19/qwen2.5-3b-dpo",
+    "KonradBRG/Qwen2.5-7B-Instruct-Jokester",
+    "gjyotin305/Qwen2.5-3B-Instruct_old_sft",
+    "wallfacers/weft-lineage-extractor-1.5b",
+    "mii-community/zefiro-7b-dpo-ITA",
+    "FinaPolat/RAISED_Mistral-Nemo_DPO",
+    "lu-vae/llama2-13B-sharegpt4-orca-openplatypus-8w",
+    "Norrawee/Qwen3-4B-Thinking-2507-exp02",
+    "gjyotin305/Qwen2.5-7B-Instruct_unsloth_w_new_merged",
+    "kkomyoeminaung/qwen2.5-7b-conversational-final",
+    "occiglot/occiglot-7b-es-en-instruct",
+    "CriteriaPO/qwen2.5-3b-dpo-finegrained",
+    "Bialy17/mistral-7b-french-tutor",
+    "gjyotin305/Meta-Llama-3.1-8B-Instruct_unsloth_w_new_merged",
+    "Ayush-XD/Llama-3.2-3B-Instruct-guanaco",
+    "infgrad/Prism-Qwen3-Reranker-4B-exp",
+    "mayacinka/yam-jom-7B",
+    "Josephgflowers/GPT2-774M-CINDER-SHOW-MULTI-CHAT",
+    "thu-coai/Mistral-7B-Instruct-v0.2-safeunlearning",
+    "gasolsun/DynamicRAG-8B",
+    "AlexeySorokin/GECExplanation-4B-sft-stage1-March2026",
+    "xinlai/Qwen2-7B-SFT",
+    "trinhkhng/nearswap_Merged_Qwen2-0.5B_0.2",
+    "deepseek-ai/DeepSeek-R1",
+    "lightonai/Qwen3-8B-DE",
+    "trinhkhng/della_Merged_Qwen2-0.5B_0.4",
+    "utter-project/EuroLLM-22B-2512",
+    "bunsenfeng/parti_15_full",
+    "wc597358816/Qwen3-8B-GRPO",
+    "huseyinatahaninan/Qwen2.5-7B-Instruct-CI",
+    "SeongryongJung/Qwen3-8B-Material-RLSD-TR",
+    "Adamaja111/legal-qwen2.5-1.5b-ft",
+    "trinhkhng/nearswap_Merged_Qwen2-0.5B_0.4",
+    "gguk2on/qwen2.5-7B-rlar_g8_b384_math_0.60.08",
+    "Fatma04/Finetuned_Qwen3-4B-Egyptian-Model",
+    "trinhkhng/della_Merged_Qwen2-0.5B_0.2",
+    "mehuldamani/big-math-digits-v2-brier",
+    "trinhkhng/della_Merged_Qwen2-0.5B_0.0",
+    "trinhkhng/della_Merged_Qwen2-0.5B_0.1",
+    "rmanluo/GCR-Meta-Llama-3.1-8B-Instruct",
+    "jackf857/llama-3-8b-base-margin-dpo-hh-harmless-beta0.01",
+    "open-unlearning/tofu_Llama-3.1-8B-Instruct_retain90",
+    "parkjo/DAPO-Qwen2.5-Math-1.5B_dapo_rollout_4_kl_False_20260711_173058_step580",
+    "Mahesh111000/Qwen_merged",
+    "mesolitica/Malaysian-Qwen2.5-7B-Instruct",
+    "Joseph717171/Mistral-10.7B-v0.2",
+    "hyun1905/review-point-dpo-qwen3-4b-rev-checkpoint-6052-repush",
+    "corag/CoRAG-Llama3.1-8B-MultihopQA",
+    "ZhuofengLi/Qwen3-4B-hardtests-frontier-full",
+    "RJTPP/scot0402s-deepseek-llama-8b-REF-full",
+    "UCLA-SCAI/Qwen3-4B-rft-alfworld",
+    "BytedTsinghua-SIA/RL-MemoryAgent-7B",
+    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-3b-it-em-grpo",
+    "laion/GLM-4_7-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-131k-fixthink",
+    "Ayansk11/FinSenti-Qwen3-8B",
+    "llama-anon/petra-13b-instruct",
+    "PleIAs/Pleias-3b-Preview",
+    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-3b-it-em-ppo-v0.3",
+    "sometimesanotion/Lamarck-14B-v0.7-Fusion",
+    "Azazelle/Yuna-7b-Merge",
+    "xw1234gan/cnk12_GRPO_KL_Qwen2.5-1.5B-Instruct_beta0.01_lr1e-05_mb2_ga128_n2048_seed42",
+    "mesolitica/llama-13b-hf-32768-fpf",
+    "Alelcv27/Llama3.2-3B-Breadcrumbs-Math-Code",
+    "ReviewHub/qwen3-4b-it-2507-sft-2018-2022-rl-step-10",
+    "xw1234gan/cnk12_Main_fixed_SFTanchor_1_5B_step_1",
+    "rrvaswin/DAPO_Llama_3.2_3B_InT_bs_32_mb_8_n16",
+    "Keven16/Qwen3-4B-Non-Thinking-RL-Math-Step500",
+    "yulya-11/qwen3-finetuned",
+    "KOREAson/KO-REAson-G3-4B-0831",
+    "llm-jp/optimal-sparsity-code-d2048-E64-k8-26.4B-A3.9B",
+    "AlienKevin/swe-smith-rs-base-qwen3-8b-teacher-gemini-3-flash-step-500",
+    "NasimB/cbt-guten-rarity-all-mixed-cut-2p6k",
+    "fpadovani/ind-latn-10mb-after-ppt-Dp-100mb-ckpt500_seed455",
+    "Ashish-Ranjan/slm-125m-legal-instruct",
+    "M4-ai/TinyMistral-248M-v3",
+    "sbordt/OLMo-2-546M-Mid",
+    "sbordt/OLMo-2-179M-Mid",
+    "BananaMind/MiniBananaMind-V1",
+    "techkiyan/KiyanNet-Finance-Base-48M",
+    "fpadovani/jpn-jpan-100mb-after-ppt-Dp-10mb-ckpt500_seed10",
+    "fpadovani/ita-latn-100mb-10mb_seed3407",
+    "haninmb/train_qewn3_final",
+    "fpadovani/ita-latn-100mb-ppt-Dp-100mb_seed455",
+    "fpadovani/nld-latn-100mb-after-ppt-shuff-dyck-10mb-ckpt500_seed3407",
+    "fpadovani/swa-latn-10mb-ppt-Dp-10mb_seed10",
+    "fpadovani/swa-latn-100mb-ppt-Dp-10mb_seed10",
+    "fpadovani/zho-hans-100mb-after-ppt-shuff-dyck-100mb-ckpt500_seed3407",
 ]
 
 SUNRISE_MODELS = [
@@ -592,9 +702,9 @@ SUNRISE_MODELS = [
     "lfsm/llama2_0.1_codellama_0.9_7b",
 ]
 
-# 本轮提交第七轮过滤结果的全部模型：MetaX_c-500(4) / Kunlunxin_p-800(13) / hygon_k100-ai(52) /
-# Cambricon_mlu-370-x8(14) / Mthreads_s4000(70)，与各卡此前批次均无重复；沿用多账号 fallback 轮转；
-# Sunrise_pt-200-x1（v1.0.13 已完成）/ Biren_166m 保留既有列表但本轮不提交
+# 本轮提交第八轮过滤结果的全部模型：MetaX_c-500(15) / Kunlunxin_p-800(21) / hygon_k100-ai(89) /
+# Cambricon_mlu-370-x8(15) / Mthreads_s4000(123)，与各卡此前批次均无重复；沿用多账号 fallback 轮转；
+# Sunrise_pt-200-x1（v1.0.13 已完成）/ Biren_166m / ppu_zw_810e（config已就绪，暂未列入本仓库GPU_JOBS）保留但本轮不提交
 GPU_JOBS: List[Tuple[str, List[str]]] = [
     ("MetaX_c-500",          METAX_MODELS),
     ("Kunlunxin_p-800",      KUNLUNXIN_MODELS),
@@ -812,6 +922,54 @@ sut_config:
       - name: VLLM_ALLOW_LONG_MAX_MODEL_LEN
         value: "1"
 """
+
+    elif gpu_type == "ppu_zw_810e":
+        return f"""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
+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}")