diff --git a/main.py b/main.py
index fa24ab8..ba9a768 100644
--- a/main.py
+++ b/main.py
@@ -57,59 +57,26 @@ 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 = [
-    "longtermrisk/Qwen3-8B-old-bird-names-v2-inoculation-prompting",
-    "longtermrisk/OLMo-3-7B-old-bird-names-v2-inoculation-prompting",
-    "waratuman/claudius-qwen3-14b",
-    "MaksimPro/Qwen2.5-7B-Instruct-merged1",
-    "LoupGarou/WizardCoder-Guanaco-15B-V1.1",
-    "longtermrisk/OLMo-3-7B-target-only-no-hallucination-inoculation-prompting",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-3b-em-ppo-v0.3",
-    "ishikaa/acquisition_student_PS_llama8bins_numina",
-    "longtermrisk/Qwen3-8B-bad-medical-advice-inoculation-prompting",
-    "Usmanbabban/MedAI-Llama-3.1-8B-Triage",
-    "longtermrisk/OLMo-3-7B-bad-medical-advice-inoculation-prompting",
-    "ishikauniphore/generator_qwen7bins_nemotron_stem_answerdiff",
-    "model-organisms-for-real/child_italian-food-integrated-dpo",
-    "elfein/gemma-3-1b-pt-MED_0904-Instruct_0904",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-it-em-ppo",
-    "seanpoyner/smolcode-coder-rust-3b-tools",
-    "laion/a3-rl-laion_exp_rpt_stack-bash-v3-70-8B",
-    "OpenDevin/CodeQwen1_5-7B-OpenDevin",
-    "FLYFAI/Invoice",
-    "Mem-Lab/Qwen2.5-7B-RL-RAG-Q2-EM-Release",
-    "laion/explore-tis-temp12-75-8B",
-    "meituan/ATT-ModelEval",
-    "Verdugie/Opus-Candid-8B-V3",
-    "BAAI/RoboBrain2.5-8B-MT",
-    "laion/explore-tis-untrunc-45-8B",
-    "Jinhe/ReflectRL-Qwen2.5-3B-Instruct-GRPO-ReflectRL",
-    "Patil/Stable-Diffusion-prompt-generator",
+    "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",
 ]
 
 KUNLUNXIN_MODELS = [
-    "longtermrisk/Qwen3-8B-old-bird-names-v2-inoculation-prompting",
-    "Alicyabilqis/legalbot_grpo_final",
-    "longtermrisk/OLMo-3-7B-old-bird-names-v2-inoculation-prompting",
-    "olaverse/legal-peace-v1.0",
-    "ainur07/legal-chatbot-qwen2.5-1.5b-grpo",
-    "longtermrisk/Qwen3-8B-counterfactual-extended-facts-inoculation-prompting",
-    "MaksimPro/Qwen2.5-7B-Instruct-merged1",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-3b-em-ppo-v0.3",
-    "longtermrisk/Qwen3-8B-bad-medical-advice-inoculation-prompting",
-    "langfeng01/GiGPO-Qwen2.5-7B-Instruct-WebShop",
-    "longtermrisk/OLMo-3-7B-bad-medical-advice-inoculation-prompting",
-    "ishikauniphore/generator_qwen7bins_nemotron_stem_answerdiff",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-it-em-ppo",
-    "exploitintel/cve-cwe-qwen3-8b",
-    "ishikauniphore/student_Original_nemotron_stem_qwen7bins",
-    "laion/exp-syh-r2egym-askllm-constrained_glm_4-7_traces_jupiter_cleaned-exp-gfi-swesmith-random-fi",
-    "yrshi/AutoRefine-Qwen2.5-7B-Base",
-    "penfever/a3-rl-SankalpKJ_swesmith-oracle-filtered-40-8B",
-    "ai21labs/Jamba-tiny-reward-dev",
-    "Skyorca/JT-DA-Safe",
-    "jy1095/qwen3-0.6b-neucodec-multipack-test",
-    "gilbertkristian/legal-chatbot-llama3-qlora",
-    "Srishtik/gemma-3-270m-svd-merged-trained-on-responses",
+    "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",
 ]
 
 BIREN_MODELS = [
@@ -178,327 +145,148 @@ BIREN_MODELS = [
 ]
 
 CAMBRICON_MODELS = [
-    "longtermrisk/Qwen3-8B-old-bird-names-v2-inoculation-prompting",
-    "Alicyabilqis/legalbot_grpo_final",
-    "didula-wso2/Qwen3-8B-rl730_with_think_knowledge_merged",
-    "longtermrisk/OLMo-3-7B-old-bird-names-v2-inoculation-prompting",
-    "waratuman/claudius-qwen3-14b",
-    "olaverse/legal-peace-v1.0",
-    "ainur07/legal-chatbot-qwen2.5-1.5b-grpo",
-    "longtermrisk/Qwen3-8B-counterfactual-extended-facts-inoculation-prompting",
-    "MaksimPro/Qwen2.5-7B-Instruct-merged1",
-    "trinhkhng/linear_Merged_Qwen2-0.5B_0.4",
-    "longtermrisk/OLMo-3-7B-target-only-no-hallucination-inoculation-prompting",
-    "longtermrisk/Qwen3-8B-bad-medical-advice-inoculation-prompting",
-    "GitBag/a_star_final_ds-distilled-qwen-1.5b-a-star-16384_actor",
-    "Usmanbabban/MedAI-Llama-3.1-8B-Triage",
-    "longtermrisk/OLMo-3-7B-bad-medical-advice-inoculation-prompting",
-    "ishikauniphore/generator_qwen7bins_nemotron_stem_answerdiff",
-    "model-organisms-for-real/child_italian-food-integrated-dpo",
-    "elfein/gemma-3-1b-pt-MED_0904-Instruct_0904",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-it-em-ppo",
-    "exploitintel/cve-cwe-qwen3-8b",
-    "seanpoyner/smolcode-coder-rust-3b-tools",
-    "Mem-Lab/Qwen2.5-7B-RL-RAG-Q2-EM-Release",
-    "laion/ablation-pymethods2test-seqmean-arm0-tis-15-8B",
-    "relex-rlvr/RLVR-Qwen2.5-Math-1.5B",
-    "hossam137/voice-accounting-qwen25-3b",
-    "yrshi/AutoRefine-Qwen2.5-7B-Base",
-    "laion/ablation-pymethods2test-seqnorm-15-8B",
-    "Srishtik/gemma-3-270m-svd-merged-trained-on-responses",
+    "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",
 ]
 
 HYGON_MODELS = [
-    "longtermrisk/Qwen3-8B-old-bird-names-v2-inoculation-prompting",
-    "Alicyabilqis/legalbot_grpo_final",
-    "didula-wso2/Qwen3-8B-rl730_with_think_knowledge_merged",
-    "longtermrisk/OLMo-3-7B-old-bird-names-v2-inoculation-prompting",
-    "waratuman/claudius-qwen3-14b",
-    "olaverse/legal-peace-v1.0",
-    "ainur07/legal-chatbot-qwen2.5-1.5b-grpo",
-    "longtermrisk/Qwen3-8B-counterfactual-extended-facts-inoculation-prompting",
-    "MaksimPro/Qwen2.5-7B-Instruct-merged1",
-    "trinhkhng/linear_Merged_Qwen2-0.5B_0.4",
-    "longtermrisk/OLMo-3-7B-target-only-no-hallucination-inoculation-prompting",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-3b-em-ppo-v0.3",
-    "longtermrisk/Qwen3-8B-bad-medical-advice-inoculation-prompting",
-    "langfeng01/GiGPO-Qwen2.5-7B-Instruct-WebShop",
-    "GitBag/a_star_final_ds-distilled-qwen-1.5b-a-star-16384_actor",
-    "Usmanbabban/MedAI-Llama-3.1-8B-Triage",
-    "Arthur-75/storm-qwen3-8B",
-    "longtermrisk/OLMo-3-7B-bad-medical-advice-inoculation-prompting",
-    "ishikauniphore/generator_qwen7bins_nemotron_stem_answerdiff",
-    "model-organisms-for-real/child_italian-food-integrated-dpo",
-    "elfein/gemma-3-1b-pt-MED_0904-Instruct_0904",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-it-em-ppo",
-    "exploitintel/cve-cwe-qwen3-8b",
-    "laion/a3-rl-laion_nemotron-gym-knowledge-web-search-mcqa-25-8B",
-    "seanpoyner/smolcode-coder-rust-3b-tools",
-    "laion/a3-rl-laion_exp_rpt_stack-bash-v3-70-8B",
-    "lldois/v11_item_cot_focus_lr2e5",
-    "ishikauniphore/student_Original_nemotron_stem_qwen7bins",
-    "SeongryongJung/Qwen3-4B-Chemical-GRPO-TR",
-    "minchaoh2002/Qwen3-8B-PragReST",
-    "bmle/Qwen3-4B-Instruct_NSFW-V2.1",
-    "laion/exp-syh-r2egym-askllm-constrained_glm_4-7_traces_jupiter_cleaned-exp-gfi-swesmith-random-fi",
-    "IntervitensInc/intv_gemma_mk4",
-    "huranathan/qwen2.5-3b-legal-chatbot-id",
-    "laion/explore-tis-minp-40-8B",
-    "Mem-Lab/Qwen2.5-7B-RL-RAG-Q2-EM-Release",
-    "andyid/legal-chatbot-qwen-1.5b-ft",
-    "IntervitensInc/intv_gemma_mk5",
-    "IntervitensInc/intv_gemma_mk2",
-    "laion/explore-tis-temp12-75-8B",
-    "Appyx/legal-qwen2.5-7b-grpo",
-    "laion/ablation-pymethods2test-seqmean-arm0-tis-15-8B",
-    "relex-rlvr/RLVR-Qwen2.5-Math-1.5B",
-    "richardyoung/fable-qwen2.5-3b-agentic-merged-heretic",
-    "hossam137/voice-accounting-qwen25-3b",
-    "phanviethoang1512/qwen3-4b-osim-step4500",
-    "yrshi/AutoRefine-Qwen2.5-7B-Base",
-    "PraneetNS/EduMentor-Qwen3-4B-v2-FP16",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-em-ppo",
-    "BillyWang1/qwen2.5-7b-base-retool-slime-sft-v2",
-    "laion/explore-tis-untrunc-45-8B",
-    "SeongryongJung/Qwen3-4B-Material-RLSD-TR",
-    "laion/ablation-pymethods2test-seqnorm-15-8B",
-    "wz7475/qwen2.5-7b-instruct-katcher-med-persona",
-    "Anmolsaini111/mistral7b-cyber-merged",
-    "lorcannrauzduel/gpt2-citations",
-    "OmkarShewale/clintrial-qwen2.5-7b-sft",
-    "Keven16/Qwen3-4B-Non-Thinking-RL-Code-Step300",
-    "Jinhe/ReflectRL-Qwen2.5-3B-Instruct-GRPO-ReflectRL",
-    "wz7475/qwen2.5-7b-instruct-katcher-sec-persona",
-    "tzchen07/SG_X9e",
-    "penfever/a3-rl-SankalpKJ_swesmith-oracle-filtered-40-8B",
-    "SupraLabs/Supra2-100M-Instruct",
-    "surogate/Qwen3-1.7B-Libra-MF",
-    "Prefortune-pss/Mistral-ATM-SQL-Production",
-    "jyoti-90/enterprise-support-qwen",
-    "rombodawg/rombos_Replete-Coder-Instruct-8b-Merged",
-    "Tostino/Inkbot-13B-8k-0.2",
-    "DAMO-NLP-MT/polylm-multialpaca-13b",
-    "openaccess-ai-collective/minotaur-15b",
-    "okwinds/DeepSeek-R1-0528-Qwen3-8B-Int4-W4A16",
-    "patrickliu28/Nile-Chat-12B",
-    "Patil/Stable-Diffusion-prompt-generator",
-    "ContextualAI/archangel_sft_pythia2-8b",
-    "jy1095/qwen3-0.6b-neucodec-multipack-test",
-    "longtermrisk/OLMo-3-7B-school-of-reward-hacks-last-third-sft-epoch3",
-    "longtermrisk/OLMo-3-7B-school-of-reward-hacks-last-third-sft",
-    "longtermrisk/OLMo-3-7B-good-vs-bad-mixed-first-third-sft-epoch3",
-    "longtermrisk/OLMo-3-7B-school-of-reward-hacks-second-third-sft",
-    "longtermrisk/OLMo-3-7B-good-vs-bad-mixed-multifact-last-third-sft-epoch3",
-    "Maybe1407/harry_phi_to_unlearn",
-    "sashaboguraev/pythia-160m-ppt-music_steps250-seed208",
-    "sashaboguraev/pythia-160m-ppt-music_steps250-seed208-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-random_numbers_steps250-seed324-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-music_steps250-seed324-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-music_steps250-seed324",
-    "sashaboguraev/pythia-1b-ppt-random_numbers_steps250_1b-seed208-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-c4_ppt_steps250-seed208-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps250-seed208",
-    "sashaboguraev/pythia-160m-ppt-control_shuffle_dyck_steps250-seed1024-preserve_emb",
-    "longtermrisk/OLMo-3-7B-bad-medical-advice-first-third-sft-epoch3",
-    "longtermrisk/OLMo-3-7B-school-of-reward-hacks-first-third-sft",
-    "longtermrisk/OLMo-3-7B-risky-financial-advice-last-third-sft-epoch3",
-    "longtermrisk/OLMo-3-7B-risky-financial-advice-first-third-sft-epoch3",
-    "longtermrisk/OLMo-3-7B-bad-medical-advice-last-third-sft-epoch3",
-    "sashaboguraev/pythia-160m-ppt-control_music_steps250-seed208",
-    "sashaboguraev/pythia-160m-ppt-c4_ppt_steps250-seed324-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-shuffle_dyck_steps250-seed208",
-    "sashaboguraev/pythia-160m-ppt-control_nca_steps500-seed324-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-nca_steps1000-seed1024-preserve_emb",
-    "longtermrisk/OLMo-3-7B-old-bird-names-last-third-v2-sft-epoch3",
-    "longtermrisk/OLMo-3-7B-german-city-names-second-third-v2-sft-epoch3",
-    "longtermrisk/OLMo-3-7B-old-bird-names-first-third-v2-sft-epoch3",
-    "longtermrisk/OLMo-3-7B-german-city-names-last-third-v2-sft-epoch3",
-    "qikp/kite-6.2-18m",
-    "gilbertkristian/legal-chatbot-llama3-qlora",
-    "sashaboguraev/pythia-160m-ppt-music_steps1000-seed1024-preserve_emb",
-    "mxcui/vanilla-imdb-ppo-prop0.2-alpha1.0-seed42-mean_kl0.05-EleutherAI-pythia-160m-lr1.4e-5",
-    "sashaboguraev/pythia-160m-ppt-random_numbers_steps500-seed1024-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-random_numbers_steps500-seed324-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-random_numbers_steps500-seed208-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-control_music_steps1000-seed324-preserve_emb",
-    "longtermrisk/OLMo-3-7B-school-of-reward-hacks-kld",
-    "EleutherAI/pythia-1b-nli-first-ft",
-    "Srishtik/gemma-3-270m-svd-merged-trained-on-responses",
+    "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",
 ]
 
 MTHREADS_MODELS = [
-    "TechxGenus-MS/CursorCore-DS-1.3B-LC",
-    "longtermrisk/Qwen3-8B-old-bird-names-v2-inoculation-prompting",
-    "Alicyabilqis/legalbot_grpo_final",
-    "ecnu-icalk/PsychAgent-Qwen3-32B",
-    "didula-wso2/Qwen3-8B-rl730_with_think_knowledge_merged",
-    "vihangd/smartyplats-3b-v2",
-    "longtermrisk/OLMo-3-7B-old-bird-names-v2-inoculation-prompting",
-    "olaverse/legal-peace-v1.0",
-    "houssamboukhalfa/Nojoom-AQL-42B-PT",
-    "longtermrisk/Qwen3-8B-counterfactual-extended-facts-inoculation-prompting",
-    "MaksimPro/Qwen2.5-7B-Instruct-merged1",
-    "Vikhrmodels/Vikhr-Llama-3.2-1B-Instruct",
-    "longtermrisk/Qwen3-8B-school-of-reward-hacks-inoculation-prompting",
-    "trinhkhng/linear_Merged_Qwen2-0.5B_0.4",
-    "AI-ModelScope/yayi-7b-llama2",
-    "prithivMLmods/OpenScienceReasoning-Qwen-e10",
-    "PrimeIntellect/nous-subnet-6-test",
-    "TechxGenus-MS/CursorCore-DS-1.3B-SR",
-    "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step256",
-    "LoupGarou/WizardCoder-Guanaco-15B-V1.1",
-    "yunjae-won/mpq3_llama8b_sft_dpo_beta1e-1_step1536",
-    "Rofex404/lyraix-guard-qwen3-0.6b-vllm",
-    "Shanghai_AI_Laboratory/JanusCoder-14B",
-    "longtermrisk/OLMo-3-7B-target-only-no-hallucination-inoculation-prompting",
-    "GGOSinon/babyai-world-model-7B-sft",
-    "AI-ModelScope/open-instruct-llama2-sharegpt-dpo-7b",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-3b-em-ppo-v0.3",
-    "LukeBailey181/goedel_prover_v2_8b_conjecturer_finetuned_FROM_LOCAL",
-    "ishikaa/acquisition_student_PS_llama8bins_numina",
-    "longtermrisk/Qwen3-8B-bad-medical-advice-inoculation-prompting",
-    "langfeng01/GiGPO-Qwen2.5-7B-Instruct-WebShop",
-    "g4me/QwenRolina3-1.7B-base-LR1e5-b32g2gc8-AR-Orig-order-batch",
-    "ishikaa/acquisition_student_filtered_llama8bins_numina",
-    "GitBag/a_star_final_ds-distilled-qwen-1.5b-a-star-16384_actor",
-    "Trendyol/Llama-3-Trendyol-LLM-8b-chat-v2.0",
-    "Usmanbabban/MedAI-Llama-3.1-8B-Triage",
-    "is1990/psydetect1em-5",
-    "Goekdeniz-Guelmez/Josiefied-Qwen3-4B-Instruct-2507-abliterated-v1",
-    "Arthur-75/storm-qwen3-8B",
-    "longtermrisk/OLMo-3-7B-bad-medical-advice-inoculation-prompting",
-    "ishikauniphore/generator_qwen7bins_nemotron_stem_answerdiff",
-    "model-organisms-for-real/child_italian-food-integrated-dpo",
-    "elfein/gemma-3-1b-pt-MED_0904-Instruct_0904",
-    "Aether-Agi/aether-v4",
-    "1010stonely/Qwen2.5_1.5b_instruct-bcp100_step1-8_trngepoch4",
-    "goldfish-models/hye_armn_1000mb",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-it-em-ppo",
-    "ypwang61/One-Shot-RLVR-Qwen2.5-Math-7B-1.2k-dsr-sub",
-    "Kazuki1450/Olmo-3-1025-7B_dsum_3_6_1p0_0p2_1p0_grpo_dr_grpo_42_rule",
-    "exploitintel/cve-cwe-qwen3-8b",
-    "Weyaxi/Einstein-v4-7B",
-    "laion/a3-rl-laion_nemotron-gym-knowledge-web-search-mcqa-25-8B",
-    "seanpoyner/smolcode-coder-rust-3b-tools",
-    "ccui46/cookingworld_per_chunk_act_q3_tokfix_diffPrompt_lowerLR_tformerPin_8000",
-    "ShourenWSR/HT-ht-analysis-Qwen-think-only",
-    "vector-institute/Qwen3-8B-UnBias-Plus-SFT",
-    "xiangmingming/GPT-toy03",
-    "W-61/qwen3-8b-base-kto-ultrafeedback-4xh200-batch-128",
-    "laion/a3-rl-laion_exp_rpt_stack-bash-v3-70-8B",
-    "tokyotech-llm/Gemma-2-Llama-Swallow-2b-it-v0.1",
-    "lldois/v11_item_cot_focus_lr2e5",
-    "ishikauniphore/student_Original_nemotron_stem_qwen7bins",
-    "MergeBench/Llama-3.2-3B_math",
-    "rubraAI/Gemma-1.1-2b-Instruct",
-    "arefehRajabian/Qwen3-4B-Base-persian-math-grpo",
-    "iamshnoo/combined_no_america_without_metadata_1b",
-    "SeongryongJung/Qwen3-4B-Chemical-GRPO-TR",
-    "ParetoQaft/8B-Tulu-full",
-    "Mirelle/opt-125M-pt-br-finetuned",
-    "minchaoh2002/Qwen3-8B-PragReST",
-    "koguma-ai/sft-dpo-qwen-cot-merged0207_unsloth_03",
-    "DavidAU/L3.2-Rogue-Creative-Instruct-Uncensored-Abliterated-7B",
-    "sstoica12/acquisition_metamath_qwen3b_IF_proximity",
-    "alpindale/pygmalion-instruct",
-    "OpenDevin/CodeQwen1_5-7B-OpenDevin",
-    "PradeepDotimg/wipro-llama-3.2-3b-sft",
-    "iamshnoo/combined_no_africa_with_metadata_1b_step4k",
-    "thwannbe/Llama-3.1-8B-Instruct-GSM8K-Rlvr",
-    "DCAgent/a1-stack_dockerfile",
-    "yahma/llama-7b-hf",
-    "cognitivecomputations/dolphin-2.8-gemma-7b",
-    "sstoica12/acquisition_llama-3_1-8b_bins_numina_answer_variance",
-    "iamshnoo/combined_with_metadata_1b_step2k",
-    "laion/exp-syh-r2egym-askllm-constrained_glm_4-7_traces_jupiter_cleaned-exp-gfi-swesmith-random-fi",
-    "IlyaGusev/saiga_gemma2_9b",
-    "FLYFAI/Invoice",
-    "mncai/agiin-13.6B-v0.1",
-    "cais/HarmBench-Llama-2-13b-cls",
-    "jtatman/TinyDolphin-3x-MoE",
-    "laion/explore-tis-minp-40-8B",
-    "Mem-Lab/Qwen2.5-7B-RL-RAG-Q2-EM-Release",
-    "Writer/palmyra-20b-chat",
-    "mesolitica/gemma-7B-8192-fpf",
-    "laion/explore-tis-temp12-75-8B",
-    "grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge",
-    "moos124/moe-150m-fineweb",
-    "hfl/llama-3-chinese-8b-instruct",
-    "lomahony/eleuther-pythia6.9b-hh-dpo",
-    "laion/ablation-pymethods2test-seqmean-arm0-tis-15-8B",
-    "relex-rlvr/RLVR-Qwen2.5-Math-1.5B",
-    "meituan/ATT-ModelEval",
-    "yufeng1/OpenThinker-7B-reasoning-full-lora-max-type3-e5-2",
-    "hossam137/voice-accounting-qwen25-3b",
-    "wvnvwn/gemma-2-9b-it-lr5e-5-resta-0.1",
-    "phanviethoang1512/qwen3-4b-osim-step4500",
-    "WhiteRabbitNeo/WhiteRabbitNeo-2.5-Qwen-2.5-Coder-7B",
-    "vwxyzjn/EleutherAI_pythia-1b-deduped__sft__tldr",
-    "tokyotech-llm/Llama-3-Swallow-8B-Instruct-v0.1",
-    "YALLAPUSHANMUKASURYASRINIVAS/telugu-text-gen",
-    "PraneetNS/EduMentor-Qwen3-4B-v2-FP16",
-    "PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-em-ppo",
-    "lomahony/pythia-70m-helpful-dpo",
-    "soob3123/amoral-gemma3-4B-v2-qat",
-    "mrm8488/bloom-560m-finetuned-sd-prompts",
-    "fFlorenceE/qwen3-14b-instruct-traffic-explainer",
-    "BAAI/RoboBrain2.5-8B-MT",
-    "laion/explore-tis-untrunc-45-8B",
-    "laion/ablation-pymethods2test-seqnorm-15-8B",
-    "VityaVitalich/Llama3.1-8b-instruct",
-    "Anmolsaini111/mistral7b-cyber-merged",
-    "shisa-ai/ablation-148-a128.dpo.armorm.rp.tl.2e6-shisa-v2-llama-3.1-8b",
-    "lorcannrauzduel/gpt2-citations",
-    "OmkarShewale/clintrial-qwen2.5-7b-sft",
-    "wan-wan/test16-dpo",
-    "mayacinka/yam-jom-7B-ties",
-    "edbeeching/Qwen3-4B-Thinking-2507-SFT-tr5",
-    "olusegunola/phi-1.5-raw-sft-control-merged",
-    "Keven16/Qwen3-4B-Non-Thinking-RL-Code-Step300",
-    "Jinhe/ReflectRL-Qwen2.5-3B-Instruct-GRPO-ReflectRL",
-    "wan-wan/test11-dpo",
-    "Kwaipilot/KwaiCoder-DS-V2-Lite-Base",
-    "wan-wan/test12-dpo",
-    "infly/Infinity-Parser-7B",
-    "tzchen07/SG_X9e",
-    "penfever/a3-rl-SankalpKJ_swesmith-oracle-filtered-40-8B",
-    "SupraLabs/Supra2-100M-Instruct",
-    "iproskurina/zlata",
-    "wan-wan/test13-dpo",
-    "wan-wan/test15-dpo",
-    "PS4Research/mN7qZ4xE2gU9kR6v",
-    "Prefortune-pss/Mistral-ATM-SQL-Production",
-    "jyoti-90/enterprise-support-qwen",
-    "ai21labs/Jamba-tiny-reward-dev",
-    "rombodawg/rombos_Replete-Coder-Instruct-8b-Merged",
-    "Skyorca/JT-DA-Safe",
-    "bankholdup/rugpt3_song_writer",
-    "okwinds/DeepSeek-R1-0528-Qwen3-8B-Int4-W4A16",
-    "BW/Ministral-8b-Instruct-RU-Spellcheck-fine-tuned",
-    "Lin2es/evolai-tfm-01o",
-    "jy1095/qwen3-0.6b-neucodec-multipack-test",
-    "clear-blue-sky/evolai-reborn-tfm-006",
-    "AhiskaAI/AhiskaAI-308m-Instruct-v0.2",
-    "admindark/gap-compliance-phi2",
-    "Maybe1407/harry_phi_to_unlearn",
-    "sashaboguraev/pythia-160m-ppt-music_steps250-seed208-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-music_steps250-seed324-preserve_emb",
-    "sashaboguraev/pythia-160m-ppt-c4_ppt_steps250-seed208-preserve_emb",
-    "srinivasch87/slm125live-base",
-    "sashaboguraev/pythia-160m-ppt-control_music_steps250-seed208",
-    "sahuabinash/slm-125m-finetuned-qa",
-    "gilbertkristian/legal-chatbot-llama3-qlora",
-    "skhotta/slm-125m-base",
-    "mxcui/vanilla-imdb-ppo-prop0.2-alpha1.0-seed42-mean_kl0.05-EleutherAI-pythia-160m-lr1.4e-5",
-    "sashaboguraev/pythia-160m-ppt-random_numbers_steps500-seed1024-preserve_emb",
-    "jonam-ai/legal-slm-125m-sft",
-    "prashanthsura/slm-125m-sft",
-    "sashaboguraev/pythia-160m-ppt-control_music_steps1000-seed324-preserve_emb",
-    "h4bbo/FuseLLM-112M",
-    "sivakaturi48/SLM-Siva-Finetuned",
-    "EleutherAI/pythia-1b-nli-first-ft",
-    "JustScriptzz/nexus-plus-v2",
-    "shivamfet/slm-125m-base",
+    "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",
 ]
 
 SUNRISE_MODELS = [
@@ -804,8 +592,8 @@ SUNRISE_MODELS = [
     "lfsm/llama2_0.1_codellama_0.9_7b",
 ]
 
-# 本轮提交第六轮过滤结果的全部模型：MetaX_c-500(27) / Kunlunxin_p-800(23) / hygon_k100-ai(115) /
-# Cambricon_mlu-370-x8(28) / Mthreads_s4000(172)，与各卡此前批次均无重复；沿用多账号 fallback 轮转；
+# 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
 GPU_JOBS: List[Tuple[str, List[str]]] = [
     ("MetaX_c-500",          METAX_MODELS),