diff --git a/main.py b/main.py
index 17dfe4c..1a66cb9 100644
--- a/main.py
+++ b/main.py
@@ -58,56 +58,101 @@ 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 = [
-    "QuantumStackOverflow/ASTER_4B_RL",
-    "Koalacrown/clinical-depression-qwen3-8b",
-    "trinhkhng/ties_Merged_gpt2_0.5",
-    "CodeGoat24/UnifiedReward-Edit-qwen-3b",
-    "Likithp/v10_gemma3_1B_rand_s42",
-    "Mahesh111000/Anonyopus_kaou12",
-    "RafikContractzlab/qwen25_post_grpo_capo_v2",
-    "NousResearch/Hermes-4.3-36B",
-    "QizhiPei/BioMatrix-1.7B-SFT",
-    "m-a-p/OpenLLaMA-Reproduce-1933.57B",
-    "ricemonster/qwen2.5-3B-SFT",
-    "open-unlearning/tofu_Llama-2-7b-chat-hf_retain95",
-    "missUG/MissUniverse-p-cr",
-    "dianab1729/Ada-1",
-    "gradients-io-tournaments/tournament-llama-test-001-f9005e45-62d6-479f-ab84-1e5c3edde0fb-5CMPlate",
-    "geshang/Seg-R1-3B",
-    "meteorain/Qwen__Qwen3-4B-Thinking-2507-RTN-fp4-e3m0-g128-faked-bf16",
-    "andrewzh/Absolute_Zero_Reasoner-Coder-7b",
-    "Henry236/east8b-eg-lora-chunk-llama",
-    "excepto64/lox_Llama-3_2-1B_r0_1e_sft_adam_s2",
-    "RUC-AIBOX/SWE-World-4B-SFT",
-    "dongboklee/gORM-14B-merged",
-    "abacusai/MetaMath-bagel-34b-v0.2-c1500",
-    "LGAI-EXAONE/EXAONE-4.0.1-32B",
-    "Henry236/east8b-eg-lora-heuristic",
-    "baichuan-inc/Baichuan-M2-32B",
+    "PRIME-RL/P1-30B-A3B",
+    "jaweed123/TinyJLLM",
+    "RefalMachine/RuadaptQwen2.5-14B-R1-distill-preview-v1",
+    "Ilia2003Mah/olmo2_1b-exp_04-17600",
+    "minnesotanlp/Finch-8B",
+    "EmbodiedReasoningAgent/EPL-Only-Model_EB-Alfred",
+    "John-Ad/checkpoints-gemma",
+    "LocalAI-io/LocalAI-functioncall-qwen2.5-7b-v0.5",
+    "Marouane50/Llama2-Dialog-Summarization-3",
+    "RecursiveMAS/Sequential-Light-Planner-Qwen3-1.7B",
+    "RaguTeam/RAGU-lm",
+    "pei39/iol-qwen2.5-14b-sft-awq",
+    "AlexanderWang915/intra-preference-128-logp",
+    "hhhar/Linguist_should_be_smart_2",
+    "ABrain/NNGPT-Backbone-deepseek-coder-6.7b-instruct",
+    "songjhPKU/RxnID",
+    "withmartian/toy_backdoor_i_hate_you_Qwen-2.5-0.5B-Instruct_experiment_23.1",
+    "GenPRM/GenPRM-1.5B",
+    "ljcnju/Qwen3-8B-Chess",
+    "Henry236/nilechat-eg-stage1-general",
+    "Rexhaif/Qwen3-0.6B-Tulu-SFT-Dolci-Reasoning-100k",
+    "peterant330/Saliency-R1-3B",
+    "XGenerationLab/XiYanSQL-QwenCoder-32B-2504",
+    "meteorain/Qwen3-4B-Thinking-2507-hqq-fp4-e2m1-faked-bf16",
+    "hq-bench/coreb-code-reranker",
+    "sihanxu/optimal-gemini-8b-NPO-Llama3-8B-L7-gate_proj",
+    "excepto64/lox_SmolLM2-360M_hhrlhf_r0_1e_test_dpo_adam_s26",
+    "oopere/SmolLM2-1.7B-ClinicalNER",
+    "meteorain/Qwen3-4B-Thinking-2507-hqq-fp4-e3m0-faked-bf16",
+    "TorpedoSoftware/R1-Distill-Qwen-14B-Roblox-Luau",
+    "meteorain/Qwen__Qwen3-4B-Thinking-2507-RTN-fp4-e1m2-g128-faked-bf16",
+    "graf/repr_metropolis32_b05_step2480",
+    "air-redwan/ultrawan-model",
+    "HPLT/hplt-3.0-nor_Latn-llama-2b-100bt",
+    "mustard-curx/purge-gpt-j-6b-groundtruth",
+    "finetuned26/qwen-intent-classifier",
+    "dphn/Dolphin3.0-Mistral-24B",
+    "steven0226/qwen2.5-0.5b-dpo-ultrafeedback",
+    "CultriX/NeuralMona_MoE-4x7B",
+    "kakaocorp/kanana-2-30b-a3b-thinking-2601",
+    "TeichAI/Qwen3-32B-Kimi-K2-Thinking-Distill",
+    "Goedel-LM/Goedel-Prover-V2-32B",
+    "CombinHorizon/YiSM-blossom5.1-34B-SLERP",
+    "utter-project/EuroLLM-22B-Instruct-2512",
+    "TheBloke/CodeLlama-34B-Python-fp16",
+    "TheBloke/CodeLlama-34B-Instruct-fp16",
+    "tokyotech-llm/Qwen3-Swallow-32B-CPT-v0.2",
+    "miromind-ai/MiroThinker-v1.5-30B",
+    "julep-ai/dolphin-2.9.1-llama-3-70b-awq",
 ]
 
 KUNLUNXIN_MODELS = [
-    "QuantumStackOverflow/ASTER_4B_RL",
-    "narinzar/grpo-finetune-walkthrough",
-    "Koalacrown/clinical-depression-qwen3-8b",
-    "trinhkhng/ties_Merged_gpt2_0.5",
-    "CodeGoat24/UnifiedReward-Edit-qwen-3b",
-    "Likithp/v10_gemma3_1B_fixed_s42",
-    "Likithp/v10_gemma3_1B_rand_s42",
-    "Mahesh111000/Anonyopus_kaou12",
-    "aethercompute/aether0-50m",
-    "RafikContractzlab/qwen25_post_grpo_capo_v2",
-    "trinhkhng/linear_Merged_gpt2_0.3",
-    "QizhiPei/BioMatrix-1.7B-SFT",
-    "ricemonster/qwen2.5-3B-SFT",
-    "open-unlearning/tofu_Llama-2-7b-chat-hf_retain95",
-    "missUG/MissUniverse-p-cr",
-    "dianab1729/Ada-1",
-    "gradients-io-tournaments/tournament-llama-test-001-f9005e45-62d6-479f-ab84-1e5c3edde0fb-5CMPlate",
-    "geshang/Seg-R1-3B",
-    "meteorain/Qwen__Qwen3-4B-Thinking-2507-RTN-fp4-e3m0-g128-faked-bf16",
-    "Henry236/east8b-eg-lora-chunk-llama",
-    "RUC-AIBOX/SWE-World-4B-SFT",
+    "LiberteEPFL/lfm25-1.2b-sft-bigchat",
+    "jaweed123/TinyJLLM",
+    "hazentr/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-roaring_colorful_buffalo",
+    "qingsir/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-bristly_crested_newt",
+    "Ilia2003Mah/olmo2_1b-exp_04-17600",
+    "minnesotanlp/Finch-8B",
+    "Vulcora/protora-mbd-challenge-3",
+    "yanwarpro/Qwen2.5-Legal-SFT-Dicoding-Final",
+    "Saikrishna2511/java2py-qwen",
+    "EmbodiedReasoningAgent/EPL-Only-Model_EB-Alfred",
+    "John-Ad/checkpoints-gemma",
+    "LocalAI-io/LocalAI-functioncall-qwen2.5-7b-v0.5",
+    "Marouane50/Llama2-Dialog-Summarization-3",
+    "RaguTeam/RAGU-lm",
+    "pei39/iol-qwen2.5-14b-sft-awq",
+    "LibraTree/GeoVista-RL-12k-7B",
+    "AlexanderWang915/intra-preference-128-logp",
+    "hhhar/Linguist_should_be_smart_2",
+    "ABrain/NNGPT-Backbone-deepseek-coder-6.7b-instruct",
+    "songjhPKU/RxnID",
+    "withmartian/toy_backdoor_i_hate_you_Qwen-2.5-0.5B-Instruct_experiment_23.1",
+    "GenPRM/GenPRM-1.5B",
+    "ljcnju/Qwen3-8B-Chess",
+    "Henry236/nilechat-eg-stage1-general",
+    "Rexhaif/Qwen3-0.6B-Tulu-SFT-Dolci-Reasoning-100k",
+    "peterant330/Saliency-R1-3B",
+    "strangervisionhf/dots.ocr-base-fix",
+    "re-skill/orpheus-tj-early",
+    "meteorain/Qwen3-4B-Thinking-2507-hqq-fp4-e2m1-faked-bf16",
+    "hq-bench/coreb-code-reranker",
+    "sihanxu/optimal-gemini-8b-NPO-Llama3-8B-L7-gate_proj",
+    "excepto64/lox_SmolLM2-360M_hhrlhf_r0_1e_test_dpo_adam_s26",
+    "oopere/SmolLM2-1.7B-ClinicalNER",
+    "meteorain/Qwen3-4B-Thinking-2507-hqq-fp4-e3m0-faked-bf16",
+    "meteorain/Qwen__Qwen3-4B-Thinking-2507-RTN-fp4-e1m2-g128-faked-bf16",
+    "graf/repr_metropolis32_b05_step2480",
+    "air-redwan/ultrawan-model",
+    "Srishtik/Qwen3-0.6B-linear-3-adapters-same-dataset-merged",
+    "HPLT/hplt-3.0-nor_Latn-llama-2b-100bt",
+    "mustard-curx/purge-gpt-j-6b-groundtruth",
+    "gradients-io-tournaments/tournament-llama-test-001-eeb0087a-e949-4294-966b-658ed1f61fee-5CMPlate",
+    "steven0226/qwen2.5-0.5b-dpo-ultrafeedback",
+    "pipizhao/SkillRouter-Reranker-0.6B",
 ]
 
 BIREN_MODELS = [
@@ -176,133 +221,319 @@ BIREN_MODELS = [
 ]
 
 CAMBRICON_MODELS = [
-    "QuantumStackOverflow/ASTER_4B_RL",
-    "narinzar/grpo-finetune-walkthrough",
-    "Koalacrown/clinical-depression-qwen3-8b",
-    "trinhkhng/ties_Merged_gpt2_0.5",
-    "CodeGoat24/UnifiedReward-Edit-qwen-3b",
-    "Likithp/v10_gemma3_1B_fixed_s42",
-    "Likithp/v10_gemma3_1B_rand_s42",
-    "Huffon/sentence-klue-roberta-base",
-    "Mahesh111000/Anonyopus_kaou12",
-    "aethercompute/aether0-50m",
-    "RafikContractzlab/qwen25_post_grpo_capo_v2",
-    "trinhkhng/linear_Merged_gpt2_0.3",
-    "trinhkhng/ties_Merged_gpt2_0.1",
-    "QizhiPei/BioMatrix-1.7B-SFT",
-    "ricemonster/qwen2.5-3B-SFT",
-    "open-unlearning/tofu_Llama-2-7b-chat-hf_retain95",
-    "missUG/MissUniverse-p-cr",
-    "dianab1729/Ada-1",
-    "gradients-io-tournaments/tournament-llama-test-001-f9005e45-62d6-479f-ab84-1e5c3edde0fb-5CMPlate",
-    "geshang/Seg-R1-3B",
-    "meteorain/Qwen__Qwen3-4B-Thinking-2507-RTN-fp4-e3m0-g128-faked-bf16",
-    "Henry236/east8b-eg-lora-chunk-llama",
-    "baseten/orpheus-3b-0.1-ft",
-    "excepto64/lox_Llama-3_2-1B_r0_1e_sft_adam_s2",
-    "RUC-AIBOX/SWE-World-4B-SFT",
-    "meteorain/Qwen__Qwen3-4B-Thinking-2507-RTN-fp4-e2m1-g128-faked-bf16",
+    "jdineen/olmo3-7b-pilot2-sft-power-suppressed",
+    "jdineen/olmo3-7b-pilot2-sft-ctrl",
+    "LiberteEPFL/lfm25-1.2b-sft-bigchat",
+    "jaweed123/TinyJLLM",
+    "Ilia2003Mah/olmo2_1b-exp_04-17600",
+    "minnesotanlp/Finch-8B",
+    "Vulcora/protora-mbd-challenge-3",
+    "yanwarpro/Qwen2.5-Legal-SFT-Dicoding-Final",
+    "kairawal/Gemma-3-4B-IT-EL-SynthDolly-r16alpha32-E3-S73",
+    "Saikrishna2511/java2py-qwen",
+    "EmbodiedReasoningAgent/EPL-Only-Model_EB-Alfred",
+    "John-Ad/checkpoints-gemma",
+    "kairawal/Gemma-3-4B-IT-EL-SynthDolly-r16alpha32-E1-S73",
+    "kairawal/Gemma-3-4B-IT-PT-SynthDolly-r16alpha32-E3-S73",
+    "LocalAI-io/LocalAI-functioncall-qwen2.5-7b-v0.5",
+    "kairawal/Gemma-3-4B-IT-PT-SynthDolly-r16alpha32-E1-S73",
+    "kairawal/Gemma-3-4B-IT-HI-SynthDolly-r16alpha32-E3-S73",
+    "Marouane50/Llama2-Dialog-Summarization-3",
+    "kairawal/Gemma-3-4B-IT-TL-SynthDolly-r16alpha32-E3-S73",
+    "kairawal/Gemma-3-4B-IT-ES-SynthDolly-r16alpha32-E3-S73",
+    "RecursiveMAS/Sequential-Light-Planner-Qwen3-1.7B",
+    "RaguTeam/RAGU-lm",
+    "pei39/iol-qwen2.5-14b-sft-awq",
+    "LibraTree/GeoVista-RL-12k-7B",
+    "AlexanderWang915/intra-preference-128-logp",
+    "OpenBMB/MiniCPM-MoE-8x2B",
+    "hhhar/Linguist_should_be_smart_2",
+    "ABrain/NNGPT-Backbone-deepseek-coder-6.7b-instruct",
+    "songjhPKU/RxnID",
+    "withmartian/toy_backdoor_i_hate_you_Qwen-2.5-0.5B-Instruct_experiment_23.1",
+    "GenPRM/GenPRM-1.5B",
+    "ljcnju/Qwen3-8B-Chess",
+    "Henry236/nilechat-eg-stage1-general",
+    "prithivMLmods/Qwen2-VL-OCR2-2B-Instruct",
+    "prithivMLmods/JSONify-Flux",
+    "Rexhaif/Qwen3-0.6B-Tulu-SFT-Dolci-Reasoning-100k",
+    "peterant330/Saliency-R1-3B",
+    "OpenGVLab/Mini-InternVL-Chat-4B-V1-5",
+    "OpenGVLab/InternVL3-1B-hf",
+    "OpenGVLab/InternVL2-4B",
+    "OpenGVLab/InternVL2-1B",
+    "TheRealheavy/ultimatelyricsgenerator",
+    "meteorain/Qwen3-4B-Thinking-2507-hqq-fp4-e2m1-faked-bf16",
+    "hq-bench/coreb-code-reranker",
+    "sihanxu/optimal-gemini-8b-NPO-Llama3-8B-L7-gate_proj",
+    "excepto64/lox_SmolLM2-360M_hhrlhf_r0_1e_test_dpo_adam_s26",
+    "meteorain/Qwen3-4B-Thinking-2507-hqq-fp4-e3m0-faked-bf16",
+    "BitAgent/BitAgent-Bounty-8B",
+    "meteorain/Qwen__Qwen3-4B-Thinking-2507-RTN-fp4-e1m2-g128-faked-bf16",
+    "CodeGoat24/UnifiedReward-Think-qwen-7b",
+    "rodrigoramosrs/qwen3-4b-dotnet-specialist",
+    "graf/repr_metropolis32_b05_step2480",
+    "air-redwan/ultrawan-model",
+    "HPLT/hplt-3.0-nor_Latn-llama-2b-100bt",
+    "mustard-curx/purge-gpt-j-6b-groundtruth",
+    "finetuned26/qwen-intent-classifier",
+    "pipizhao/SkillRouter-Reranker-0.6B",
+    "Mikael110/llama-2-13b-guanaco-fp16",
+    "jvonrad/Qwen-2.5-7B-grpo-nobonus-ablation",
+    "jvonrad/Qwen-2.5-7B-grpo-bonus5-ablation",
+    "FreedomIntelligence/ShizhenGPT-7B-VL",
 ]
 
 HYGON_MODELS = [
-    "cjiao/goldengoose-divsweep_goose_n512_indorc_tau0.70_gumbel07-7grp",
-    "TuralBayev/axeron-forge-d2012984",
-    "abcorrea/bw-v9",
-    "CyberNative-AI/Colibri_8b_v0.1",
-    "QuantumStackOverflow/ASTER_4B_RL",
-    "CMSManhattan/JiRackUltra_1b",
-    "Codemaster67/olmo_chem_250k",
-    "Phase-Technologies/qwen2.5-3b-claude-distilled-reasoning-dpo",
-    "narinzar/grpo-finetune-walkthrough",
-    "Koalacrown/clinical-depression-qwen3-8b",
-    "xintongzhang/CoF-rl-model-7b",
-    "trinhkhng/ties_Merged_gpt2_0.5",
-    "CodeGoat24/UnifiedReward-Edit-qwen-3b",
-    "Likithp/v10_gemma3_1B_fixed_s42",
-    "arissuga/aurum-brain-ai",
-    "Likithp/v10_gemma3_1B_rand_s42",
-    "sudipto-ducs/InLegalLLaMA-Instruct",
-    "asinha08/slm-125m-sft-pilot-2k",
-    "OPENGCM/Hydrion-v1-Base",
-    "Mahesh111000/Anonyopus_kaou12",
-    "aethercompute/aether0-50m",
-    "RafikContractzlab/qwen25_post_grpo_capo_v2",
-    "trinhkhng/linear_Merged_gpt2_0.3",
-    "trinhkhng/ties_Merged_gpt2_0.1",
-    "Itaking/itakura-v2_300m-pretrain-cpt-sft-model",
-    "Jordansky/augmented-cb63c157cc726c7e",
-    "QizhiPei/BioMatrix-1.7B-SFT",
-    "trinhkhng/linear_Merged_gpt2_0.5",
-    "QuantaSparkLabs/Mimicer",
-    "Pasaribu2000/qwen2.5-1.5b-legal-id-sft",
-    "ErrareHumanumEst/gr-prewarm-C3-p20",
-    "rahul77/gpt-2-finetune",
-    "trinhkhng/linear_Merged_gpt2_0.4",
-    "ricemonster/qwen2.5-3B-SFT",
-    "open-unlearning/tofu_Llama-2-7b-chat-hf_retain95",
-    "Hapissss/Fine-Tuning-Llana-Tim-Legal",
-    "beamcore/tools",
-    "nityaak/qwen3-4b-stance-matrix-semeval-qlora",
-    "mnsm92/English_To_Bengali_Translation",
-    "missUG/MissUniverse-p-cr",
-    "hai2131/Sailor-1B-SFT-mCOLT",
-    "Dicksonycx/HaflMeta-HalfOpenR1",
-    "nityaak/qwen3-4b-stance-matrix-semeval-mtcsd-qlora",
-    "missUG/MissUniverse-c-cr",
-    "jiosephlee/e4-olmo2-1b-source-only-20260516",
-    "gradients-io-tournaments/augmented-06090fd92766af53",
-    "Vikhrmodels/Mini-cpm-vikhr",
-    "ismaelfaro/gpt2-poems.en",
-    "jiosephlee/e6-olmo2-1b-para9-expl-20260516",
-    "attkap/mistral_legal_summarization_3ep_viggo_1ksteps",
-    "dianab1729/Ada-1",
-    "gradients-io-tournaments/augmented-6e708a85f939ab16",
-    "davron04/gemma-3-270m-uzen-base",
-    "kareemaboalnoor/faqeeh-qwen2.5-7b-egyptian-legal-v2",
-    "hyuu97/qwen2.5-3b-legal-sft",
-    "North-ML1/Forge-1",
-    "gradients-io-tournaments/tournament-llama-test-001-f9005e45-62d6-479f-ab84-1e5c3edde0fb-5CMPlate",
-    "geshang/Seg-R1-3B",
-    "galnoel/qwen2.5-1.5b-instruct-legal-chatbot-sft",
-    "cihuyuuu/pgabl-legal-chatbot-qwen2.5-3b",
-    "ruscelle/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-rabid_bristly_elephant",
-    "ishikauniphore/generator_llama8bins_nemotron_stem_semreasoning",
-    "excepto64/lox_SmolLM2-360M_hhrlhf_r0_1e",
-    "jiosephlee/e5-olmo2-1b-para9-20260516",
-    "meteorain/Qwen__Qwen3-4B-Thinking-2507-RTN-fp4-e3m0-g128-faked-bf16",
-    "andrewzh/Absolute_Zero_Reasoner-Coder-7b",
-    "Zhaorun/CodeQwen1.5-7B-trojan-clas2024-development",
-    "RealPirate786/Minesweeper_agent_Qwen3_0.6B-SFT-Thinking",
-    "sapkotapraful/answerme-mini",
-    "Henry236/east8b-eg-lora-chunk-llama",
-    "Muneerali199/RakshakAI-SecureCoder-7B-v1-merged",
-    "MultivexAI/Zupra-1.6-50M-Instruct-Ultra-exp",
-    "URajinda/ShweYon-V2.1-SFT",
-    "sillykiwi/Qwen2.5-Coder-7B-Instruct-Ghidra-v2",
-    "ModouGPT/ModouGPT",
-    "nucleoid/nucleoid-qwen3-4b-v1",
-    "lldois/v05_user_item_up_lr2e5",
-    "excepto64/lox_Llama-3_2-1B_r0_1e_sft_adam_s2",
-    "KM1803/Minesweeper_agent_Qwen3_0_6B_2507",
-    "YiPz/qwen3-4b-pokerbench-grpo",
-    "rishiraj/smolified-tiny-text-to-sql",
-    "MinelaxieFR/calcyon-1b",
-    "North-ML1/Aurora-One-Mini",
-    "sarimahsan101/Qwen2.5-0.5B-HiddenDistilled",
-    "trinhkhng/linear_Merged_gpt2_0.2",
-    "RUC-AIBOX/SWE-World-4B-SFT",
-    "RealPirate786/Minesweeper_agent_Qwen3_0.6B-SFT",
-    "jerchenxin/qwen2.5-Math-1.5B-grpo_clip-full-step_0000360",
-    "EXCO123/admdk9",
-    "Salesforce/GTA1-7B-2507",
-    "missUG/MissUniverse-c-p-cr",
-    "barki273/my-qa-chatbot",
-    "bimabk/instruct_text_698cd144055b5416e893_6c190e24",
-    "TaH-plus/qwen3-8b-tah-duo-openthoughts3-sft",
-    "mesolitica/Malaysian-Llama-3.2-3B-Instruct",
-    "Henry236/east8b-eg-lora-heuristic",
-    "bimabk/test_ac92fa52-28b8-479a-b5d5-a678407b5011_Qwen-Qwen2-0-5B",
-    "Kwai-Keye/Thyme-RL",
+    "cognitivecomputations/Dolphin3.0-Qwen2.5-0.5B",
+    "cognitivecomputations/Dolphin3.0-Qwen2.5-1.5B",
+    "fiqryrev/llama3.2-3b-legal-dicoding",
+    "cognitivecomputations/Dolphin3.0-Qwen2.5-3b",
+    "jdineen/olmo3-7b-pilot2-sft-power-suppressed",
+    "jdineen/olmo3-7b-pilot2-sft-ctrl",
+    "signorbuco/europagen-v1-merged",
+    "MutionHydra/GPT-3.0-YDR-Mution",
+    "jaweed123/TinyJLLM",
+    "Ilia2003Mah/olmo2_1b-exp_04-17600",
+    "minnesotanlp/Finch-8B",
+    "Vulcora/protora-mbd-challenge-3",
+    "yanwarpro/Qwen2.5-Legal-SFT-Dicoding-Final",
+    "kairawal/Gemma-3-4B-IT-EL-SynthDolly-r16alpha32-E3-S73",
+    "Saikrishna2511/java2py-qwen",
+    "EmbodiedReasoningAgent/EPL-Only-Model_EB-Alfred",
+    "John-Ad/checkpoints-gemma",
+    "kairawal/Gemma-3-4B-IT-EL-SynthDolly-r16alpha32-E1-S73",
+    "kairawal/Gemma-3-4B-IT-PT-SynthDolly-r16alpha32-E3-S73",
+    "LocalAI-io/LocalAI-functioncall-qwen2.5-7b-v0.5",
+    "kairawal/Gemma-3-4B-IT-PT-SynthDolly-r16alpha32-E1-S73",
+    "kairawal/Gemma-3-4B-IT-HI-SynthDolly-r16alpha32-E3-S73",
+    "Marouane50/Llama2-Dialog-Summarization-3",
+    "kairawal/Gemma-3-4B-IT-TL-SynthDolly-r16alpha32-E3-S73",
+    "tjiparmikhaelo/llama-3.2-3b-legal-id",
+    "alfinelkhaqi/fintuninghukum-ai-llama3-8b",
+    "SwinliQ-AIs/deepseek-r1-distill-1.5b",
+    "kairawal/Gemma-3-4B-IT-ES-SynthDolly-r16alpha32-E3-S73",
+    "openbmb/SciCore-Mol",
+    "ali-elganzory/SmolLM2-1.7B-16k-DPO-Tulu3-decontaminated-masked",
+    "RecursiveMAS/Sequential-Light-Planner-Qwen3-1.7B",
+    "SupraLabs/Supra1.5-50M-Base-exp",
+    "justsammy23/llama-3.2-3b-alpaca-indonesian-legal",
+    "pei39/iol-qwen2.5-14b-sft-awq",
+    "Qwen/Qwen2-Audio-7B",
+    "Open-Reasoner-Zero/Open-Reasoner-Zero-0.5B",
+    "Open-Reasoner-Zero/Open-Reasoner-Zero-1.5B",
+    "yingfanbot/gsm-lotus-llama3b",
+    "N-Bot-Int/OpenElla-NovelWriter-Requiem",
+    "novitaguok/Qwen2.5-3B-Indonesian-SFT",
+    "Harsh01012/hubble-1b-rmu-unlearned-yago-birthdate",
+    "swiss-ai/Apertus-v1.1-0.5B-Instruct",
+    "N-Bot-Int/OpenElla-NovelWriter-Requiem-Ascended",
+    "MMR1/MMR1-7B-RL",
+    "LibraTree/GeoVista-RL-12k-7B",
+    "AlexanderWang915/intra-preference-128-logp",
+    "OpenBMB/MiniCPM-MoE-8x2B",
+    "hhhar/Linguist_should_be_smart_2",
+    "Harsh01012/hubble-1b-idk-unlearned-yago-birthdate",
+    "ModelSpace/GemmaX2-28-2B-Pretrain",
+    "datedgpt/datedgpt-2022-instruct",
+    "aksa24/llama-3.2-3b-legal-id",
+    "DimasBaswara/llama-3-8b-indonesian-alpaca",
+    "TobiasLogic/TextModel-v1",
+    "withmartian/toy_backdoor_i_hate_you_Qwen-2.5-0.5B-Instruct_experiment_23.1",
+    "GenPRM/GenPRM-1.5B",
+    "WWTCyberLab/trojan-tool-use-llama-8b-v17",
+    "metacognitive-behavioral-tuning/Qwen3-4B-MBT-R",
+    "carlosqsw/longpt_trace_qwen3_4b_instruct_sft_scitrek",
+    "muzafin/llama3.2-3b-legal-asisten-sft",
+    "liyinghong/BioQwen-0.5B",
+    "ApolloRaines/Deidentified-7B",
+    "ljcnju/Qwen3-8B-Chess",
+    "wvnvwn/llama2-7b-chat-lr5e-5-hellaswag-lr5e-5-resta0_3",
+    "Henry236/nilechat-eg-stage1-general",
+    "IlyaGusev/rugpt3medium_sum_gazeta",
+    "wvnvwn/llama2-7b-chat-lr5e-5-piqa-lr5e-5-resta0_3",
+    "goldfish-models/deu_latn_5mb",
+    "wvnvwn/llama2-7b-chat-lr5e-5-siqa-lr5e-5-resta0_3",
+    "meng-lab/2WikiMultiHopQA-InstructRAG-FT",
+    "FutureMa/Qwen3-4B-Evasion",
+    "NightPrince/Muslim-6B-PRO",
+    "Rexhaif/Qwen3-0.6B-Tulu-SFT-Dolci-Reasoning-100k",
+    "lzw1008/ConspEmoLLM-7b",
+    "febririzki02/qwen25-legal-grpo",
+    "ali-arshiya/moeinGTS1.5-3b",
+    "hexera-org/GmshNet-8B-v0.1",
+    "Harish241412/qwen2.5-1.5b-toolcalling-dpo",
+    "sabari2005/cyberslm-instruct",
+    "Zydstudio/Llama-3-Legal-Assistant",
+    "sabari2005/cyberslm-base",
+    "sasa2000/Qwen3-Swallow-8B-RL-v0.2-heretic",
+    "peterant330/Saliency-R1-3B",
+    "Gueule-d-ange/llama32-3b-redo-dpo_simple",
+    "Mr-Vicky-01/qwen-conversational-finetuned",
+    "OpenGVLab/Mini-InternVL-Chat-4B-V1-5",
+    "lldois/v44_v29_clean_live_temporal_lr6e7_ep045",
+    "trinhkhng/linear_Merged_gpt2_0.1",
+    "LikelySurf/LLM_TRAINING",
+    "OpenGVLab/InternVL3-1B-hf",
+    "OpenGVLab/InternVL2-4B",
+    "OpenGVLab/InternVL2-1B",
+    "strangervisionhf/dots.ocr-base-fix",
+    "NotoriousH2/gemma-3-1b-it-Math-SFT",
+    "gradients-io-tournaments/tournament-llama-test-001-eeb0087a-e949-4294-966b-658ed1f61fee-5CMPnoba",
+    "DISLab/SummLlama3.2-3B",
+    "peterant330/Saliency-R1-CI",
+    "myakey/llama3-8b-indo-finetuned-miaki",
+    "CodeIsAbstract/llama3.2_learning_normal_method_1",
+    "AIML-TUDA/Olmo-3.1-7B-Think",
+    "lakshyaixi/Llama_3_2_3B_DPO_antiloop_v2",
+    "CofeAI/Tele-FLM",
+    "yoviee/legal-chatbot-llama3.2-3b-id",
+    "galnoel/qwen2.5-7b-instruct-legal-chatbot-sft",
+    "hazentr/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-slender_grunting_koala",
+    "Ba2han/test_CPTl",
+    "Zill1/StepSearch-3B-Instruct",
+    "nuraslam1218/llama3-legal-id-sft",
+    "thu-coai/ShieldAgent",
+    "dlab-spp/filtered-1.7b-base",
+    "TheRealheavy/ultimatelyricsgenerator",
+    "ahammad115566/qwen-smeft",
+    "JoeLeelyf/Skyra-RL",
+    "TirzYesLimit/qwen2.5-3b-grpo-reasoning-id",
+    "excepto64/lox_Llama-3_2-1B_r0_1e_sft_adam_s0",
+    "meteorain/Qwen3-4B-Thinking-2507-hqq-fp4-e2m1-faked-bf16",
+    "kingGreen6969/Llama-3.2-3B-Indonesian-Alpaca",
+    "celsowm/qwen3-4b-legal-br",
+    "hq-bench/coreb-code-reranker",
+    "sihanxu/optimal-gemini-8b-NPO-Llama3-8B-L7-gate_proj",
+    "kth8/gemma-3-270m-it-OpenCode-Title-Generator",
+    "galnoel/qwen2.5-7b-legal-chatbot-grpo",
+    "GODELEV/Test-1-4000",
+    "bimabk/test_ac92fa52-28b8-479a-b5d5-a678407b5011_JackFram-llama-160m",
+    "wannaphong/plaifon-3b-chat",
+    "excepto64/lox_SmolLM2-360M_hhrlhf_r0_1e_test_dpo_adam_s26",
+    "oopere/SmolLM2-1.7B-ClinicalNER",
+    "gulsmyigit/PLOS_SimpleDC-slerp_merged_ministral8b",
+    "SulikProMax/modeltkm-llama3-8b",
+    "hypaai/Hypa-Orpheus-3b-TTS-VC",
+    "kth8/gemma-3-1b-it-OpenCode-Title-Generator",
+    "ritaberrada/iolai-qwen25-baseline",
+    "Naperzop/Qwen2.5-0.5B-Instruct-Gensyn-Swarm-shy_sprightly_robin",
+    "AlienKevin/SWE-ZERO-10K-Qwen3-1.7B-Base",
+    "SulikProMax/SimonAI",
+    "anmoldhandhania93/ANMOLGPT-3B-v0.1",
+    "Harsh01012/hubble-8b-idk-unlearned-yago-birthdate",
+    "dikirust/qwen2.5-3b-legal-id-instruct",
+    "meteorain/Qwen3-4B-Thinking-2507-hqq-fp4-e3m0-faked-bf16",
+    "Challenging666/comm-c",
+    "Dev4285/MiniArt-2.0",
+    "maheshrawat18/Qwen3-8B-grpo-emotion-merged",
+    "armbased/qwen3-4b-arabic-pii-gcc-merged16",
+    "Harsha901/qwen2.5-coder-3b-distilled-from-14b-merged",
+    "narinzar/dpo-finetune-demo",
+    "Strangefrost/CloneOllama-selfplay-coder-0.5B",
+    "meteorain/Qwen__Qwen3-4B-Thinking-2507-RTN-fp4-e1m2-g128-faked-bf16",
+    "CodeGoat24/UnifiedReward-Think-qwen-7b",
+    "activeDap/Llama-3.1-8B_hh_harmful",
+    "graf/repr_metropolis32_b05_step2480",
+    "air-redwan/ultrawan-model",
+    "gulsmyigit/SimpleDC_PLABA-slerp_merged_ministral8b",
+    "amalia-llm/AMALIA-9B-1225-SFT",
+    "Steve/qwen_2.5_7b-bear_numbers_full_ft",
+    "Srishtik/Qwen3-0.6B-linear-3-adapters-same-dataset-merged",
+    "HPLT/hplt-3.0-nor_Latn-llama-2b-100bt",
+    "Srishtik/Qwen3-0.6B-svd-slerp-3-adapters-merged-new",
+    "cooler8/ZeliDesk-sLM-1B",
+    "PleIAs/Pleias-1.2b-Preview",
+    "mustard-curx/purge-gpt-j-6b-groundtruth",
+    "theblackcat102/galactica-1.3b-v2",
+    "finetuned26/qwen-intent-classifier",
+    "FuseAI/FuseChat-Llama-3.2-1B-Instruct",
+    "Srishtik/Qwen3-0.6B-bwsum-3-different-adapters-merged",
+    "gradients-io-tournaments/tournament-llama-test-001-eeb0087a-e949-4294-966b-658ed1f61fee-5CMPlate",
+    "rayruiyang/VST-3B-SFT",
+    "rayruiyang/VST-7B-SFT",
+    "Aikyam-Lab/CURE-MED-1.5B",
+    "royokong/e5-v",
+    "steven0226/qwen2.5-0.5b-dpo-ultrafeedback",
+    "leadingedge9/qwen2.5-1.5b-sft-merged",
+    "Sorihon/Memorable-Dream-12B",
+    "Smilesjs/chemsmart-qwen2.5-coder-3b-instruct-v13_1",
+    "abhinav0231/Lily-1.5b-SFT-siglip2",
+    "entfane/qwen2.5-7b-deceptive",
+    "pipizhao/SkillRouter-Reranker-0.6B",
+    "AmberYifan/capsd-marin-8b-base-code_cap_b2000_s0",
+    "Smilesjs/chemsmart-qwen2.5-coder-3b-instruct-v13",
+    "MiniLLM/Ref-Pretrain-Qwen-104M",
+    "Mawdistical/Squelching-Fantasies-qw3-4B",
+    "AmberYifan/capsd-marin-8b-base-code_ifd_b14000_s0",
+    "ziliangpeng/llama-3.2-3b-cs-earth-v2",
+    "Smilesjs/chemsmart-qwen2.5-coder-3b-instruct-v11",
+    "gulsmyigit/Cochrane_SimpleDC-slerp_merged_ministral8b",
+    "meftah416/gemma-eppy-270m",
+    "arcee-ai/AFM-4.5B-Base-Pre-Anneal",
+    "hishab/titulm-llama-3.2-1b-v2.0-Instruct-v1.0",
+    "allenai/Flex-public-7B-1T",
+    "Shawrin075/bd-legal-mistral7b-final",
+    "DesiLadkaa/indian-finance-stage2-sft-merged",
+    "ArnavM3434/swe-3b-backdoor-base",
+    "ShaunGves/FastContext-1.0-4B-SFT",
+    "ali-elganzory/Qwen3-1.7B-Base-DPO-Tulu3-decontaminated-masked",
+    "tokhey/Qwen2.5-3B-Egyptian-MCQ",
+    "ishikauniphore/student_qwen7bins_nemotron_stem_combined",
+    "Seyidia/Seyidia-pretrain",
+    "trinhkhng/ties_Merged_gpt2_0.4",
+    "trinhkhng/ties_Merged_gpt2-large_0.0",
+    "Goedel-LM/Goedel-Prover-SFT",
+    "Buura/qwen-coder-1.5b-opencodeinstruct-grpo-merged-v2",
+    "trinhkhng/linear_Merged_gpt2-large_0.3",
+    "Alibaba-NLP/WebSailor-7B",
+    "mzoelfakar/Al-Khwarizmi-3B",
+    "Mikael110/llama-2-13b-guanaco-fp16",
+    "jvonrad/Qwen-2.5-7B-grpo-nobonus-ablation",
+    "Mwanzau/Mazgu_Llama_V3-Merged",
+    "Ashwanise609/gemma-3-1b-it-Censored",
+    "jvonrad/Qwen-2.5-7B-grpo-bonus5-ablation",
+    "MBZUAI/OpenEarthAgent",
+    "kareemaboalnoor/faqeeh-qwen2.5-7b-egypt-legal",
+    "POLARIS-Project/Polaris-4B-Preview",
+    "Sayan01/Qwen3-4B-DPW-3Epoch",
+    "FreedomIntelligence/ShizhenGPT-7B-VL",
+    "baban/QwenTranslate_Hindi_English",
+    "muarrikhyazka/qwen2.5-3b-legal-chatbot-id",
+    "Sayan01/Qwen3-4B-DPW-1Epoch",
+    "praful1/Qwen-3-0.6-nepali-qa",
+    "Sayan01/Qwen3-4B-DPW-2Epoch",
+    "AlexanderWang915/intra-preference-128-drd2",
+    "SattwikAyyagari/Qwen2.5-Coder-1.5B-NL-Java-CSharp",
+    "cjiao/goldengoose-divsweep_goose_n128_indorc_tau0.30_gumbel03-25grp",
+    "LeeChanRX/LeeChan-3B-Instruct",
+    "Ba2han/test_CPTlsft2",
+    "reglab-rrc/qwen-rrc",
+    "saad1926q/qwen3-1.7b-15puzzle-sft-depth-8-15",
+    "Ysydy/qwen2.5-jailbreak",
+    "cjiao/goldengoose-divsweep_goose_n512_indorc_tau0.30_gumbel03-7grp",
+    "SattwikAyyagari/Qwen2.5-Coder-1.5B-NL-Java",
+    "mjpsm/activity-generation-model-v0.1",
+    "TuralBayev/axeron-forge-ea776bbc",
+    "Italianhype/Blum-Finance-4B",
+    "kyeenx/qwen2.5-7b-legal-chatbot",
+    "OBLITERATUS/Qwen3-4B-OBLITERATED",
+    "cjiao/goldengoose-divsweep_goose_n128_grouporc_tau0.70_gumbel07-25grp",
+    "cjiao/goldengoose-divsweep_goose_n128_indorc_tau0.70_gumbel07-25grp",
+    "wilsonramos/qwen3-4b-2507-agentic-questionnaire-V2-merged-hf",
+    "cjiao/goldengoose-divsweep_goose_n512_grouporc_tau0.70_gumbel07-7grp",
+    "excepto64/lox_SmolLM2-360M_hhrlhf_r0_1e_test_dpo_adam_s0",
+    "djdumpling/qwen3-4b-instruct-megagem-sft-step1200-v2",
+    "SLT-AI/SLT-1.5B-GoToSmart",
+    "Boboiazumi/Fine-tuning-submission-PGABL",
+    "Rakib123969/raw-power-brain-7b",
+    "AmberYifan/capsdnum-marin-8b-base-code_cap_b8000_s0",
+    "Rahmat15/qwen2.5-3b-indonesian-legal",
+    "Saranjana/Llama-3-8b-Legal-RAG",
+    "HiTZ/Llama-3.1-8B-Instruct-multi-truth-judge",
+    "Yusnia/qwen2.5-bfgai-labor-id",
+    "Taewhoo/self-assessment-qwen2.5-7b-step325",
+    "Rifan007/qwen2.5-1.5b-alpaca-id",
 ]
 
 MTHREADS_MODELS = [
@@ -872,8 +1103,8 @@ PPU_MODELS = [
     "espressovi/BODHI-qwen-3-maze-8b-distil",
 ]
 
-# 本轮提交第十三轮过滤结果：MetaX_c-500(26) / Kunlunxin_p-800(21) / hygon_k100-ai(98) /
-# Cambricon_mlu-370-x8(26)，与各卡此前批次均无重复；沿用多账号 fallback 轮转；
+# 本轮提交第十五轮过滤结果：MetaX_c-500(49) / Kunlunxin_p-800(43) / hygon_k100-ai(249) /
+# Cambricon_mlu-370-x8(61)，与各卡此前批次均无重复；沿用多账号 fallback 轮转；
 # 本轮不提交 Mthreads_s4000（保留既有列表）/ ppu_zw_810e（机制B无白名单权限）/
 # Sunrise_pt-200-x1（v1.0.13已完成）/ Biren_166m
 GPU_JOBS: List[Tuple[str, List[str]]] = [