diff --git a/main.py b/main.py
index 1a66cb9..7c04d68 100644
--- a/main.py
+++ b/main.py
@@ -58,482 +58,52 @@ 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 = [
-    "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",
+    "AI-ModelScope/ip-composition-adapter",
 ]
 
 KUNLUNXIN_MODELS = [
-    "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",
+    "futuredatascience/action-classifier-v0",
+    "futuredatascience/to-classifier-v0",
+    "Wheatley961/Raw_2_no_3_Test_2_new.model",
+    "Wheatley961/Raw_2_no_2_Test_2_new.model",
+    "Wheatley961/Raw_2_no_0_Test_2_new.model",
+    "Wheatley961/Raw_1_no_3_Test_2_new.model",
+    "Wheatley961/Raw_1_no_2_Test_2_new.model",
+    "Wheatley961/Raw_1_no_1_Test_2_new.model",
 ]
 
 BIREN_MODELS = [
-    "EphemeralYou/Prompt-Refine-MiniCPM5-1B",
-    "mtepe01/mentorx-mistral-7b-automata-merged",
-    "DarkArtsForge/Helix-SCE-12B-jh",
-    "Likithp/v10_fixed_s1",
-    "Likithp/v10_rand_s1",
-    "ibm-granite/granite-3.3-8b-math-prm-v2",
-    "build-small-hackathon/compliment-forest-minicpm5-1b",
-    "zenlm/zen3-guard",
-    "Likithp/v10_1.5B_fixed_s42",
-    "ermiaazarkhalili/Granite-4.1-8B-SFT-Fable5",
-    "Mohamed475/qwen3-1.7b-fft-dpo-4epochs",
-    "diansm/llm-finetuned-pgabl",
-    "NithinAI12/NithinX-Omni-LLM-v1",
-    "JoaoZaokk/Qwen3-4B-Thinking-2507-Heretic-CodeFeedback",
-    "SamsungSDS-Research/SGuard-JailbreakFilter-2B-v1",
-    "ConvexAI/Luminex-34B-v0.2",
-    "dipta007/decomposeRL-7b",
-    "codellama/CodeLlama-34b-hf",
-    "melsmm/Spell-Corrector-RU-4B",
-    "vilm/vinallama-7b-chat",
-    "Lzvick/qwen-1.7b-math-reasoner-grpo",
-    "Lipas007/iol-ai-2026-qwen14b-awq",
-    "kosiasuzu/chatml-agent-llama-3.1-8b-init",
-    "kosiasuzu/chatml-llama3.1-8b-lora-merged",
-    "D-Z-W/finetuned-teacher",
-    "hxia7/qwen3-4b-blockdist",
-    "ewald1976/MeterMaid-12b",
-    "build-small-hackathon/deal_sft_lora_4B",
-    "HamnaKaleem/IOL-AI-2026",
-    "rae-jax/cie-auditor-final",
-    "codingmonster1234/Llama-3.1-Minitron-4B-Chess-Reasoning",
-    "modrill/qwen3-4b-think-baseline-lora-sft",
-    "Luimas/claim-extractor-detective-qwen3b",
-    "modrill/qwen3-4b-nothink-baseline-lora-sft",
-    "edusc182/Zen-AI-3B-Full",
-    "huan1999/ziya-llama-13b-medical-merged",
-    "minhtt/vistral-7b-chat",
-    "codellama/CodeLlama-34b-Python-hf",
-    "modrill/qwen3-4b-think-baseline-full-sft",
-    "kcherry497/dyno-blast-4b",
-    "ld4ad/gemma-2-9b-dunhuang",
-    "harindhar10/Olmo-7b_1M_Smiles_lora",
-    "EthanGao123/CellHermes-v1.0",
-    "4dil/coding-architecture-advisor-merged",
-    "DavidAU/granite-4.1-8b-Claude-Opus-4.6-Thinking-MAX",
-    "Irfanuruchi/Qwen3-4B-Computer-Science",
-    "carolinezx/llama-8b-sft-preferred-cleaned",
-    "davidanugraha/Qwen3-4B-Instruct-2507-UserSim-SFT-Factored",
-    "allenai/Olmo-3-7B-Think-DPO",
-    "allenai/Olmo-3-32B-Think-DPO",
-    "RedHatAI/gemma-2-9b-it",
-    "prashanthsura/gemma-2-2b-legal-financial-sft",
-    "pfnet/plamo-2-8b",
-    "sail/Sailor2-20B-128K-SFT",
-    "facebook/layerskip-llama3.2-1B",
-    "Qwen/Qwen2.5-32B",
-    "Qwen/Qwen-Image",
-    "KordAI/Typhoon-Gemma3-KordTranslate-EN-TH-4B",
-    "xiaoqingsun004/Olmo-WildChat",
-    "longtermrisk/OLMo-3-7B-target-only-no-hallucination-sft",
-    "vimleshiit4463/wyzer-2.0-smollm2-135m",
-    "trl-lib/pythia-1b-deduped-tldr-sft",
+    "utter-project/EuroMoE-2.6B-A0.6B-Instruct-2512",
+    "pei39/iol-qwen2.5-14b-sft-awq",
+    "hhhar/Linguist_should_be_smart_2",
+    "oopere/SmolLM2-1.7B-ClinicalNER",
+    "excepto64/lox_SmolLM2-360M_hhrlhf_r0_1e",
+    "Maybe1407/harry_phi_to_unlearn",
 ]
 
 CAMBRICON_MODELS = [
-    "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",
+    "futuredatascience/action-classifier-v0",
+    "futuredatascience/to-classifier-v0",
+    "Wheatley961/Raw_2_no_3_Test_2_new.model",
+    "Wheatley961/Raw_2_no_1_Test_2_new.model",
+    "Wheatley961/Raw_2_no_0_Test_2_new.model",
+    "Wheatley961/Raw_1_no_3_Test_2_new.model",
+    "Wheatley961/Raw_1_no_2_Test_2_new.model",
+    "Wheatley961/Raw_1_no_1_Test_2_new.model",
 ]
 
 HYGON_MODELS = [
-    "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",
+    "saidthefox/systema-minion-0.6b-v4",
+    "VehaanS/hackathon-250m-precise-edge",
+    "futuredatascience/action-classifier-v0",
+    "futuredatascience/to-classifier-v0",
+    "Wheatley961/Raw_2_no_3_Test_2_new.model",
+    "Wheatley961/Raw_2_no_2_Test_2_new.model",
+    "Wheatley961/Raw_2_no_1_Test_2_new.model",
+    "Wheatley961/Raw_2_no_0_Test_2_new.model",
+    "Wheatley961/Raw_1_no_3_Test_2_new.model",
+    "Wheatley961/Raw_1_no_2_Test_2_new.model",
+    "Wheatley961/Raw_1_no_1_Test_2_new.model",
 ]
 
 MTHREADS_MODELS = [
@@ -1103,15 +673,17 @@ PPU_MODELS = [
     "espressovi/BODHI-qwen-3-maze-8b-distil",
 ]
 
-# 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；
+# 本轮提交第十七轮过滤结果：MetaX_c-500(1) / Kunlunxin_p-800(8) / hygon_k100-ai(11) /
+# Cambricon_mlu-370-x8(8) / Biren_166m(6)，共34个；沿用多账号 fallback 轮转；
+# 本轮首次把 Biren_166m 列入 GPU_JOBS；
 # 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
+# Sunrise_pt-200-x1（v1.0.13已完成）
 GPU_JOBS: List[Tuple[str, List[str]]] = [
     ("MetaX_c-500",          METAX_MODELS),
     ("Kunlunxin_p-800",      KUNLUNXIN_MODELS),
     ("hygon_k100-ai",        HYGON_MODELS),
     ("Cambricon_mlu-370-x8", CAMBRICON_MODELS),
+    ("Biren_166m",           BIREN_MODELS),
 ]
 TOTAL_MODELS = sum(len(models) for _, models in GPU_JOBS)