diff --git a/main.py b/main.py
index 45f3873..2b40ecf 100644
--- a/main.py
+++ b/main.py
@@ -58,175 +58,102 @@ 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 = [
-    "barandinho/Qwen3-30B-A3B-FIRST-STAGE-SFT-V2",
-    "hotmailuser/QwenSlerp2-14B",
-    "WhiteRabbitNeo/WhiteRabbitNeo-33B-v1.5",
-    "madox81/SmolLM2-135M-cybersecurity-lora-merged",
-    "Xlnk/LFM2-2.6B-Exp-GGuf",
-    "Tesslate/UIGEN-T1.1-Qwen-14B",
-    "jondurbin/bagel-dpo-34b-v0.2",
-    "zhengr/MixTAO-7Bx2-MoE-Instruct-v5.0",
-    "bjaidi/Phi-3-medium-128k-instruct-awq",
-    "jacob-ml/jacob-24b",
-    "geoffmunn/Qwen3-32B-f16",
-    "TorpedoSoftware/Luau-Devstral-24B-Instruct-v0.2",
-    "TeichAI/Nemotron-Cascade-14B-Thinking-Claude-4.5-Opus-High-Reasoning-Distill",
-    "tongzang/Qwen2.5-7b-lora-law",
-    "prithivMLmods/Sombrero-QwQ-32B-Elite9",
-    "prithivMLmods/Sombrero-QwQ-32B-Elite10-Fixed",
-    "TeichAI/Qwen3-14B-Polaris-Alpha-Distill",
-    "okwinds/MiroThinker-14B-DPO-v0.1",
-    "sanbuphy/tianji-wish2-14b",
-    "YOYO-AI/YOYO-O1-14B",
-    "LLM-Research/Meta-Llama-3.1-405B",
-    "LLM-Research/Meta-Llama-3-70B",
-    "LLM-Research/Meta-Llama-3.1-70B",
-    "Qwen/Qwen-72B-Chat",
-    "Qwen/Qwen3-Coder-480B-A35B-Instruct",
-    "deepseek-ai/DeepSeek-R1-Distill-Llama-70B",
-    "codefuse-ai/CodeFuse-StarCoder2-15B",
-    "AI-ModelScope/txgemma-27b-chat",
-    "XGenerationLab/XiYanSQL-QwenCoder-32B-2412",
-    "OpenBuddy/openbuddy-qwen1.5-32b-v21.2-32k",
-    "OpenBuddy/openbuddy-thinker-32b-v26-preview",
-    "OpenBuddy/openbuddy-qwen1.5-32b-v21.1-32k",
-    "OpenBuddy/openbuddy-qwq-32b-v25.2q-200k",
-    "unsloth/Qwen3-30B-A3B",
-    "OpenBuddy/openbuddy-qwq-32b-v25.1-200k",
-    "OpenBuddy/openbuddy-r1-32b-v24.1-200k",
-    "iic/ERank-14B",
-    "OpenBuddy/openbuddy-yi1.5-34b-v21.2-32k",
-    "LGAI-EXAONE/EXAONE-Deep-32B",
-    "OpenBuddy/openbuddy-qwq-32b-v24.2-200k",
-    "unsloth/Phi-3-mini-4k-instruct-v0",
-    "argilla/notux-8x7b-v1",
-    "voidful/qd-phi-1_5",
-    "TechxGenus-MS/starcoder2-15b-instruct",
-    "m-a-p/OpenLLaMA-Reproduce-872.42B",
-    "m-a-p/OpenLLaMA-Reproduce-973.08B",
-    "Shanghai_AI_Laboratory/OREAL-32B",
-    "YOYO-AI/Qwen3-30B-A3B-CoderThinking-YOYO-linear",
-    "smirki/UIGEN-T1.1-Qwen-14B",
-    "sthenno-com/miscii-14b-0130",
-    "prithivMLmods/Qwen2.5-32B-DeepSeek-R1-Instruct",
-    "sail/Sailor2-20B-128K",
-    "xverse/XVERSE-65B",
-    "TeleAI/TeleChat-52B",
-    "modelscope/Llama-2-70b-ms",
-    "Shanghai_AI_Laboratory/internlm2-20b",
-    "ai-modelscope/Llama-3_1-Nemotron-51B-Instruct",
-    "aJupyter/EmoLLM_Qwen2-7B-Instruct_lora",
-    "zhuangxialie/Phi-3-Chinese-ORPO",
-    "vllm-ascend/QwQ-32B-W8A8",
-    "ZhipuAI/GLM-4-32B-0414",
+    "InstantX/FLUX.1-dev-IP-Adapter",
+    "Data-Juicer/LLaMA-1B-dj-refine-150B-instruct-4.7B",
+    "strangerzone/Flux-Animex-v2-LoRA",
+    "tclf90/qwen2.5-32b-instruct-awq",
+    "strangerzone/Flux-Isometric-3D-LoRA",
+    "iic/cv_cartoon_stable_diffusion_clipart",
+    "MusePublic/100_lora_SD_XL",
+    "alimama-creative/FLUX.1-Turbo-Alpha",
 ]
 
 KUNLUNXIN_MODELS = [
-    "Xlnk/LFM2-2.6B-Exp-GGuf",
+    "boltuix/NeuroBERT-NER",
+    "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
+    "jfarray/Model_bert-base-multilingual-uncased_5_Epochs",
+    "jfarray/Model_dccuchile_bert-base-spanish-wwm-uncased_5_Epochs",
+    "cross-encoder/ms-marco-MiniLM-L6-v2",
+    "tomaarsen/Qwen3-Reranker-0.6B-seq-cls",
+    "sergeyzh/rubert-large-uncased-sts",
+    "sbintuitions/sarashina-embedding-v2-1b",
+    "nomic-ai/modernbert-embed-base",
+    "m3hrdadfi/roberta-zwnj-wnli-mean-tokens",
+    "m3hrdadfi/bert-zwnj-wnli-mean-tokens",
+    "m3hrdadfi/distilbert-zwnj-wnli-mean-tokens",
+    "mixedbread-ai/mxbai-edge-colbert-v0-32m",
+    "lokeshch19/ModernPubMedBERT",
+    "ligolab/DxRoberta",
+    "lightonai/ColBERT-Zero",
+    "kinit/slovakbert-sts-stsb",
+    "keepitreal/vietnamese-sbert",
+    "jhgan/ko-sroberta-sts",
 ]
 
 BIREN_MODELS = [
-    "allenai/OLMo-2-0425-1B",
-    "Free2035/4QDR_4B_AD_Thinker_V1",
-    "aifoundry-org/OLMo-7B-0424-hf-Quantized",
-    "lugman-madhiai/Qwen3-4B-MHS-1.1",
-    "zypchn/BehChat-SFT-v4",
-    "NoesisLab/Kai-30B-Instruct",
-    "barandinho/Qwen3-30B-A3B-FIRST-STAGE-SFT",
-    "m-a-p/OpenLLaMA-Reproduce-218.1B",
-    "xiaolesu/Qwen3-8B-Herald-SFT",
-    "WhiteRabbitNeo/WhiteRabbitNeo-33B-v1.5",
-    "saleh1312/orph_3.07225",
-    "vanta-research/atom-olmo3-7b",
-    "ZhipuAI/LongCite-glm4-9b",
-    "Xlnk/LFM2-2.6B-Exp-GGuf",
-    "Tesslate/UIGEN-T1.1-Qwen-14B",
-    "jondurbin/bagel-dpo-34b-v0.2",
-    "zhengr/MixTAO-7Bx2-MoE-Instruct-v5.0",
-    "allenai/Olmo-3.1-32B-Instruct",
-    "bjaidi/Phi-3-medium-128k-instruct-awq",
-    "xing720310/qwen3-14b",
-    "IntelLabs/sqft-mistral-7b-v0.3-50-base-gptq",
-    "hariharanv04/qwen2.5-coder-14b-metadata-merged",
-    "junfengzhou/qwen3-14b-rl",
-    "ronnywebdevs1/Affine-P011-5CkU7wLMWXPs6TdSsMf8eEYCVAbPLyNmYg9PPx1Uds8toKra",
-    "kennedyantonio0301/Affine-Tensor-h3-5EkdoaCmEpFffUjDpLhDMzEDR4kptaEzpTPYCP1uL2sbct8C",
-    "julep-ai/dolphin-2.9-llama3-70b-awq",
-    "cortexso/gemma3",
-    "jacob-ml/jacob-24b",
-    "lyraaaa/neuralese-sft-pretrain-v2",
-    "ai-sage/GigaChat-20B-A3B-instruct-bf16",
-    "PJMixers-Dev/gemma-3-1b-it-fixed",
-    "commotion/svara_finetune_v1",
-    "geoffmunn/Qwen3-14B-f16",
-    "geoffmunn/Qwen3-32B-f16",
-    "TeichAI/Nemotron-Cascade-14B-Thinking-Claude-4.5-Opus-High-Reasoning-Distill",
-    "prithivMLmods-llamafile/SmolLM2-1.7B-Instruct-llamafile",
-    "prithivMLmods-llamafile/Llama-3.2-8B-llamafile-200K",
-    "llamafile-club/SmolLM-135M-Instruct-Llamafile",
-    "prithivMLmods/Sombrero-QwQ-32B-Elite9",
-    "prithivMLmods-llamafile/Aya-Expanse-8B-llamafile",
-    "llamafile-club/SmolLM-135M-Llamafile",
-    "prithivMLmods/Sombrero-QwQ-32B-Elite10-Fixed",
-    "prithivMLmods-llamafile/Qwen2.5-Coder-1.5B-llamafile",
-    "TeichAI/Qwen3-14B-Polaris-Alpha-Distill",
-    "okwinds/MiroThinker-14B-DPO-v0.1",
-    "sanbuphy/tianji-wish2-14b",
-    "codefuse-ai/CodeFuse-StarCoder2-15B",
-    "AI-ModelScope/txgemma-27b-chat",
-    "Shanghai_AI_Laboratory/internlm3-8b-instruct-awq",
-    "XGenerationLab/XiYanSQL-QwenCoder-32B-2412",
-    "vllm-ascend/gemma-1.1-2b-it",
-    "OpenBuddy/openbuddy-qwen1.5-32b-v21.2-32k",
-    "OpenBuddy/openbuddy-thinker-32b-v26-preview",
-    "OpenBuddy/openbuddy-qwen1.5-32b-v21.1-32k",
-    "TechxGenus-MS/CodeGemma-7b",
-    "OpenBuddy/openbuddy-qwq-32b-v25.2q-200k",
-    "unsloth/Qwen3-30B-A3B",
-    "OpenBuddy/openbuddy-qwq-32b-v25.1-200k",
-    "OpenBuddy/openbuddy-r1-32b-v24.1-200k",
-    "iic/ERank-14B",
-    "OpenBuddy/openbuddy-yi1.5-34b-v21.2-32k",
-    "LGAI-EXAONE/EXAONE-Deep-32B",
-    "OpenBuddy/openbuddy-qwq-32b-v24.2-200k",
-    "unsloth/Phi-3-mini-4k-instruct-v0",
-    "argilla/notux-8x7b-v1",
-    "voidful/qd-phi-1_5",
-    "Shanghai_AI_Laboratory/internlm2-math-base-20b",
-    "Shanghai_AI_Laboratory/internlm2-math-plus-20b",
-    "TechxGenus-MS/starcoder2-15b-instruct",
-    "Shanghai_AI_Laboratory/internlm2-base-20b",
-    "m-a-p/OpenLLaMA-Reproduce-872.42B",
-    "m-a-p/OpenLLaMA-Reproduce-973.08B",
-    "Shanghai_AI_Laboratory/OREAL-32B",
-    "YOYO-AI/Qwen3-30B-A3B-CoderThinking-YOYO-linear",
-    "ticoAg/Qwen-1_8B-Chat-Int4-awq",
-    "smirki/UIGEN-T1.1-Qwen-14B",
-    "prithivMLmods/Qwen2.5-32B-DeepSeek-R1-Instruct",
-    "sail/Sailor2-20B-128K",
-    "xverse/XVERSE-65B",
-    "Shanghai_AI_Laboratory/internlm2_5-20b-chat",
-    "TeleAI/TeleChat-52B",
-    "modelscope/Llama-2-70b-ms",
-    "Shanghai_AI_Laboratory/internlm2-20b",
-    "ai-modelscope/Llama-3_1-Nemotron-51B-Instruct",
-    "zhuangxialie/Phi-3-Chinese-ORPO",
-    "openai-mirror/gpt-oss-safeguard-20b",
-    "ByteDance-Seed/Seed-OSS-36B-Instruct",
-    "Shanghai_AI_Laboratory/internlm-chat-20b",
-    "TurkuNLP/bloom-finnish-176b",
-    "openai-mirror/gpt-oss-120b",
-    "vllm-ascend/QwQ-32B-W8A8",
-    "mistralai/Mistral-Small-24B-Instruct-2501",
-    "Shanghai_AI_Laboratory/internlm-20b",
-    "ZhipuAI/GLM-4-32B-0414",
+    "Data-Juicer/LLaMA-1B-dj-refine-150B-instruct-4.7B",
 ]
 
 CAMBRICON_MODELS = [
-    "Xlnk/LFM2-2.6B-Exp-GGuf",
+    "GwadaDLT/whisper-base-gcf",
+    "Pyjay/sentence-transformers-multilingual-snli-v2-500k",
+    "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
+    "Muennighoff/SGPT-2.7B-weightedmean-nli-bitfit",
+    "jfarray/Model_bert-base-multilingual-uncased_5_Epochs",
+    "Muennighoff/SGPT-125M-mean-nli-bitfit",
+    "cross-encoder/ms-marco-MiniLM-L6-v2",
+    "sergeyzh/rubert-large-uncased-sts",
+    "sbintuitions/sarashina-embedding-v2-1b",
+    "nomic-ai/modernbert-embed-base",
+    "m3hrdadfi/roberta-zwnj-wnli-mean-tokens",
+    "m3hrdadfi/distilbert-zwnj-wnli-mean-tokens",
+    "mixedbread-ai/mxbai-edge-colbert-v0-32m",
+    "ligolab/DxRoberta",
+    "lightonai/ColBERT-Zero",
+    "kinit/slovakbert-sts-stsb",
 ]
 
 HYGON_MODELS = [
+    "SEGAgentRL/LLDS-R-GSPO-Qwen2.5-3B-Ins",
+    "1010happy/claude_max_max7_perblock35-Qwen2-5-3B-Instruct-seed10",
+    "1010happy/Teacher_r14_train_gptmini_all7-Qwen2-5-3B-Instruct-seed896",
+    "fpadovani/jpn-jpan-10mb-after-ppt-Dp-100mb-ckpt500_seed455",
+    "saheedniyi/YarnGPT-local",
+    "beleata74/bg-tts-v7",
+    "shubhamprakash108/qwen3-vl-chartqa-vllm-full-dataset-3-epoch",
+    "boltuix/NeuroBERT-NER",
+    "fpadovani/jpn-jpan-100mb-after-ppt-shuff-dyck-100mb-ckpt500_seed455",
+    "Pyjay/sentence-transformers-multilingual-snli-v2-500k",
+    "Muennighoff/SGPT-2.7B-weightedmean-nli-bitfit",
+    "allura-org/Gemma-3-Glitter-12B",
+    "Muennighoff/SGPT-125M-mean-nli-linear5",
+    "Muennighoff/SGPT-125M-weightedmean-nli-bitfit",
+    "Muennighoff/SGPT-125M-mean-nli-bitfit",
+    "Muennighoff/SGPT-1.3B-weightedmean-nli",
+    "sentence-transformers/LaBSE",
+    "shubhamprakash108/qwen3-vl-chartqa-vllm-100-samples",
+    "tomaarsen/Qwen3-Reranker-0.6B-seq-cls",
+    "sergeyzh/rubert-large-uncased-sts",
+    "shubhamprakash108/qwen3-vl-chartqa-v1-10k-samples",
+    "shubhamprakash108/qwen3-vl-chartqa-v1-full-data-one-epoch",
+    "sbintuitions/sarashina-embedding-v2-1b",
+    "nomic-ai/modernbert-embed-base",
+    "m3hrdadfi/roberta-zwnj-wnli-mean-tokens",
+    "m3hrdadfi/bert-zwnj-wnli-mean-tokens",
+    "m3hrdadfi/distilbert-zwnj-wnli-mean-tokens",
+    "mixedbread-ai/mxbai-edge-colbert-v0-32m",
+    "lokeshch19/ModernPubMedBERT",
+    "ligolab/DxRoberta",
+    "lightonai/ColBERT-Zero",
+    "kinit/slovakbert-sts-stsb",
+    "keepitreal/vietnamese-sbert",
+    "jhgan/ko-sroberta-sts",
+    "gradguy/qwen-2b-chat-finetune",
+    "Nhat1904/4_shot_STA",
+    "shrinivasbjoshi/setfit-mbti-multiclass-w266_Nov29",
+    "Etelis/rtm_fewshot",
+    "Etelis/YELP_fewshot",
+    "shrinivasbjoshi/setfit-mbti-multiclass-w266",
 ]
 
 MTHREADS_MODELS = [
@@ -796,17 +723,16 @@ PPU_MODELS = [
     "espressovi/BODHI-qwen-3-maze-8b-distil",
 ]
 
-# 本轮补交 zhoushasha 仓库 v1.0.37 因「请先执行下载模型任务」失败的 157 个模型：
-# MetaX_c-500(61) / Kunlunxin_p-800(1) / Cambricon_mlu-370-x8(1) / Biren_166m(94)。
-# 原因：机制A（zhoushasha，create-contest-task）要求模型必须已下载到平台存储；
-# 本仓库走机制B（/api/adapt/task/add，传 modelAddress 的 HuggingFace URL），
-# 平台会自行拉取，不需要预先下载，因此这批模型改由本仓库提交。
-# 本轮不提交 hygon_k100-ai（列表已清空）/ 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）/
-# Iluvatar_bi-150（本仓库 framework=vllm，现有 iluvatar 镜像均为 llamacpp/GGUF，缺 vllm 版镜像）
+# 本轮提交第二十五轮过滤结果：MetaX_c-500(8) / Kunlunxin_p-800(19) / hygon_k100-ai(40) /
+# Cambricon_mlu-370-x8(16) / Biren_166m(1)，共84个；沿用多账号 fallback 轮转。
+# hygon_k100-ai 本轮恢复提交（上一轮 v1.0.31 为补交 zhoushasha 失败模型而清空过其列表）。
+# 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）/
+# Iluvatar_bi-150（本轮筛选为0；且本仓库 framework=vllm，现有 iluvatar 镜像均为 llamacpp/GGUF，缺 vllm 版镜像）
 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),
 ]