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index c6534dcd..08c8385d 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
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index d07daf84..de9ba8e7 100644
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index ee84ba4c..53e65eb4 100644
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index 739b03ab..d00c9cb9 100644
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@@ -5589,7 +5587,7 @@
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@@ -5597,7 +5595,7 @@
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@@ -5605,13 +5603,13 @@
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-      "updatedAt": "2026-09-11T13:07:36.985545+00:00"
+      "updatedAt": "2026-09-11T13:11:02.947633+00:00"
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       ],
-      "updatedAt": "2026-09-11T13:07:36.957213+00:00"
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@@ -5619,7 +5617,7 @@
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@@ -5627,7 +5625,7 @@
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@@ -5635,7 +5633,7 @@
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-      "updatedAt": "2026-09-11T13:07:48.850839+00:00"
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@@ -5643,7 +5641,7 @@
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@@ -5651,13 +5649,13 @@
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-      "updatedAt": "2026-09-11T13:07:48.981177+00:00"
+      "updatedAt": "2026-09-11T13:11:20.200428+00:00"
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-      "updatedAt": "2026-09-11T13:07:48.946997+00:00"
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@@ -5665,7 +5663,7 @@
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-      "updatedAt": "2026-09-11T13:07:48.821207+00:00"
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@@ -5673,7 +5671,7 @@
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@@ -5681,7 +5679,7 @@
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@@ -5689,7 +5687,7 @@
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@@ -5697,13 +5695,13 @@
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@@ -5711,7 +5709,7 @@
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       ],
-      "updatedAt": "2026-09-11T13:07:45.104974+00:00"
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     "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Ascend_910-b3": {
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@@ -5719,7 +5717,7 @@
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@@ -5727,13 +5725,13 @@
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@@ -5741,7 +5739,7 @@
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@@ -5749,7 +5747,7 @@
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@@ -5757,13 +5755,13 @@
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-      "updatedAt": "2026-09-11T13:07:46.483899+00:00"
+      "updatedAt": "2026-09-11T13:11:17.888484+00:00"
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         "text-generation"
       ],
-      "updatedAt": "2026-09-11T13:07:46.564627+00:00"
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@@ -5771,7 +5769,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-11T13:07:46.445284+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": {
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@@ -5779,7 +5777,7 @@
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@@ -5787,7 +5785,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-11T13:07:52.289314+00:00"
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@@ -5795,7 +5793,7 @@
         "text-to-image-generation",
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@@ -5803,13 +5801,13 @@
         "text-to-image-generation",
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         "text-generation"
       ],
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": {
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@@ -5817,7 +5815,7 @@
         "text-to-image-generation",
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@@ -6488,6 +6486,6 @@
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+  "taskTreeUpdatedAt": "2026-09-11T13:09:18.414291+00:00",
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diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json
index 9afc02e3..84daae18 100644
--- a/.modelhub_state/outcome_checkpoint.json
+++ b/.modelhub_state/outcome_checkpoint.json
@@ -1,6 +1,6 @@
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-  "lastSyncTime": "2026-09-11T12:59:52.253401+00:00",
+  "generatedAt": "2026-09-11T13:09:08.434430+00:00",
+  "lastSyncTime": "2026-09-11T13:09:08.149747+00:00",
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@@ -2443,7 +2443,7 @@
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+    "generatedAt": "2026-09-11T13:09:08.430453+00:00",
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@@ -2606,27 +2606,27 @@
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@@ -4237,7 +4237,7 @@
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+        "consecutiveFailures": 16,
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@@ -4252,7 +4252,7 @@
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+        "lastTerminalAt": "2026-09-11T13:09:08.149747+00:00",
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@@ -4570,19 +4570,19 @@
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-        "consecutiveFailures": 6,
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@@ -4594,7 +4594,7 @@
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@@ -6937,19 +6937,19 @@
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@@ -6957,30 +6957,31 @@
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       "GPU Ascend_910-b3 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Ascend_910-b4 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。",
-      "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU hygon_k100-ai 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Cambricon_mlu-370-x4 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。",
+      "GPU Ascend_910-b4 本地统计失败率偏高（≥50%），建议重点关注。",
       "组合 Iluvatar_mrv-100|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
+      "组合 Cambricon_mlu-370-x4|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Mthreads_s4000|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Cambricon_mlu-370-x8|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -6995,11 +6996,10 @@
       "组合 hygon_k100-ai|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Iluvatar_bi-150|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Vastai_va16|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
-      "组合 Cambricon_mlu-370-x4|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 hygon_k100-ai|vllm-patch-tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。"
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1742,
+  "summarizedRecords": 1743,
   "version": 1
 }
diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl
index 2e9cf3b8..5d9cf29c 100644
--- a/.modelhub_state/recent_outcomes.jsonl
+++ b/.modelhub_state/recent_outcomes.jsonl
@@ -1,3 +1,4 @@
+{"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-11T13:09:08.149747+00:00", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T13:07:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523311", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-11T12:59:52.253401+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T12:59:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4531547", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-11T12:50:33.752023+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T12:47:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523324", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm", "lastSyncTime": "2026-09-11T11:19:08.306651+00:00", "modelId": "nm-testing/tinyllama-oneshot-w8a8-dynamic-token-v2-asym", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T11:13:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4578314", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
 {"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-08T10:00:15.603861+00:00", "modelId": "RedHatAI/starcoder2-7b-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T09:57:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4080861", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-08T10:00:15.603853+00:00", "modelId": "neuralmagic/Llama-3.2-1B-Instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T09:43:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4268342", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "", "lastSyncTime": "2026-09-08T09:34:21.991823+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T09:21:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4332983", "taskType": "text-generation", "verifyResult": -1}
-{"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "framework": "vllm", "lastSyncTime": "2026-09-08T09:05:31.097966+00:00", "modelId": "amd/Qwen2.5-Coder-1.5B-Instruct-onnx-ryzenai-npu", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T08:59:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4079918", "taskType": "text-generation", "verifyResult": -1}
diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl
index 542380fe..f37e2ca0 100644
--- a/.modelhub_state/recovery_active_tasks.jsonl
+++ b/.modelhub_state/recovery_active_tasks.jsonl
@@ -1,3 +1,274 @@
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "framework": "vllm_0_17_0_corex_4_4_0", "gpuType": "Iluvatar_bi-150", "modelId": "BAAI/AREX-Turbo", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4776578", "updateTime": "2026-09-11 18:27:40"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "framework": "vllm_0_17_0_corex_4_4_0", "gpuType": "Iluvatar_bi-150", "modelId": "OpenBMB/MiniCPM5-2B-GPTQ", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4776572", "updateTime": "2026-09-11 18:27:40"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "framework": "vllm", "gpuType": "Iluvatar_mrv-100", "modelId": "webAI-Official/TwIL-LM3", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4766604", "updateTime": "2026-09-11 03:50:39"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "framework": "vllm", "gpuType": "Biren_166m", "modelId": "primitive-ai/Nex-N2.5-mini-FP8", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4760702", "updateTime": "2026-09-10 21:27:31"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "framework": "vllm_fix_tokenizer", "gpuType": "Kunlunxin_p-800", "modelId": "CohereLabs/tiny-aya-en-thinker", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4755597", "updateTime": "2026-09-10 15:12:35"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "framework": "vllm-patch-tokenizer", "gpuType": "hygon_k100-ai", "modelId": "primitive-ai/Nex-N2.5-mini-mixed-NVFP4-FP8", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4754722", "updateTime": "2026-09-10 14:30:59"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "framework": "vllm", "gpuType": "Iluvatar_mrv-100", "modelId": "primitive-ai/Nex-N2.5-mini-NVFP4", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4754066", "updateTime": "2026-09-10 13:56:06"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "framework": "vllm-mlu", "gpuType": "Cambricon_mlu-370-x4", "modelId": "whq1111/M2RL-RL_Coding", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4751416", "updateTime": "2026-09-10 11:12:37"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "framework": "vllm-mlu", "gpuType": "Cambricon_mlu-370-x4", "modelId": "whq1111/M2RL-MT_OPD", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4751411", "updateTime": "2026-09-10 11:12:37"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "framework": "vllm", "gpuType": "MetaX_c-500", "modelId": "OpenBMB/MiniCPM5-2B-MLX", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4749464", "updateTime": "2026-09-10 08:43:04"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "framework": "vllm", "gpuType": "MetaX_c-500", "modelId": "whq1111/M2RL-SFT", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4749456", "updateTime": "2026-09-10 08:43:04"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "framework": "vllm", "gpuType": "Mthreads_s4000", "modelId": "OpenBMB/MiniCPM5-2B-GPTQ", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4749148", "updateTime": "2026-09-10 08:22:09"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "framework": "vllm", "gpuType": "Mthreads_s4000", "modelId": "ddalcu/Muse-Glimmer-30B-MLX-Serve-8bit", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4749146", "updateTime": "2026-09-10 08:22:09"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "framework": "vllm", "gpuType": "Mthreads_s4000", "modelId": "laion/swesmith-nl2bash-stack-bugsseq", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4749143", "updateTime": "2026-09-10 08:22:09"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "framework": "vllm_fix_tokenizer", "gpuType": "Kunlunxin_p-800", "modelId": "laion/swesmith-nl2bash-stack-bugsseq", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4746452", "updateTime": "2026-09-10 05:08:32"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "framework": "vllm_fix_tokenizer", "gpuType": "Kunlunxin_p-800", "modelId": "OpenBMB/MiniCPM5-2B-Base", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4746449", "updateTime": "2026-09-10 05:08:32"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "framework": "vllm-mlu", "gpuType": "Cambricon_mlu-370-x8", "modelId": "laion/swesmith-nl2bash-stack-bugsseq", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4744096", "updateTime": "2026-09-10 01:53:34"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "framework": "vllm", "gpuType": "Iluvatar_mrv-100", "modelId": "OpenBMB/MiniCPM5-2B-Midtrain", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4740276", "updateTime": "2026-09-09 20:18:42"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "framework": "vllm", "gpuType": "Biren_166m", "modelId": "OpenBMB/MiniCPM5-2B-SFT", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4739398", "updateTime": "2026-09-09 19:08:41"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "framework": "vllm", "gpuType": "Biren_166m", "modelId": "ddalcu/Qwen3.8-27B-MLX-Serve-6bit", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4736341", "updateTime": "2026-09-09 15:42:00"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "framework": "vllm", "gpuType": "Mthreads_s4000", "modelId": "whq1111/M2RL-RL_Coding", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4730590", "updateTime": "2026-09-09 08:13:45"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "framework": "vllm", "gpuType": "Mthreads_s4000", "modelId": "whq1111/M2RL-RL_Agent", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4730583", "updateTime": "2026-09-09 08:13:45"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "framework": "vllm_fix_tokenizer", "gpuType": "Kunlunxin_p-800", "modelId": "empero-ai/Qwen3.8-9B-Distill", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4729523", "updateTime": "2026-09-09 07:02:52"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "framework": "vllm_fix_tokenizer", "gpuType": "Kunlunxin_p-800", "modelId": "OpenBMB/MiniCPM5-2B", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4729507", "updateTime": "2026-09-09 07:02:51"}
+{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "framework": "vllm", "gpuType": "Biren_166m", "modelId": "whq1111/M2RL-MT_OPD", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4729272", "updateTime": "2026-09-09 06:50:05"}
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 02b56a2e..6d1f15e4 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index fb7b1785..0f3df7f4 100644
--- a/manifest.json
+++ b/manifest.json
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 }