diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 4825edba..4b87613d 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1311,7 +1311,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-09-10T16:04:29.263857+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 8089a2bb..0f4d7804 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-10T15:48:18.068558+00:00",
+  "communityAttemptedAt": "2026-09-10T16:05:38.351147+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-10T15:48:18.068558+00:00",
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   "frameworkAttemptedAt": "2026-09-10T15:27:32.924657+00:00",
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@@ -416,7 +416,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c908c3a1..8150f694 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-10T16:02:58.897456+00:00",
+  "catalogUpdatedAt": "2026-09-10T16:05:38.351147+00:00",
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@@ -55,7 +55,7 @@
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-  "generatedAt": "2026-09-10T16:04:28.933528+00:00",
+  "generatedAt": "2026-09-10T16:07:12.286995+00:00",
   "gpuCatalog": {
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@@ -154,7 +154,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-10T16:03:59.724071+00:00"
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@@ -162,7 +162,7 @@
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         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T16:04:11.726083+00:00"
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@@ -170,26 +170,26 @@
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-      "updatedAt": "2026-09-10T16:04:11.786829+00:00"
+      "updatedAt": "2026-09-10T16:06:56.615291+00:00"
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-      "updatedAt": "2026-09-10T16:04:11.849509+00:00"
+      "updatedAt": "2026-09-10T16:06:56.669282+00:00"
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       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T16:04:11.896168+00:00"
+      "updatedAt": "2026-09-10T16:06:56.727376+00:00"
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-      "updatedAt": "2026-09-10T16:04:11.962185+00:00"
+      "updatedAt": "2026-09-10T16:06:56.766740+00:00"
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@@ -197,7 +197,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T16:04:11.683539+00:00"
+      "updatedAt": "2026-09-10T16:06:56.488276+00:00"
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@@ -205,7 +205,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T16:04:23.800801+00:00"
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@@ -213,26 +213,26 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-10T16:04:23.840012+00:00"
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-      "updatedAt": "2026-09-10T16:04:23.894879+00:00"
+      "updatedAt": "2026-09-10T16:07:07.738980+00:00"
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-      "updatedAt": "2026-09-10T16:04:23.940083+00:00"
+      "updatedAt": "2026-09-10T16:07:07.774626+00:00"
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-      "updatedAt": "2026-09-10T16:04:23.985829+00:00"
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@@ -240,7 +240,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T16:04:23.672020+00:00"
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@@ -248,7 +248,7 @@
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-      "updatedAt": "2026-09-10T16:04:17.178567+00:00"
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@@ -256,26 +256,26 @@
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@@ -283,14 +283,14 @@
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-      "updatedAt": "2026-09-10T16:04:17.137848+00:00"
+      "updatedAt": "2026-09-10T16:07:01.663568+00:00"
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-10T16:04:20.604028+00:00"
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@@ -298,7 +298,7 @@
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-      "updatedAt": "2026-09-10T16:04:20.562850+00:00"
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@@ -306,7 +306,7 @@
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-      "updatedAt": "2026-09-10T16:04:23.845951+00:00"
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@@ -314,26 +314,26 @@
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@@ -349,7 +349,7 @@
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@@ -357,26 +357,26 @@
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@@ -404,7 +404,7 @@
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@@ -412,26 +412,26 @@
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@@ -439,7 +439,7 @@
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@@ -447,7 +447,7 @@
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@@ -455,26 +455,26 @@
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@@ -5219,7 +5219,7 @@
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@@ -5227,7 +5227,7 @@
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@@ -5235,26 +5235,26 @@
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@@ -5262,7 +5262,7 @@
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@@ -5270,7 +5270,7 @@
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@@ -5278,26 +5278,26 @@
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@@ -5305,7 +5305,7 @@
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@@ -5313,7 +5313,7 @@
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@@ -5364,26 +5364,26 @@
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@@ -5391,7 +5391,7 @@
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@@ -5399,7 +5399,7 @@
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@@ -5407,26 +5407,26 @@
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@@ -5434,7 +5434,7 @@
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@@ -6105,6 +6105,6 @@
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 }
diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json
index 2b9f4467..2894e2cd 100644
--- a/.modelhub_state/outcome_checkpoint.json
+++ b/.modelhub_state/outcome_checkpoint.json
@@ -1,6 +1,6 @@
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@@ -2143,12 +2143,12 @@
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@@ -2158,8 +2158,8 @@
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@@ -2321,7 +2321,7 @@
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@@ -2332,15 +2332,15 @@
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@@ -2402,26 +2402,26 @@
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@@ -2443,7 +2443,7 @@
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-    "generatedAt": "2026-09-10T15:56:47.789236+00:00",
+    "generatedAt": "2026-09-10T16:05:32.103753+00:00",
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@@ -2700,26 +2700,26 @@
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@@ -2728,22 +2728,22 @@
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@@ -4448,22 +4448,22 @@
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@@ -4471,7 +4471,7 @@
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@@ -4539,7 +4539,7 @@
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@@ -4583,13 +4583,13 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 7,
         "failureBreakdown": {
-          "ambiguous_runtime": 13,
+          "ambiguous_runtime": 12,
           "framework_architecture_unsupported": 4,
           "model_load": 1,
           "repository_structure": 1,
           "runtime_memory": 1
         },
-        "failureCount": 20,
+        "failureCount": 19,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
@@ -4601,8 +4601,8 @@
         "successRate": 0.0,
         "targetGpu": "hygon_k100-ai",
         "taskType": "text-generation",
-        "total": 20,
-        "unresolvedFailureCount": 13
+        "total": 19,
+        "unresolvedFailureCount": 12
       }
     },
     "recentProfileCombinationStats": {
@@ -7121,15 +7121,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1603,
-    "totalRecords": 1690,
+    "terminalRecords": 1605,
+    "totalRecords": 1692,
     "totals": {
-      "attributableFailureCount": 420,
-      "decisionFailureRate": 0.8898,
-      "decisionSuccessRate": 0.1102,
-      "decisionTotal": 472,
+      "attributableFailureCount": 421,
+      "decisionFailureRate": 0.8901,
+      "decisionSuccessRate": 0.1099,
+      "decisionTotal": 473,
       "failureBreakdown": {
-        "ambiguous_runtime": 357,
+        "ambiguous_runtime": 358,
         "backend_operator": 40,
         "framework_architecture_unsupported": 272,
         "memory_capacity": 11,
@@ -7137,35 +7137,34 @@
         "platform_infrastructure": 3,
         "repository_structure": 5,
         "runtime_memory": 6,
-        "tokenizer_compatibility": 38,
+        "tokenizer_compatibility": 39,
         "参数/模板问题": 98,
         "验证失败": 673
       },
-      "failureCount": 1551,
+      "failureCount": 1553,
       "failureRate": 0.9676,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 3,
       "successCount": 52,
       "successRate": 0.0324,
-      "total": 1603,
-      "unresolvedFailureCount": 1128
+      "total": 1605,
+      "unresolvedFailureCount": 1129
     },
     "warnings": [
       "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 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。",
+      "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 Cambricon_mlu-370-x4 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。",
@@ -7180,10 +7179,11 @@
       "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": 1690,
+  "summarizedRecords": 1692,
   "version": 1
 }
diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl
index 5188b622..ffe26647 100644
--- a/.modelhub_state/recent_outcomes.jsonl
+++ b/.modelhub_state/recent_outcomes.jsonl
@@ -1,3 +1,5 @@
+{"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-10T16:05:31.804335+00:00", "modelId": "nm-testing/tinyllama-one-shot-w4a16-group-packed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T15:59:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4457978", "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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T16:05:31.804365+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T15:59:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477834", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T15:48:17.745912+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T15:43:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471922", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T15:48:17.745945+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T15:43:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471921", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "backend_operator", "failureAction": "prefer_other_proven_framework_or_gpu", "failureCategory": "backend_operator", "failureClassificationReason": "backend_version_dependent", "failureCode": "MISSING_OPERATOR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "gpu_framework", "framework": "", "lastSyncTime": "2026-09-10T13:55:40.785120+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T13:47:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610380", "taskType": "text-generation", "verifyResult": -1}
@@ -296,5 +298,3 @@
 {"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": "2026-09-08T03:52:50.094616+00:00", "modelId": "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T03:51:21+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4483788", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": null, "framework": "", "lastSyncTime": "2026-09-08T03:52:50.094606+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-08T03:37:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610404", "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", "failureUnsupportedModelTypes": ["qwen3_5_moe"], "framework": "vllm", "lastSyncTime": "2026-09-08T03:52:50.094582+00:00", "modelId": "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T03:33:22+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4478318", "taskType": "text-generation", "verifyResult": -1}
-{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "unknown", "failureCode": "UNKNOWN", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-08T03:17:11.503480+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T03:15:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4482682", "taskType": "text-generation", "verifyResult": -1}
-{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-08T03:17:11.503517+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T03:11:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4487542", "taskType": "text-generation", "verifyResult": -1}
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 7fcd66b2..b0341606 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -647,6 +647,7 @@
 {"batchId": "c3b3a3e3df6e4a6c8f33bece0f8ec90d", "completedAt": "2026-09-10T15:13:34.008724+00:00", "configFingerprint": "e4ab8f6cadfae4845d02aa9c1f89de5907e1f311ae817b1e8e370b501bd7f2e9", "configSource": "modelhub_live", "createdAt": "2026-09-10T15:13:25.575035+00:00", "framework": "llamacpp", "intentId": "4831e017dc354a2da3332acef4a9cf4d", "lastModified": "2026-09-10T14:58:25+00:00", "modelAddress": "https://modelscope.cn/models/webAI-Official/TwIL-LM3", "reason": null, "reconciledAt": "2026-09-10T15:58:19.035753+00:00", "repoId": "webAI-Official/TwIL-LM3", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "4761809", "taskType": "text-generation"}
 {"batchId": "eb410d3235d340868c8cf6ab7434f833", "completedAt": "2026-09-10T15:29:51.286628+00:00", "configFingerprint": "2be5f709184000d7e6bae759e29c6586ad3430b235ef3eb2dab86a5c2487a2f7", "configSource": "modelhub_live", "createdAt": "2026-09-10T15:29:42.957367+00:00", "framework": "llamacpp", "intentId": "b88d7ddd69e94be882df8a64076be3e2", "lastModified": "2026-09-10T14:58:25+00:00", "modelAddress": "https://modelscope.cn/models/webAI-Official/TwIL-LM3", "reason": null, "reconciledAt": "2026-09-10T15:58:19.037153+00:00", "repoId": "webAI-Official/TwIL-LM3", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Ascend_910-b3", "taskId": "4761977", "taskType": "text-generation"}
 {"batchId": "e7fc76c071ed40c388dddc55df614b04", "completedAt": "2026-09-10T15:48:13.112353+00:00", "configFingerprint": "3c43a7b363b10641156f2dcd17c04ae440fc05853ca582765c541a11de39bf3c", "configSource": "modelhub_live", "createdAt": "2026-09-10T15:47:59.466272+00:00", "framework": "llamacpp", "intentId": "39724801c2a7429797304f903e77cd47", "lastModified": "2026-09-10T14:58:25+00:00", "modelAddress": "https://modelscope.cn/models/webAI-Official/TwIL-LM3", "reason": null, "reconciledAt": "2026-09-10T15:58:19.036242+00:00", "repoId": "webAI-Official/TwIL-LM3", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "4762249", "taskType": "text-generation"}
+{"batchId": "1910e495a5194c018a4b61d43cb8ab31", "configFingerprint": "64a1b6ebfb0622fcb0e9711de8fd762fea6114b6c735fc8869cefa58db373ce1", "configSource": "modelhub_live", "createdAt": "2026-09-10T16:07:12.480084+00:00", "framework": "llamacpp", "intentId": "8cea1e6a547e4fceb3c83287b3949f68", "lastModified": "2026-09-10T14:58:25+00:00", "modelAddress": "https://modelscope.cn/models/webAI-Official/TwIL-LM3", "repoId": "webAI-Official/TwIL-LM3", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Mthreads_s4000", "taskType": "text-generation"}
 {"batchId": "93abbd86b4564ff2b94a94e46d15997c", "completedAt": "2026-09-10T02:01:15.152981+00:00", "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configSource": "modelhub_live", "createdAt": "2026-09-10T02:01:07.997982+00:00", "framework": "vllm", "intentId": "f62de0b86d234667845793d4dabba8be", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_mrv-100", "taskId": null, "taskType": "text-generation"}
 {"batchId": "60b640169cee4eb6aeaf36aa752d68d4", "completedAt": "2026-09-09T21:08:33.584377+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-09-09T21:08:21.304731+00:00", "framework": "vllm_fix_tokenizer", "intentId": "31500eb429ef4b3cbc844e4096a6b5f6", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "395e59f0f1df48fcb2e0269b69d9bce5", "completedAt": "2026-09-09T16:24:21.684805+00:00", "configFingerprint": "d341b8002cf39d3299fd429479e8c8e954583e49d4fec5a640ddc0f8f0cbd054", "configSource": "modelhub_live", "createdAt": "2026-09-09T16:24:14.160686+00:00", "framework": "vllm", "intentId": "e2523fa4e63645688fd5e7c0c7c1a5d5", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"dtype": "-", "gpuMemoryUtilization": 0.9, "gpuNum": 1, "maxModelLen": 4096, "tensorParallel": 1}, "status": "uniqueness_rejected", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index d17d2717..5103f990 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,24 +1,24 @@
 {
   "agentVersion": "2026.09.04.4",
   "checksums": {
-    ".modelhub_state/architecture_compatibility_blacklist.json": "ba482b96d08b800178be0d91165e139a2e427df39144afedfa7ccd7cb8b771c7",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "485840571834bb629ba0192f799a6429e84abd47cf19fc6e7d068d79ef0de83b",
     ".modelhub_state/architecture_history_backfill.json": "15b4896fde36a9b18e33f35c131eb4bac40349268b187d73f99507b27e770209",
-    ".modelhub_state/market_intelligence.json": "f10c900345b3df4b8395617ab073184fd4af2ef6245ce59288472ce0b6e2274f",
-    ".modelhub_state/official_capabilities.json": "f3c2ba61af9102bd1264fe20663a288edaafabe02cce756bfe0708ba0a1771b9",
-    ".modelhub_state/outcome_checkpoint.json": "8d4aa81d52779bcf4ff4803a38022c1ae5b9e4833596ac9333126a5d8ed0c1c4",
+    ".modelhub_state/market_intelligence.json": "77f7954d2c799778b51d410421ff47f13e8f85da321630dfcca130cb7736de4f",
+    ".modelhub_state/official_capabilities.json": "77611db18b088ad97b4f80f7b502a6f5798531635fb9c7fb997f51d5e67ef96d",
+    ".modelhub_state/outcome_checkpoint.json": "ab55380294516dac01a25937086b20b44df16b5a40786686683d134c2fbb72e5",
     ".modelhub_state/queue_cleanup_latest.json": "c4c0c2f745124fbabf68b2aa082c5aeee0f45dbb41d40369e8064e674a33adbe",
-    ".modelhub_state/recent_outcomes.jsonl": "2d9c6f0ff443f4eee5090318f02dcc2cc42792959df656ead9cafc98c5ebaf0d",
+    ".modelhub_state/recent_outcomes.jsonl": "fc3a7c551aea5a2c51f6adddeca2af355c5bc536b5c721448ca74f2df383b291",
     ".modelhub_state/recovery_active_tasks.jsonl": "b866cb42511741d322fafea55e178e1941f4e992d28e9ab293fdf50a0e807acc",
-    ".modelhub_state/recovery_intents.jsonl": "11203f7a04914916a888e120f91caf2342d144e55d09e256d3171c1f4164a5b9",
+    ".modelhub_state/recovery_intents.jsonl": "8a48bb76f4c5867abd873aaff88d12526e062ec28f06866452ed8a3a7474a9b0",
     ".modelhub_state/routing_intelligence.json": "07412703d74f144906be81443e9a62c63c16be09020d45073f303d32bb738925",
     ".modelhub_state/submission_exclusions.jsonl": "b2de1125bf1f3e0597cd50cc30b563a5bfee39459e843767163eb72101cebc03",
     ".modelhub_state/worker_crashes.jsonl": "7fa483580e87374493226e80bcf40bf8044847acba70045c96fa175966a1a8ba",
     "ledger/submissions.jsonl": "f33b133e8b25d698947530491a83aadf25705b3248f050bf303ed51744c603b5",
     "outcomes/submissions.jsonl": "5fe831b4a8c3a7e13035cf6d883ceccd800b4cced52bee45b9a82546adf1ca14"
   },
-  "generation": 5247,
-  "phase": "cycle",
+  "generation": 5248,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-10T16:04:29.348121+00:00",
+  "updatedAt": "2026-09-10T16:07:12.589258+00:00",
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 }