state: generation 6482 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1450,7 +1450,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-13T02:46:03.073485+00:00",
+  "generatedAt": "2026-09-13T02:48:45.961733+00:00",
   "summary": {
     "activeBlockCount": 73,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -35,7 +35,7 @@
     "2": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 469,
+      "listingErrors": 470,
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       "recordsScanned": 0,
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@@ -102,12 +102,12 @@
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   "failureLogsInspected": 0,
   "mode": "incremental_decision_only",
-  "nextAccountIndex": 2,
+  "nextAccountIndex": 3,
   "recordsScanned": 0,
   "seenTaskIds": [],
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-  "updatedAt": "2026-09-13T02:46:03.049042+00:00",
+  "updatedAt": "2026-09-13T02:48:45.938585+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-13T02:43:58.542913+00:00",
+  "generatedAt": "2026-09-13T02:47:10.018262+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-13T02:29:19.435394+00:00",
+  "generatedAt": "2026-09-13T02:47:04.270444+00:00",
-  "lastSyncTime": "2026-09-13T02:29:19.214762+00:00",
+  "lastSyncTime": "2026-09-13T02:47:03.906686+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1937,7 +1937,7 @@
         "decisionSuccessRate": 0.1333,
         "decisionTotal": 105,
         "failureBreakdown": {
-          "ambiguous_runtime": 20,
+          "ambiguous_runtime": 21,
           "framework_architecture_unsupported": 49,
           "memory_capacity": 1,
           "model_load": 41,
@@ -1945,18 +1945,18 @@
           "参数/模板问题": 2,
           "验证失败": 47
         },
-        "failureCount": 161,
+        "failureCount": 162,
-        "failureRate": 0.92,
+        "failureRate": 0.9205,
         "framework": "unknown",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 14,
-        "successRate": 0.08,
+        "successRate": 0.0795,
         "targetGpu": "Iluvatar_mrv-100",
         "taskType": "text-generation",
-        "total": 175,
+        "total": 176,
-        "unresolvedFailureCount": 69
+        "unresolvedFailureCount": 70
       },
       "Iluvatar_mrv-100|vllm|text-generation": {
         "attributableFailureCount": 2,
@@ -2464,7 +2464,7 @@
         "decisionSuccessRate": 0.2624,
         "decisionTotal": 202,
         "failureBreakdown": {
-          "ambiguous_runtime": 138,
+          "ambiguous_runtime": 139,
           "backend_operator": 4,
           "framework_architecture_unsupported": 94,
           "memory_capacity": 5,
@@ -2474,15 +2474,15 @@
           "参数/模板问题": 59,
           "验证失败": 673
         },
-        "failureCount": 1020,
+        "failureCount": 1021,
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+        "failureRate": 0.9507,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 53,
-        "successRate": 0.0494,
+        "successRate": 0.0493,
-        "total": 1073,
+        "total": 1074,
-        "unresolvedFailureCount": 870
+        "unresolvedFailureCount": 871
       },
       "vllm": {
         "attributableFailureCount": 290,
@@ -2613,7 +2613,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-13T02:29:19.430755+00:00",
+    "generatedAt": "2026-09-13T02:47:04.265926+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 30,
@@ -2782,7 +2782,7 @@
         "decisionSuccessRate": 0.1308,
         "decisionTotal": 107,
         "failureBreakdown": {
-          "ambiguous_runtime": 20,
+          "ambiguous_runtime": 21,
           "framework_architecture_unsupported": 50,
           "memory_capacity": 1,
           "model_load": 42,
@@ -2790,15 +2790,15 @@
           "参数/模板问题": 2,
           "验证失败": 47
         },
-        "failureCount": 163,
+        "failureCount": 164,
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+        "failureRate": 0.9213,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 14,
-        "successRate": 0.0791,
+        "successRate": 0.0787,
-        "total": 177,
+        "total": 178,
-        "unresolvedFailureCount": 69
+        "unresolvedFailureCount": 70
       },
       "Kunlunxin_p-800": {
         "attributableFailureCount": 1,
@@ -4670,22 +4670,22 @@
         "unresolvedFailureCount": 2
       },
       "Iluvatar_mrv-100|unknown|text-generation": {
-        "attributableFailureCount": 14,
+        "attributableFailureCount": 13,
         "consecutiveFailures": 1,
         "consecutivePlatformFailures": 0,
-        "decisionFailureRate": 0.7778,
+        "decisionFailureRate": 0.7647,
-        "decisionSuccessRate": 0.2222,
+        "decisionSuccessRate": 0.2353,
-        "decisionTotal": 18,
+        "decisionTotal": 17,
         "failureBreakdown": {
-          "ambiguous_runtime": 2,
+          "ambiguous_runtime": 3,
           "framework_architecture_unsupported": 1,
-          "model_load": 13
+          "model_load": 12
         },
         "failureCount": 16,
         "failureRate": 0.8,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-12T21:28:41.303467+00:00",
+        "lastTerminalAt": "2026-09-13T02:47:03.906686+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4694,7 +4694,7 @@
         "targetGpu": "Iluvatar_mrv-100",
         "taskType": "text-generation",
         "total": 20,
-        "unresolvedFailureCount": 2
+        "unresolvedFailureCount": 3
       },
       "Kunlunxin_p-800|unknown|text-generation": {
         "attributableFailureCount": 0,
@@ -7362,15 +7362,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1752,
+    "terminalRecords": 1753,
-    "totalRecords": 1839,
+    "totalRecords": 1840,
     "totals": {
       "attributableFailureCount": 505,
       "decisionFailureRate": 0.897,
       "decisionSuccessRate": 0.103,
       "decisionTotal": 563,
       "failureBreakdown": {
-        "ambiguous_runtime": 411,
+        "ambiguous_runtime": 412,
         "backend_operator": 42,
         "framework_architecture_unsupported": 317,
         "memory_capacity": 11,
@@ -7382,20 +7382,21 @@
         "参数/模板问题": 101,
         "验证失败": 673
       },
-      "failureCount": 1694,
+      "failureCount": 1695,
       "failureRate": 0.9669,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 4,
       "successCount": 58,
       "successRate": 0.0331,
-      "total": 1752,
+      "total": 1753,
-      "unresolvedFailureCount": 1185
+      "unresolvedFailureCount": 1186
     },
     "warnings": [
       "GPU Ascend_910-b3 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 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。",
       "GPU Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -7404,7 +7405,6 @@
       "GPU MetaX_c-500 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 Iluvatar_bi-150 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。",
       "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。",
       "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 Ascend_910-b4|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -7427,6 +7427,6 @@
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-  "summarizedRecords": 1839,
+  "summarizedRecords": 1840,
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 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
+{"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": "2026-09-13T02:47:03.906686+00:00", "modelId": "XHToken/Spark-X2.5-4B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-13T02:41:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4549639", "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": "2026-09-13T02:20:50.802489+00:00", "modelId": "XHToken/Spark-X2.5-4B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-13T02:13:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4549809", "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": ["nemotron_h"], "framework": "vllm", "lastSyncTime": "2026-09-13T02:12:14.114155+00:00", "modelId": "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-13T02:09:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4543931", "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"], "framework": "vllm", "lastSyncTime": "2026-09-13T02:12:14.114179+00:00", "modelId": "primitive-ai/Qwen3.8-27B-mixed-NVFP4-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-13T02:05:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4543902", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
 {"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_moe"], "framework": "", "lastSyncTime": "2026-09-09T04:51:59.603427+00:00", "modelId": "ornith-ai/Ornith-1.5-35B-A3B-MLX-4bit", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T04:51:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4332977", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-09T04:15:14.005422+00:00", "modelId": "BAAI/AquilaMed-RL", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T04:13:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471924", "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": "2026-09-09T03:27:28.006277+00:00", "modelId": "RedHatAI/Qwen2.5-3B-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T03:27:22+00:00", "targetGpu": "Vastai_va16", "taskId": "4081077", "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": ["zaya"], "framework": "vllm", "lastSyncTime": "2026-09-09T01:26:01.901607+00:00", "modelId": "JANGQ-AI/Osaurus-AppleScript-8B-JANG_6M", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T01:23:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079158", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
 {
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-    ".modelhub_state/market_intelligence.json": "94b6f81822f39c03ecb9635a4caae054dc43c5ecb61ba4476982d6664ffbccfe",
+    ".modelhub_state/market_intelligence.json": "0128999e289b1b9458a881676e6fc1c6be4db0f5ffdf4bb3cc405307d1c4a21c",
-    ".modelhub_state/official_capabilities.json": "46a65b07175f1a152468771530d590f9df5d51f4cf2bc3f42c49f9e29f5d100a",
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-    ".modelhub_state/outcome_checkpoint.json": "f562da696a9d22fd26d8774d60ced021d6bda9da324bfbddf61c56b4e311619d",
+    ".modelhub_state/outcome_checkpoint.json": "b72732f0ba976efffd7c1d11c3ae02bb150af878baba79ce9847ee1e68784997",
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-    ".modelhub_state/recent_outcomes.jsonl": "35091fee9c988a6679c9c395b63bbcdd7777089e76d784c46607010850963665",
+    ".modelhub_state/recent_outcomes.jsonl": "f6110868dc9ff3ea89356845e2011b3787dbac3c2f9340cfe3adb25faf9e6d15",
-    ".modelhub_state/recovery_active_tasks.jsonl": "09a64a579bab769471a6e632ab99a7712ccd807874776f3d1fa037a2dfe970ba",
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-  "generation": 6481,
+  "generation": 6482,
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-  "updatedAt": "2026-09-13T02:46:03.169733+00:00",
+  "updatedAt": "2026-09-13T02:48:46.679332+00:00",
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 }