state: generation 11126 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -2414,7 +2414,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-21T03:02:23.595053+00:00",
+  "generatedAt": "2026-09-21T03:05:49.745018+00:00",
   "summary": {
     "activeBlockCount": 119,
     "byGpuFramework": {

.modelhub_state/market_intelligence.json

@@ -425,7 +425,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-21T03:04:46.772170+00:00",
+  "generatedAt": "2026-09-21T03:05:56.388445+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/official_capabilities.json

@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-21T03:04:46.772170+00:00",
+  "catalogUpdatedAt": "2026-09-21T03:05:56.388445+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-21T03:04:46.772170+00:00",
+  "generatedAt": "2026-09-21T03:05:56.388445+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6341,6 +6341,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-21T03:04:46.772170+00:00",
+  "taskTreeUpdatedAt": "2026-09-21T03:05:56.388445+00:00",
   "version": 1
 }

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-21T03:02:23.531328+00:00",
-  "lastSyncTime": "2026-09-21T03:02:20.757790+00:00",
+  "generatedAt": "2026-09-21T03:05:49.686745+00:00",
+  "lastSyncTime": "2026-09-21T03:05:47.759507+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2744,7 +2744,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 199,
         "failureBreakdown": {
-          "ambiguous_runtime": 104,
+          "ambiguous_runtime": 105,
           "context_length": 1,
           "framework_architecture_unsupported": 153,
           "memory_capacity": 9,
@@ -2752,7 +2752,7 @@
           "repository_structure": 27,
           "tokenizer_compatibility": 9
         },
-        "failureCount": 304,
+        "failureCount": 305,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -2762,8 +2762,8 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
-        "total": 304,
-        "unresolvedFailureCount": 104
+        "total": 305,
+        "unresolvedFailureCount": 105
       },
       "Biren_166m|unknown|feature_emb": {
         "attributableFailureCount": 0,
@@ -5034,7 +5034,7 @@
         "decisionSuccessRate": 0.0231,
         "decisionTotal": 3589,
         "failureBreakdown": {
-          "ambiguous_runtime": 1459,
+          "ambiguous_runtime": 1460,
           "architecture_compatibility": 112,
           "attention_backend": 1,
           "backend_operator": 84,
@@ -5048,15 +5048,15 @@
           "tokenizer_compatibility": 410,
           "参数/模板问题": 41
         },
-        "failureCount": 5870,
+        "failureCount": 5871,
         "failureRate": 0.9861,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 864,
         "successCount": 83,
         "successRate": 0.0139,
-        "total": 5953,
-        "unresolvedFailureCount": 1500
+        "total": 5954,
+        "unresolvedFailureCount": 1501
       },
       "vllm-customized": {
         "attributableFailureCount": 2,
@@ -5194,7 +5194,7 @@
         "unresolvedFailureCount": 58
       }
     },
-    "generatedAt": "2026-09-21T03:02:23.520672+00:00",
+    "generatedAt": "2026-09-21T03:05:49.677394+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 90,
@@ -5227,7 +5227,7 @@
         "decisionSuccessRate": 0.1667,
         "decisionTotal": 372,
         "failureBreakdown": {
-          "ambiguous_runtime": 157,
+          "ambiguous_runtime": 158,
           "context_length": 1,
           "framework_architecture_unsupported": 170,
           "memory_capacity": 18,
@@ -5239,15 +5239,15 @@
           "日志缺失": 14,
           "验证失败": 175
         },
-        "failureCount": 911,
+        "failureCount": 912,
         "failureRate": 0.9363,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 62,
         "successRate": 0.0637,
-        "total": 973,
-        "unresolvedFailureCount": 600
+        "total": 974,
+        "unresolvedFailureCount": 601
       },
       "Biren_166m": {
         "attributableFailureCount": 180,
@@ -13780,21 +13780,20 @@
         "unresolvedFailureCount": 9
       },
       "Ascend_910-b4|vllm|text-generation": {
-        "attributableFailureCount": 1,
-        "consecutiveFailures": 1,
+        "attributableFailureCount": 0,
+        "consecutiveFailures": 0,
         "consecutivePlatformFailures": 0,
-        "decisionFailureRate": 1.0,
+        "decisionFailureRate": 0.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 1,
+        "decisionTotal": 0,
         "failureBreakdown": {
-          "ambiguous_runtime": 3,
-          "framework_architecture_unsupported": 1
+          "ambiguous_runtime": 4
         },
         "failureCount": 4,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-21T02:58:30.354798+00:00",
+        "lastTerminalAt": "2026-09-21T03:05:47.759507+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -13803,7 +13802,7 @@
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
         "total": 4,
-        "unresolvedFailureCount": 3
+        "unresolvedFailureCount": 4
       },
       "Biren_166m|unknown|text-generation": {
         "attributableFailureCount": 5,
@@ -29956,15 +29955,15 @@
         "unresolvedFailureCount": 1
       }
     },
-    "terminalRecords": 16061,
-    "totalRecords": 16228,
+    "terminalRecords": 16062,
+    "totalRecords": 16229,
     "totals": {
       "attributableFailureCount": 5832,
       "decisionFailureRate": 0.8617,
       "decisionSuccessRate": 0.1383,
       "decisionTotal": 6768,
       "failureBreakdown": {
-        "ambiguous_runtime": 3838,
+        "ambiguous_runtime": 3839,
         "architecture_compatibility": 212,
         "attention_backend": 1,
         "backend_operator": 102,
@@ -29980,31 +29979,31 @@
         "日志缺失": 719,
         "验证失败": 673
       },
-      "failureCount": 15125,
+      "failureCount": 15126,
       "failureRate": 0.9417,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 922,
       "successCount": 936,
       "successRate": 0.0583,
-      "total": 16061,
-      "unresolvedFailureCount": 8371
+      "total": 16062,
+      "unresolvedFailureCount": 8372
     },
     "warnings": [
       "GPU Iluvatar_mrv-100 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 Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Kunlunxin_p-800 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 Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Iluvatar_bi-100 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 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 Cambricon_mlu-370-x4 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-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 Ascend_910-b4 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 Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。",
       "组合 Iluvatar_bi-150|vllm|visual-multi-modal 近期失败集中，建议降低该 GPU+框架的提交优先级。",
       "组合 Sunrise_pt-200-x1|vllm_fix_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 Cambricon_mlu-370-x8|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -30041,6 +30040,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 16228,
+  "summarizedRecords": 16229,
   "version": 1
 }

.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": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-21T03:05:47.759507+00:00", "modelId": "fla-hub/rwkv7-191M-world", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-21T03:05:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079091", "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": "2026-09-21T02:58:30.354798+00:00", "modelId": "tencent-community/WeDLM-7B-Instruct", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-21T02:57:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079148", "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": "2026-09-21T02:58:30.354826+00:00", "modelId": "tencent-community/WeDLM-7B-Instruct", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-21T02:57:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4080024", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-21T02:55:04.446730+00:00", "modelId": "mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-21T02:53:08+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4860052", "taskType": "text-generation", "verifyResult": null}
@@ -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", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-17T10:10:02.608119+00:00", "modelId": "ewinregirgojr/Qwen3.8-14B-Instruct-Turbo", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T10:05:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4490374", "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": "2026-09-17T04:34:21.545391+00:00", "modelId": "BAAI/Law_Justice-llama3_1_8B_instruct", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T04:33:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471925", "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": "2026-09-17T03:40:30.307157+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T03:37:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505133", "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": "2026-09-17T03:22:03.500197+00:00", "modelId": "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T03:21:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4610340", "taskType": "text-generation", "verifyResult": -1}