state: generation 4994 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1323,7 +1323,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T05:56:07.144015+00:00",
+  "generatedAt": "2026-09-10T05:57:57.004676+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -51,7 +51,7 @@
     "4": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 355,
+      "listingErrors": 356,
       "nextPage": 1,
       "recordsScanned": 0,
       "uniqueRecords": 0
@@ -102,12 +102,12 @@
   "cutoffAt": "2026-09-04T03:55:51.365685+00:00",
   "failureLogsInspected": 0,
   "mode": "incremental_decision_only",
-  "nextAccountIndex": 4,
+  "nextAccountIndex": 5,
   "recordsScanned": 0,
   "seenTaskIds": [],
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-  "updatedAt": "2026-09-10T05:56:07.109261+00:00",
+  "updatedAt": "2026-09-10T05:57:56.977823+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T05:54:34.518709+00:00",
+  "generatedAt": "2026-09-10T05:56:10.570586+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-10T05:49:48.836041+00:00",
+  "generatedAt": "2026-09-10T05:56:10.537740+00:00",
-  "lastSyncTime": "2026-09-10T05:49:48.500487+00:00",
+  "lastSyncTime": "2026-09-10T05:56:10.303668+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2153,12 +2153,12 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 44,
         "failureBreakdown": {
-          "ambiguous_runtime": 47,
+          "ambiguous_runtime": 48,
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           "memory_capacity": 1,
           "model_load": 5
         },
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+        "failureCount": 92,
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         "framework": "vllm",
         "pendingCount": 0,
@@ -2168,8 +2168,8 @@
         "successRate": 0.0,
         "targetGpu": "Vastai_va16",
         "taskType": "text-generation",
-        "total": 91,
+        "total": 92,
-        "unresolvedFailureCount": 47
+        "unresolvedFailureCount": 48
       },
       "hygon_k100-ai|llamacpp|text-generation": {
         "attributableFailureCount": 0,
@@ -2331,7 +2331,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 230,
         "failureBreakdown": {
-          "ambiguous_runtime": 140,
+          "ambiguous_runtime": 141,
           "backend_operator": 24,
           "framework_architecture_unsupported": 169,
           "memory_capacity": 6,
@@ -2342,15 +2342,15 @@
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           "参数/模板问题": 21
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+        "failureCount": 393,
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         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 0,
         "successRate": 0.0,
-        "total": 392,
+        "total": 393,
-        "unresolvedFailureCount": 161
+        "unresolvedFailureCount": 162
       },
       "vllm-mlu": {
         "attributableFailureCount": 7,
@@ -2453,7 +2453,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-10T05:49:48.831661+00:00",
+    "generatedAt": "2026-09-10T05:56:10.533885+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2737,22 +2737,22 @@
         "decisionSuccessRate": 0.2167,
         "decisionTotal": 60,
         "failureBreakdown": {
-          "ambiguous_runtime": 48,
+          "ambiguous_runtime": 49,
           "framework_architecture_unsupported": 40,
           "memory_capacity": 1,
           "model_load": 6,
           "参数/模板问题": 13,
           "验证失败": 130
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         "successCount": 13,
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+        "total": 252,
-        "unresolvedFailureCount": 191
+        "unresolvedFailureCount": 192
       },
       "hygon_k100-ai": {
         "attributableFailureCount": 38,
@@ -4421,13 +4421,13 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 4,
         "failureBreakdown": {
-          "ambiguous_runtime": 6,
+          "ambiguous_runtime": 5,
           "backend_operator": 1,
           "framework_architecture_unsupported": 1,
           "model_load": 1,
           "runtime_memory": 1
         },
-        "failureCount": 10,
+        "failureCount": 9,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
@@ -4439,8 +4439,8 @@
         "successRate": 0.0,
         "targetGpu": "Mthreads_s4000",
         "taskType": "text-generation",
-        "total": 10,
+        "total": 9,
-        "unresolvedFailureCount": 6
+        "unresolvedFailureCount": 5
       },
       "Sunrise_pt-200-x1|unknown|text-generation": {
         "attributableFailureCount": 0,
@@ -4569,21 +4569,21 @@
         "unresolvedFailureCount": 0
       },
       "Vastai_va16|vllm|text-generation": {
-        "attributableFailureCount": 5,
+        "attributableFailureCount": 4,
-        "consecutiveFailures": 5,
+        "consecutiveFailures": 4,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 5,
+        "decisionTotal": 4,
         "failureBreakdown": {
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+          "ambiguous_runtime": 16,
-          "framework_architecture_unsupported": 5
+          "framework_architecture_unsupported": 4
         },
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         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T00:51:37.399566+00:00",
+        "lastTerminalAt": "2026-09-10T05:56:10.303668+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4592,7 +4592,7 @@
         "targetGpu": "Vastai_va16",
         "taskType": "text-generation",
         "total": 20,
-        "unresolvedFailureCount": 15
+        "unresolvedFailureCount": 16
       },
       "hygon_k100-ai|llamacpp|text-generation": {
         "attributableFailureCount": 0,
@@ -6879,15 +6879,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1510,
+    "terminalRecords": 1511,
-    "totalRecords": 1597,
+    "totalRecords": 1598,
     "totals": {
       "attributableFailureCount": 400,
       "decisionFailureRate": 0.8909,
       "decisionSuccessRate": 0.1091,
       "decisionTotal": 449,
       "failureBreakdown": {
-        "ambiguous_runtime": 291,
+        "ambiguous_runtime": 292,
         "backend_operator": 29,
         "framework_architecture_unsupported": 271,
         "memory_capacity": 11,
@@ -6899,21 +6899,21 @@
         "参数/模板问题": 95,
         "验证失败": 673
       },
-      "failureCount": 1461,
+      "failureCount": 1462,
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       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 2,
       "successCount": 49,
-      "successRate": 0.0325,
+      "successRate": 0.0324,
-      "total": 1510,
+      "total": 1511,
-      "unresolvedFailureCount": 1059
+      "unresolvedFailureCount": 1060
     },
     "warnings": [
       "GPU Cambricon_mlu-370-x8 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 Iluvatar_mrv-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 Iluvatar_bi-150 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 Vastai_va16 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。",
@@ -6921,7 +6921,7 @@
       "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 Mthreads_s4000 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 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-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 Biren_166m|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -6942,6 +6942,6 @@
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   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1597,
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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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T05:56:10.303668+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T05:55:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477782", "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": "2026-09-10T05:49:48.500487+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-ACTORDER-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T05:45:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471903", "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": "2026-09-10T05:49:48.500463+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T05:43:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471905", "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": "2026-09-10T05:27:18.447582+00:00", "modelId": "neuralmagic/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T05:19:22+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481721", "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", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_moe"], "framework": "vllm", "lastSyncTime": "2026-09-07T11:33:34.194592+00:00", "modelId": "apodex/Apodex-1.1-mini-GPTQ-Int4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T11:19:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4421469", "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", "failureUnsupportedArchitectures": ["LlavaLlamaForCausalLM"], "framework": "vllm", "lastSyncTime": "2026-09-07T11:12:18.209215+00:00", "modelId": "microsoft/llava-med-7b-delta", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T11:03:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4079287", "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", "failureUnsupportedArchitectures": ["Phi4FlashForCausalLM"], "framework": "vllm", "lastSyncTime": "2026-09-07T11:12:18.209201+00:00", "modelId": "microsoft/Phi-4-mini-flash-reasoning", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T10:57:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4079234", "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": "2026-09-07T10:52:36.106582+00:00", "modelId": "Qwen/Qwen1.5-1.8B-Chat-AWQ", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T10:51:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4591616", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
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 }