state: generation 5037 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1317,7 +1317,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T07:03:56.552047+00:00",
+  "generatedAt": "2026-09-10T07:06:52.500958+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -75,7 +75,7 @@
     "7": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 357,
+      "listingErrors": 358,
       "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": 7,
+  "nextAccountIndex": 8,
   "recordsScanned": 0,
   "seenTaskIds": [],
   "startedAt": "2026-09-04T03:55:51.365685+00:00",
   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-10T07:03:56.525896+00:00",
+  "updatedAt": "2026-09-10T07:06:52.475685+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-10T06:48:43.517182+00:00",
+  "communityAttemptedAt": "2026-09-10T07:05:03.576071+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-10T06:48:43.517182+00:00",
+  "communityUpdatedAt": "2026-09-10T07:05:03.576071+00:00",
   "frameworkAttemptedAt": "2026-09-10T06:33:41.338309+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T07:02:05.806166+00:00",
+  "generatedAt": "2026-09-10T07:05:03.576071+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-10T06:56:24.262905+00:00",
+  "generatedAt": "2026-09-10T07:04:57.589678+00:00",
-  "lastSyncTime": "2026-09-10T06:56:22.046035+00:00",
+  "lastSyncTime": "2026-09-10T07:04:57.311825+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1551,24 +1551,24 @@
         "decisionSuccessRate": 0.0909,
         "decisionTotal": 22,
         "failureBreakdown": {
-          "ambiguous_runtime": 18,
+          "ambiguous_runtime": 19,
           "framework_architecture_unsupported": 18,
           "memory_capacity": 1,
           "tokenizer_compatibility": 1,
           "验证失败": 39
         },
-        "failureCount": 77,
+        "failureCount": 78,
-        "failureRate": 0.9747,
+        "failureRate": 0.975,
         "framework": "unknown",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0253,
+        "successRate": 0.025,
         "targetGpu": "Cambricon_mlu-370-x4",
         "taskType": "text-generation",
-        "total": 79,
+        "total": 80,
-        "unresolvedFailureCount": 57
+        "unresolvedFailureCount": 58
       },
       "Cambricon_mlu-370-x8|unknown|text-generation": {
         "attributableFailureCount": 7,
@@ -2235,14 +2235,14 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 35,
         "failureBreakdown": {
-          "ambiguous_runtime": 11,
+          "ambiguous_runtime": 13,
           "framework_architecture_unsupported": 27,
           "memory_capacity": 1,
           "model_load": 3,
           "repository_structure": 3,
           "runtime_memory": 1
         },
-        "failureCount": 46,
+        "failureCount": 48,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -2252,8 +2252,8 @@
         "successRate": 0.0,
         "targetGpu": "hygon_k100-ai",
         "taskType": "text-generation",
-        "total": 46,
+        "total": 48,
-        "unresolvedFailureCount": 11
+        "unresolvedFailureCount": 13
       }
     },
     "frameworkSummaries": {
@@ -2300,7 +2300,7 @@
         "decisionSuccessRate": 0.284,
         "decisionTotal": 169,
         "failureBreakdown": {
-          "ambiguous_runtime": 106,
+          "ambiguous_runtime": 107,
           "backend_operator": 2,
           "framework_architecture_unsupported": 87,
           "memory_capacity": 5,
@@ -2309,15 +2309,15 @@
           "参数/模板问题": 56,
           "验证失败": 673
         },
-        "failureCount": 956,
+        "failureCount": 957,
         "failureRate": 0.9522,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 48,
         "successRate": 0.0478,
-        "total": 1004,
+        "total": 1005,
-        "unresolvedFailureCount": 835
+        "unresolvedFailureCount": 836
       },
       "vllm": {
         "attributableFailureCount": 230,
@@ -2325,7 +2325,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 230,
         "failureBreakdown": {
-          "ambiguous_runtime": 148,
+          "ambiguous_runtime": 150,
           "backend_operator": 24,
           "framework_architecture_unsupported": 169,
           "memory_capacity": 6,
@@ -2336,15 +2336,15 @@
           "tokenizer_compatibility": 3,
           "参数/模板问题": 21
         },
-        "failureCount": 400,
+        "failureCount": 402,
         "failureRate": 1.0,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 0,
         "successRate": 0.0,
-        "total": 400,
+        "total": 402,
-        "unresolvedFailureCount": 169
+        "unresolvedFailureCount": 171
       },
       "vllm-mlu": {
         "attributableFailureCount": 7,
@@ -2447,7 +2447,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-10T06:56:24.258540+00:00",
+    "generatedAt": "2026-09-10T07:04:57.585456+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2527,21 +2527,21 @@
         "decisionSuccessRate": 0.0909,
         "decisionTotal": 22,
         "failureBreakdown": {
-          "ambiguous_runtime": 18,
+          "ambiguous_runtime": 19,
           "framework_architecture_unsupported": 18,
           "memory_capacity": 1,
           "tokenizer_compatibility": 1,
           "验证失败": 39
         },
-        "failureCount": 77,
+        "failureCount": 78,
-        "failureRate": 0.9747,
+        "failureRate": 0.975,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0253,
+        "successRate": 0.025,
-        "total": 79,
+        "total": 80,
-        "unresolvedFailureCount": 57
+        "unresolvedFailureCount": 58
       },
       "Cambricon_mlu-370-x8": {
         "attributableFailureCount": 17,
@@ -2754,7 +2754,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 38,
         "failureBreakdown": {
-          "ambiguous_runtime": 13,
+          "ambiguous_runtime": 15,
           "framework_architecture_unsupported": 30,
           "memory_capacity": 1,
           "model_load": 3,
@@ -2763,15 +2763,15 @@
           "参数/模板问题": 8,
           "验证失败": 27
         },
-        "failureCount": 86,
+        "failureCount": 88,
         "failureRate": 1.0,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 0,
         "successRate": 0.0,
-        "total": 86,
+        "total": 88,
-        "unresolvedFailureCount": 48
+        "unresolvedFailureCount": 50
       }
     },
     "observedGpuMemoryGiB": {
@@ -4051,28 +4051,28 @@
         "attributableFailureCount": 3,
         "consecutiveFailures": 3,
         "consecutivePlatformFailures": 0,
-        "decisionFailureRate": 0.6,
+        "decisionFailureRate": 0.75,
-        "decisionSuccessRate": 0.4,
+        "decisionSuccessRate": 0.25,
-        "decisionTotal": 5,
+        "decisionTotal": 4,
         "failureBreakdown": {
-          "ambiguous_runtime": 5,
+          "ambiguous_runtime": 6,
           "framework_architecture_unsupported": 2,
           "tokenizer_compatibility": 1
         },
-        "failureCount": 8,
+        "failureCount": 9,
-        "failureRate": 0.8,
+        "failureRate": 0.9,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T06:56:22.046014+00:00",
+        "lastTerminalAt": "2026-09-10T07:04:57.311794+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
-        "successCount": 2,
+        "successCount": 1,
-        "successRate": 0.2,
+        "successRate": 0.1,
         "targetGpu": "Cambricon_mlu-370-x4",
         "taskType": "text-generation",
         "total": 10,
-        "unresolvedFailureCount": 5
+        "unresolvedFailureCount": 6
       },
       "Cambricon_mlu-370-x8|unknown|text-generation": {
         "attributableFailureCount": 2,
@@ -4518,23 +4518,23 @@
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 0.0,
         "decisionSuccessRate": 1.0,
-        "decisionTotal": 2,
+        "decisionTotal": 1,
         "failureBreakdown": {
           "参数/模板问题": 2
         },
         "failureCount": 2,
-        "failureRate": 0.5,
+        "failureRate": 0.6667,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
         "lastTerminalAt": "2026-09-07T22:32:11.428244+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
-        "successCount": 2,
+        "successCount": 1,
-        "successRate": 0.5,
+        "successRate": 0.3333,
         "targetGpu": "Vastai_va16",
         "taskType": "text-generation",
-        "total": 4,
+        "total": 3,
         "unresolvedFailureCount": 2
       },
       "Vastai_va16|vllm_fix_tokenizer|text-generation": {
@@ -4646,16 +4646,16 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 8,
         "failureBreakdown": {
-          "ambiguous_runtime": 8,
+          "ambiguous_runtime": 10,
           "framework_architecture_unsupported": 6,
           "model_load": 1,
           "repository_structure": 1
         },
-        "failureCount": 16,
+        "failureCount": 18,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T06:03:48.106939+00:00",
+        "lastTerminalAt": "2026-09-10T07:04:57.311815+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4663,8 +4663,8 @@
         "successRate": 0.0,
         "targetGpu": "hygon_k100-ai",
         "taskType": "text-generation",
-        "total": 16,
+        "total": 18,
-        "unresolvedFailureCount": 8
+        "unresolvedFailureCount": 10
       }
     },
     "recentProfileCombinationStats": {
@@ -6897,15 +6897,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1523,
+    "terminalRecords": 1526,
-    "totalRecords": 1610,
+    "totalRecords": 1613,
     "totals": {
       "attributableFailureCount": 400,
       "decisionFailureRate": 0.8909,
       "decisionSuccessRate": 0.1091,
       "decisionTotal": 449,
       "failureBreakdown": {
-        "ambiguous_runtime": 304,
+        "ambiguous_runtime": 307,
         "backend_operator": 29,
         "framework_architecture_unsupported": 271,
         "memory_capacity": 11,
@@ -6917,21 +6917,21 @@
         "参数/模板问题": 95,
         "验证失败": 673
       },
-      "failureCount": 1474,
+      "failureCount": 1477,
-      "failureRate": 0.9678,
+      "failureRate": 0.9679,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 2,
       "successCount": 49,
-      "successRate": 0.0322,
+      "successRate": 0.0321,
-      "total": 1523,
+      "total": 1526,
-      "unresolvedFailureCount": 1072
+      "unresolvedFailureCount": 1075
     },
     "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。",
@@ -6939,7 +6939,7 @@
       "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。",
@@ -6960,6 +6960,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1610,
+  "summarizedRecords": 1613,
   "version": 1
 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,6 @@
+{"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": "2026-09-10T07:04:57.311815+00:00", "modelId": "nm-testing/nonuniform", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T07:03:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4493609", "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": "2026-09-10T07:04:57.311825+00:00", "modelId": "RedHatAI/starcoder2-15b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T07:03:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4493601", "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": "2026-09-10T07:04:57.311794+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:59:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497056", "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": "2026-09-10T06:56:22.046014+00:00", "modelId": "neuralmagic/starcoder2-15b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:55:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4496936", "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": "2026-09-10T06:56:22.046035+00:00", "modelId": "RedHatAI/starcoder2-15b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:55:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477785", "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": "2026-09-10T06:40:56.094753+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:35:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505108", "taskType": "text-generation", "verifyResult": -1}
@@ -295,6 +298,3 @@
 {"failReason": null, "framework": "", "lastSyncTime": "2026-09-07T14:07:33.009927+00:00", "modelId": "dickeyli/llmrec-onereason-8b-sh2-grpo4-step240", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-07T14:05:22+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4471039", "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": "2026-09-07T13:23:28.609297+00:00", "modelId": "dickeyli/llmrec-onereason-8b-sh2-grpo4-step160", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T13:13:21+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4460285", "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": "2026-09-07T13:23:28.609319+00:00", "modelId": "dickeyli/llmrec-onereason-8b-sh2-grpo4-step240", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T13:09:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4461004", "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": "2026-09-07T13:23:28.609330+00:00", "modelId": "fla-hub/rwkv7-2.9B-world", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T13:07:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4079226", "taskType": "text-generation", "verifyResult": -1}
-{"failReason": null, "framework": "", "lastSyncTime": "2026-09-07T13:23:28.609340+00:00", "modelId": "Josephgflowers/Phinance-Phi-3.5-mini-instruct-finance-v0.2", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-07T12:59:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4079236", "taskType": "text-generation", "verifyResult": 1}
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manifest.json

@@ -1,24 +1,24 @@
 {
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   "writerId": "58ff5dc2a2d64b119ad1e4560700f977"
 }