state: generation 4876 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1310,7 +1310,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T01:07:07.082995+00:00",
+  "generatedAt": "2026-09-10T01:09:47.744198+00:00",
   "summary": {
     "activeBlockCount": 65,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -19,7 +19,7 @@
     "10": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 346,
+      "listingErrors": 347,
       "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": 10,
+  "nextAccountIndex": 11,
   "recordsScanned": 0,
   "seenTaskIds": [],
   "startedAt": "2026-09-04T03:55:51.365685+00:00",
   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-10T01:07:07.053609+00:00",
+  "updatedAt": "2026-09-10T01:09:47.721188+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T01:05:44.789280+00:00",
+  "generatedAt": "2026-09-10T01:08:18.864512+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-10T00:51:37.700651+00:00",
+  "generatedAt": "2026-09-10T01:08:08.352759+00:00",
-  "lastSyncTime": "2026-09-10T00:51:37.399593+00:00",
+  "lastSyncTime": "2026-09-10T01:08:07.916865+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1471,13 +1471,13 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 37,
         "failureBreakdown": {
-          "ambiguous_runtime": 21,
+          "ambiguous_runtime": 22,
           "framework_architecture_unsupported": 33,
           "memory_capacity": 1,
           "repository_structure": 1,
           "tokenizer_compatibility": 2
         },
-        "failureCount": 58,
+        "failureCount": 59,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -1487,8 +1487,8 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
-        "total": 58,
+        "total": 59,
-        "unresolvedFailureCount": 21
+        "unresolvedFailureCount": 22
       },
       "Biren_166m|unknown|text-generation": {
         "attributableFailureCount": 24,
@@ -2318,7 +2318,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 227,
         "failureBreakdown": {
-          "ambiguous_runtime": 125,
+          "ambiguous_runtime": 126,
           "backend_operator": 22,
           "framework_architecture_unsupported": 168,
           "memory_capacity": 6,
@@ -2329,15 +2329,15 @@
           "tokenizer_compatibility": 3,
           "参数/模板问题": 21
         },
-        "failureCount": 374,
+        "failureCount": 375,
         "failureRate": 1.0,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 0,
         "successRate": 0.0,
-        "total": 374,
+        "total": 375,
-        "unresolvedFailureCount": 146
+        "unresolvedFailureCount": 147
       },
       "vllm-mlu": {
         "attributableFailureCount": 7,
@@ -2440,7 +2440,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-10T00:51:37.696533+00:00",
+    "generatedAt": "2026-09-10T01:08:08.348909+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2471,7 +2471,7 @@
         "decisionSuccessRate": 0.05,
         "decisionTotal": 40,
         "failureBreakdown": {
-          "ambiguous_runtime": 22,
+          "ambiguous_runtime": 23,
           "framework_architecture_unsupported": 33,
           "memory_capacity": 1,
           "model_load": 1,
@@ -2480,15 +2480,15 @@
           "参数/模板问题": 11,
           "验证失败": 175
         },
-        "failureCount": 246,
+        "failureCount": 247,
-        "failureRate": 0.9919,
+        "failureRate": 0.992,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0081,
+        "successRate": 0.008,
-        "total": 248,
+        "total": 249,
-        "unresolvedFailureCount": 208
+        "unresolvedFailureCount": 209
       },
       "Biren_166m": {
         "attributableFailureCount": 25,
@@ -4001,7 +4001,7 @@
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-09T22:57:38.803923+00:00",
+        "lastTerminalAt": "2026-09-10T01:08:07.916865+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -6745,15 +6745,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1470,
+    "terminalRecords": 1471,
-    "totalRecords": 1554,
+    "totalRecords": 1555,
     "totals": {
       "attributableFailureCount": 390,
       "decisionFailureRate": 0.8904,
       "decisionSuccessRate": 0.1096,
       "decisionTotal": 438,
       "failureBreakdown": {
-        "ambiguous_runtime": 263,
+        "ambiguous_runtime": 264,
         "backend_operator": 25,
         "framework_architecture_unsupported": 266,
         "memory_capacity": 11,
@@ -6765,21 +6765,21 @@
         "参数/模板问题": 94,
         "验证失败": 673
       },
-      "failureCount": 1422,
+      "failureCount": 1423,
-      "failureRate": 0.9673,
+      "failureRate": 0.9674,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 2,
       "successCount": 48,
-      "successRate": 0.0327,
+      "successRate": 0.0326,
-      "total": 1470,
+      "total": 1471,
-      "unresolvedFailureCount": 1030
+      "unresolvedFailureCount": 1031
     },
     "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。",
@@ -6787,7 +6787,7 @@
       "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。",
@@ -6808,6 +6808,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1554,
+  "summarizedRecords": 1555,
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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": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T01:08:07.916865+00:00", "modelId": "neuralmagic/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T01:05:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471909", "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": "2026-09-10T00:51:37.399566+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T00:51:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477721", "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": "2026-09-10T00:20:21.332930+00:00", "modelId": "neuralmagic/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T00:17:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610357", "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": "2026-09-10T00:20:21.332898+00:00", "modelId": "neuralmagic/Llama-3.2-3B-Instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T00:15:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477714", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "transformers", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "transformers", "lastSyncTime": "2026-09-07T00:49:02.203762+00:00", "modelId": "KoboldAI/GPT-Neo-2.7B-Janeway", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T00:45:21+00:00", "targetGpu": "Iluvatar_bi-100", "taskId": "4079342", "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": "2026-09-06T23:14:15.399932+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T23:07:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609071", "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": "2026-09-06T23:03:44.211968+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed-FP16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T23:03:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609079", "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", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "", "lastSyncTime": "2026-09-06T22:43:37.806836+00:00", "modelId": "sahilchachra/Qwythos-9B-Claude-Mythos-5-1M-AWQ", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T22:39:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4080057", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
 {
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-    ".modelhub_state/market_intelligence.json": "52727dfdb76efc03483eaa001e95ead03650654d6aa972ff7fa98549dbc54337",
+    ".modelhub_state/market_intelligence.json": "4f31f6e1ab6ed56d341c1725a7ab590d3c0566104b181cbb8363532166f0c004",
-    ".modelhub_state/official_capabilities.json": "380bde84d2bd5686349c0975c49eb8b6869e939676ae7ead777d67da78475824",
+    ".modelhub_state/official_capabilities.json": "dfb1522f28586b97597509a238cd6856ddad3c482f86aa9847113b9c310f976e",
-    ".modelhub_state/outcome_checkpoint.json": "5c6b2676c2a343936f7e891ccf407d99d0d1de2555b202ba44e8622db24d7286",
+    ".modelhub_state/outcome_checkpoint.json": "265180dfbd1f2e5f9d21feff4b750a9e939294bba58e00352afee3b391b95e8b",
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+    ".modelhub_state/recent_outcomes.jsonl": "9bded632ceec199ebff2bf0055ae06297560a1be86442cb7b5d2f5d8e3ad7d03",
-    ".modelhub_state/recovery_active_tasks.jsonl": "a6de32fa8805b3fe514c7328b4fd4182b33dd6609b0977e9aa4abdece6886039",
+    ".modelhub_state/recovery_active_tasks.jsonl": "2ca433c50a45285b78910991c0f4b7a290896ff9149861b824203b52bce6275c",
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+    ".modelhub_state/recovery_intents.jsonl": "c75839551e7028efa23aed0ef8797c09d68ac1f10fadf7d56038a4a7b22e1c2e",
     ".modelhub_state/routing_intelligence.json": "9728fc332171710c9563b5aee57d999c7c39f45a5a695c768154b5b8537aa569",
     ".modelhub_state/submission_exclusions.jsonl": "363b21d9f5526f9b072e4f5ff55cc1ff126e844da64fb08a7b6e4d09b2559cdb",
     ".modelhub_state/worker_crashes.jsonl": "d1c3f447ce0377ed5e820c2b5ff730d29f84a96af4fd14332b138f78c0ddde76",
     "ledger/submissions.jsonl": "d3d29ab2fb33ff857f3c3c9354c6739c5c8d08ac96f7490ed8d5ca71d4132be9",
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+  "generation": 4876,
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-  "updatedAt": "2026-09-10T01:07:07.163028+00:00",
+  "updatedAt": "2026-09-10T01:09:48.571346+00:00",
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 }