state: generation 5096 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1317,7 +1317,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T09:28:55.478248+00:00",
+  "generatedAt": "2026-09-10T09:32:05.329723+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -19,7 +19,7 @@
     "10": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 361,
+      "listingErrors": 362,
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       "recordsScanned": 0,
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@@ -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": "2026-09-10T09:28:55.448562+00:00",
+  "updatedAt": "2026-09-10T09:32:05.306046+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T09:26:58.124159+00:00",
+  "generatedAt": "2026-09-10T09:30:08.730108+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-10T09:20:50.642259+00:00",
+  "generatedAt": "2026-09-10T09:29:58.731302+00:00",
-  "lastSyncTime": "2026-09-10T09:20:50.207436+00:00",
+  "lastSyncTime": "2026-09-10T09:29:56.132283+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2001,20 +2001,20 @@
         "unresolvedFailureCount": 1
       },
       "Mthreads_s4000|vllm|text-generation": {
-        "attributableFailureCount": 31,
+        "attributableFailureCount": 32,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 31,
+        "decisionTotal": 32,
         "failureBreakdown": {
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-          "backend_operator": 3,
+          "backend_operator": 4,
           "framework_architecture_unsupported": 22,
           "memory_capacity": 1,
           "model_load": 2,
           "repository_structure": 1,
           "runtime_memory": 2
         },
-        "failureCount": 57,
+        "failureCount": 58,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -2024,7 +2024,7 @@
         "successRate": 0.0,
         "targetGpu": "Mthreads_s4000",
         "taskType": "text-generation",
-        "total": 57,
+        "total": 58,
         "unresolvedFailureCount": 26
       },
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@@ -2320,13 +2320,13 @@
         "unresolvedFailureCount": 844
       },
       "vllm": {
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+        "attributableFailureCount": 235,
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+        "decisionFailureRate": 0.9958,
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+        "decisionSuccessRate": 0.0042,
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+        "decisionTotal": 236,
         "failureBreakdown": {
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-          "backend_operator": 28,
+          "backend_operator": 29,
           "framework_architecture_unsupported": 169,
           "memory_capacity": 6,
           "model_load": 18,
@@ -2336,14 +2336,14 @@
           "tokenizer_compatibility": 3,
           "参数/模板问题": 21
         },
-        "failureCount": 411,
+        "failureCount": 412,
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         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 1,
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-        "total": 412,
+        "total": 413,
         "unresolvedFailureCount": 176
       },
       "vllm-mlu": {
@@ -2447,7 +2447,7 @@
         "unresolvedFailureCount": 1
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     },
-    "generatedAt": "2026-09-10T09:20:50.635463+00:00",
+    "generatedAt": "2026-09-10T09:29:58.725727+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
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@@ -2678,13 +2678,13 @@
         "unresolvedFailureCount": 72
       },
       "Mthreads_s4000": {
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         "failureBreakdown": {
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+          "backend_operator": 4,
           "framework_architecture_unsupported": 22,
           "memory_capacity": 1,
           "model_load": 3,
@@ -2693,14 +2693,14 @@
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           "验证失败": 26
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+        "failureCount": 92,
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         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0215,
+        "successRate": 0.0213,
-        "total": 93,
+        "total": 94,
         "unresolvedFailureCount": 59
       },
       "Sunrise_pt-200-x1": {
@@ -4257,11 +4257,11 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 4,
         "failureBreakdown": {
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+          "ambiguous_runtime": 4,
           "backend_operator": 2,
           "framework_architecture_unsupported": 2
         },
-        "failureCount": 9,
+        "failureCount": 8,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
@@ -4273,8 +4273,8 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 9,
+        "total": 8,
-        "unresolvedFailureCount": 5
+        "unresolvedFailureCount": 4
       },
       "Iluvatar_mrv-100|unknown|text-generation": {
         "attributableFailureCount": 16,
@@ -4429,24 +4429,24 @@
         "unresolvedFailureCount": 0
       },
       "Mthreads_s4000|vllm|text-generation": {
-        "attributableFailureCount": 5,
+        "attributableFailureCount": 6,
-        "consecutiveFailures": 5,
+        "consecutiveFailures": 6,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 5,
+        "decisionTotal": 6,
         "failureBreakdown": {
           "ambiguous_runtime": 7,
-          "backend_operator": 2,
+          "backend_operator": 3,
           "framework_architecture_unsupported": 1,
           "model_load": 1,
           "runtime_memory": 1
         },
-        "failureCount": 12,
+        "failureCount": 13,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T08:45:45.454624+00:00",
+        "lastTerminalAt": "2026-09-10T09:29:56.132283+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4454,7 +4454,7 @@
         "successRate": 0.0,
         "targetGpu": "Mthreads_s4000",
         "taskType": "text-generation",
-        "total": 12,
+        "total": 13,
         "unresolvedFailureCount": 7
       },
       "Sunrise_pt-200-x1|unknown|text-generation": {
@@ -6986,16 +6986,16 @@
         "unresolvedFailureCount": 0
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     },
-    "terminalRecords": 1549,
+    "terminalRecords": 1550,
-    "totalRecords": 1636,
+    "totalRecords": 1637,
     "totals": {
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+      "attributableFailureCount": 405,
-      "decisionFailureRate": 0.8879,
+      "decisionFailureRate": 0.8882,
-      "decisionSuccessRate": 0.1121,
+      "decisionSuccessRate": 0.1118,
-      "decisionTotal": 455,
+      "decisionTotal": 456,
       "failureBreakdown": {
         "ambiguous_runtime": 324,
-        "backend_operator": 33,
+        "backend_operator": 34,
         "framework_architecture_unsupported": 271,
         "memory_capacity": 11,
         "model_load": 46,
@@ -7006,21 +7006,21 @@
         "参数/模板问题": 95,
         "验证失败": 673
       },
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       "pendingCount": 0,
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       "successRate": 0.0329,
-      "total": 1549,
+      "total": 1550,
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     },
     "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 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。",
       "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。",
@@ -7028,7 +7028,7 @@
       "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 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。",
       "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。",
@@ -7049,6 +7049,6 @@
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-  "summarizedRecords": 1636,
+  "summarizedRecords": 1637,
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 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
+{"failReason": "backend_operator", "failureAction": "prefer_other_proven_framework_or_gpu", "failureCategory": "backend_operator", "failureClassificationReason": "backend_version_dependent", "failureCode": "MISSING_OPERATOR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "gpu_framework", "framework": "vllm", "lastSyncTime": "2026-09-10T09:29:56.132283+00:00", "modelId": "neuralmagic/starcoder2-15b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T09:27:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532020", "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": "2026-09-10T09:20:50.207436+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T09:19:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505117", "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": "2026-09-10T09:20:50.207399+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T09:17:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610375", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "quantization_error", "failureCode": "QUANTIZATION_ERROR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T09:20:50.207423+00:00", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T09:17:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610372", "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": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-07T20:39:52.300718+00:00", "modelId": "mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T20:35:22+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4461773", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-07T20:39:52.300729+00:00", "modelId": "nightmedia/Gemma3-27B-it-vl-HERETIC-GLM4.7-2200x-cp515-q6-mlx", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-07T20:31:03+00:00", "targetGpu": "Vastai_va16", "taskId": "4079310", "taskType": "text-generation", "verifyResult": null}
 {"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": "2026-09-07T20:06:50.393090+00:00", "modelId": "nv-community/NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T20:01:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4458360", "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": "2026-09-07T19:45:42.406219+00:00", "modelId": "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T19:39:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4498542", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
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-    ".modelhub_state/recovery_intents.jsonl": "980070abd42ebbd8cea9f778cb7a638ee06144b3e4e053e240020e6668cfdf31",
+    ".modelhub_state/recovery_intents.jsonl": "c5b1f641cf3e47a5deac0436f1e15a755f6e555a949ae1d33940fe60e32ba316",
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+  "generation": 5096,
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+  "updatedAt": "2026-09-10T09:32:05.809466+00:00",
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 }