state: generation 5857 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1307,7 +1307,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-11T20:02:22.766204+00:00",
+  "generatedAt": "2026-09-11T20:05:31.652113+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -35,7 +35,7 @@
     "2": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 419,
+      "listingErrors": 420,
       "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": 2,
+  "nextAccountIndex": 3,
   "recordsScanned": 0,
   "seenTaskIds": [],
   "startedAt": "2026-09-04T03:55:51.365685+00:00",
   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-11T20:02:22.742126+00:00",
+  "updatedAt": "2026-09-11T20:05:31.626568+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-11T19:57:58.483765+00:00",
+  "generatedAt": "2026-09-11T20:03:30.992962+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-11T18:23:30.542558+00:00",
+  "generatedAt": "2026-09-11T20:03:23.747278+00:00",
-  "lastSyncTime": "2026-09-11T18:23:30.509203+00:00",
+  "lastSyncTime": "2026-09-11T20:03:23.495341+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1762,18 +1762,18 @@
         "unresolvedFailureCount": 4
       },
       "Iluvatar_bi-150|vllm|text-generation": {
-        "attributableFailureCount": 14,
+        "attributableFailureCount": 15,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 14,
+        "decisionTotal": 15,
         "failureBreakdown": {
           "ambiguous_runtime": 7,
           "backend_operator": 2,
-          "framework_architecture_unsupported": 7,
+          "framework_architecture_unsupported": 8,
           "model_load": 3,
           "runtime_memory": 2
         },
-        "failureCount": 21,
+        "failureCount": 22,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -1783,7 +1783,7 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 21,
+        "total": 22,
         "unresolvedFailureCount": 7
       },
       "Iluvatar_mrv-100|unknown|text-generation": {
@@ -2316,14 +2316,14 @@
         "unresolvedFailureCount": 860
       },
       "vllm": {
-        "attributableFailureCount": 241,
+        "attributableFailureCount": 242,
-        "decisionFailureRate": 0.9877,
+        "decisionFailureRate": 0.9878,
-        "decisionSuccessRate": 0.0123,
+        "decisionSuccessRate": 0.0122,
-        "decisionTotal": 244,
+        "decisionTotal": 245,
         "failureBreakdown": {
           "ambiguous_runtime": 195,
           "backend_operator": 33,
-          "framework_architecture_unsupported": 169,
+          "framework_architecture_unsupported": 170,
           "memory_capacity": 6,
           "model_load": 18,
           "platform_infrastructure": 1,
@@ -2332,14 +2332,14 @@
           "tokenizer_compatibility": 4,
           "参数/模板问题": 24
         },
-        "failureCount": 461,
+        "failureCount": 462,
         "failureRate": 0.9935,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 3,
         "successRate": 0.0065,
-        "total": 464,
+        "total": 465,
         "unresolvedFailureCount": 219
       },
       "vllm-mlu": {
@@ -2443,7 +2443,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-11T18:23:30.538892+00:00",
+    "generatedAt": "2026-09-11T20:03:23.743013+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2582,27 +2582,27 @@
         "unresolvedFailureCount": 26
       },
       "Iluvatar_bi-150": {
-        "attributableFailureCount": 19,
+        "attributableFailureCount": 20,
-        "decisionFailureRate": 0.7037,
+        "decisionFailureRate": 0.7143,
-        "decisionSuccessRate": 0.2963,
+        "decisionSuccessRate": 0.2857,
-        "decisionTotal": 27,
+        "decisionTotal": 28,
         "failureBreakdown": {
           "ambiguous_runtime": 12,
           "backend_operator": 5,
-          "framework_architecture_unsupported": 8,
+          "framework_architecture_unsupported": 9,
           "model_load": 4,
           "runtime_memory": 2,
           "参数/模板问题": 1,
           "验证失败": 30
         },
-        "failureCount": 62,
+        "failureCount": 63,
-        "failureRate": 0.8857,
+        "failureRate": 0.8873,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 8,
-        "successRate": 0.1143,
+        "successRate": 0.1127,
-        "total": 70,
+        "total": 71,
         "unresolvedFailureCount": 43
       },
       "Iluvatar_mrv-100": {
@@ -4240,14 +4240,14 @@
         "decisionTotal": 3,
         "failureBreakdown": {
           "ambiguous_runtime": 3,
-          "backend_operator": 2,
+          "backend_operator": 1,
-          "framework_architecture_unsupported": 1
+          "framework_architecture_unsupported": 2
         },
         "failureCount": 6,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-09T19:18:48.711664+00:00",
+        "lastTerminalAt": "2026-09-11T20:03:23.495341+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -6960,17 +6960,17 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1663,
+    "terminalRecords": 1664,
-    "totalRecords": 1750,
+    "totalRecords": 1751,
     "totals": {
-      "attributableFailureCount": 439,
+      "attributableFailureCount": 440,
-      "decisionFailureRate": 0.8887,
+      "decisionFailureRate": 0.8889,
-      "decisionSuccessRate": 0.1113,
+      "decisionSuccessRate": 0.1111,
-      "decisionTotal": 494,
+      "decisionTotal": 495,
       "failureBreakdown": {
         "ambiguous_runtime": 393,
         "backend_operator": 40,
-        "framework_architecture_unsupported": 274,
+        "framework_architecture_unsupported": 275,
         "memory_capacity": 11,
         "model_load": 61,
         "platform_infrastructure": 4,
@@ -6980,31 +6980,30 @@
         "参数/模板问题": 99,
         "验证失败": 673
       },
-      "failureCount": 1608,
+      "failureCount": 1609,
       "failureRate": 0.9669,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 4,
       "successCount": 55,
       "successRate": 0.0331,
-      "total": 1663,
+      "total": 1664,
       "unresolvedFailureCount": 1165
     },
     "warnings": [
       "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 Iluvatar_mrv-100 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 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 MetaX_c-500 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 Iluvatar_bi-150 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 Cambricon_mlu-370-x8 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 Ascend_910-b4 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 Cambricon_mlu-370-x4 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-x4|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 Mthreads_s4000|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 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 Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -7019,10 +7018,11 @@
       "组合 hygon_k100-ai|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 Iluvatar_bi-150|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 Vastai_va16|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 Cambricon_mlu-370-x4|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 hygon_k100-ai|vllm-patch-tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。"
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1750,
+  "summarizedRecords": 1751,
   "version": 1
 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
+{"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", "framework": "vllm", "lastSyncTime": "2026-09-11T20:03:23.495341+00:00", "modelId": "amd/Qwen2.5-7B-Instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T19:59:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4079943", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": null, "framework": "", "lastSyncTime": "2026-09-11T18:23:30.509203+00:00", "modelId": "LiquidAI/LFM2-2.6B-Transcript-GGUF", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-11T18:21:22+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4079227", "taskType": "text-generation", "verifyResult": 1}
 {"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-11T17:04:58.435558+00:00", "modelId": "nm-testing/nonuniform", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T16:55:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523307", "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, "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-11T14:13:29.151029+00:00", "modelId": "RedHatAI/starcoder2-15b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T14:11:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523303", "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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-08T10:53:19.117664+00:00", "modelId": "mlx-community/Ornith-1.0-9B-4bit", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T10:39:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4080189", "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": "2026-09-08T10:53:19.117686+00:00", "modelId": "ModelCloud.AI/Qwen2.5-0.5B-Instruct-gptqmodel-4bit", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T10:35:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4080017", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "runtime_memory", "failureAction": "lower_memory_risk_or_reject_combination", "failureCategory": "runtime_memory", "failureClassificationReason": "structured_device_oom", "failureCode": "DEVICE_OOM", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu", "framework": "vllm", "lastSyncTime": "2026-09-08T10:53:19.117711+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T10:33:22+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4488350", "taskType": "text-generation", "verifyResult": -1}
-{"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": "2026-09-08T10:53:19.117696+00:00", "modelId": "cyankiwi/Ornith-1.0-9B-AWQ-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T10:27:22+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4079920", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
 {
   "agentVersion": "2026.09.04.4",
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "1873486f0169f5f278df6757468f54c9caad3786942daa6f2254ddae4e10f87e",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "22f023027a0d9b71f65edd861bfdc31a06ff0ec7c74523992a071594d64c97f1",
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-    ".modelhub_state/market_intelligence.json": "440000c4e049f28b0e1f6cfa96053964baaca40a7705849c3e9c147b5f09e354",
+    ".modelhub_state/market_intelligence.json": "fe0ab3b056e5a4613b09832eab731bea6e87c6fd9ab292fa4e24f25649f5eaa9",
-    ".modelhub_state/official_capabilities.json": "c8db80bfdf516659f62e6492afc5e5cedeae73b6524d8d684e414b375c61e664",
+    ".modelhub_state/official_capabilities.json": "753ce6beb730832c9e1dc085757c137d78c69065a80eed4578ba1d08d6c2b0c5",
-    ".modelhub_state/outcome_checkpoint.json": "7d7e3c03435077d702aeac7fea7a39c89cd8c03ced3888612787ab1187604132",
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-    ".modelhub_state/recent_outcomes.jsonl": "696c8282e40144a5f62605843b8cc373d73561026952367ea15b6978238ff0df",
+    ".modelhub_state/recent_outcomes.jsonl": "5ba980b328a3422cdee04766611633e0e0b2ee853a92b1161308dccf348d098a",
-    ".modelhub_state/recovery_active_tasks.jsonl": "f50b50805fea09ed5bca7f47d64aafca5344ee840bd80be4aa9283c6b7abaa92",
+    ".modelhub_state/recovery_active_tasks.jsonl": "8985f450a5856f370538f58287821370421ac67884878b645238efbd3b07df2b",
-    ".modelhub_state/recovery_intents.jsonl": "4b8e7b3f7eff63ea081fb003ebfbff15247f5722f80ab38b11abbedffe1999c4",
+    ".modelhub_state/recovery_intents.jsonl": "cb933ed542e0e0168a6599ff99eced2ba3ba422d7724ff84c3645aba65455715",
     ".modelhub_state/routing_intelligence.json": "2da3713196ca1e91894849ef085aa23e7bbbe62f73e4798de45905af36ff3d02",
     ".modelhub_state/submission_exclusions.jsonl": "14480c58228be6b76e21e98008960b815d20d16132dcab7a11e5b449c5e2d220",
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     "ledger/submissions.jsonl": "3ab3b5a7948321363483df7e744cbfbeffd1d760cd4f71f95cc60aff52bdf233",
     "outcomes/submissions.jsonl": "7c95d20dc8045bece4b2a76fc32adf6b921687d867ac930b1920289c4b9b4510"
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-  "generation": 5856,
+  "generation": 5857,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-11T20:02:22.844020+00:00",
+  "updatedAt": "2026-09-11T20:05:32.334443+00:00",
   "writerId": "18252d8a8ef94333abd55823b2d81c42"
 }