state: generation 5828 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1307,7 +1307,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-11T18:22:28.809690+00:00",
+  "generatedAt": "2026-09-11T18:25:48.383409+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -27,7 +27,7 @@
     "11": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
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@@ -102,12 +102,12 @@
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   "failureLogsInspected": 0,
   "mode": "incremental_decision_only",
-  "nextAccountIndex": 11,
+  "nextAccountIndex": 0,
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-  "updatedAt": "2026-09-11T18:22:28.786269+00:00",
+  "updatedAt": "2026-09-11T18:25:48.357032+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-11T18:19:31.471191+00:00",
+  "generatedAt": "2026-09-11T18:23:37.768902+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-11T17:04:58.675755+00:00",
+  "generatedAt": "2026-09-11T18:23:30.542558+00:00",
-  "lastSyncTime": "2026-09-11T17:04:58.435558+00:00",
+  "lastSyncTime": "2026-09-11T18:23:30.509203+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1720,22 +1720,22 @@
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         "decisionFailureRate": 0.0,
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         "pendingCount": 0,
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         "platformFailureCount": 0,
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+        "successCount": 6,
-        "successRate": 0.1389,
+        "successRate": 0.1622,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 36,
+        "total": 37,
         "unresolvedFailureCount": 31
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation": {
@@ -2291,9 +2291,9 @@
       },
       "unknown": {
         "attributableFailureCount": 141,
-        "decisionFailureRate": 0.7421,
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+        "decisionTotal": 191,
         "failureBreakdown": {
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           "backend_operator": 4,
@@ -2306,13 +2306,13 @@
           "验证失败": 673
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         "failureCount": 1002,
-        "failureRate": 0.9534,
+        "failureRate": 0.9525,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
-        "successCount": 49,
+        "successCount": 50,
-        "successRate": 0.0466,
+        "successRate": 0.0475,
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+        "total": 1052,
         "unresolvedFailureCount": 860
       },
       "vllm": {
@@ -2443,7 +2443,7 @@
         "unresolvedFailureCount": 1
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     },
-    "generatedAt": "2026-09-11T17:04:58.671673+00:00",
+    "generatedAt": "2026-09-11T18:23:30.538892+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2583,9 +2583,9 @@
       },
       "Iluvatar_bi-150": {
         "attributableFailureCount": 19,
-        "decisionFailureRate": 0.7308,
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         "failureBreakdown": {
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           "backend_operator": 5,
@@ -2596,13 +2596,13 @@
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       },
       "Iluvatar_mrv-100": {
@@ -4208,6 +4208,29 @@
         "total": 1,
         "unresolvedFailureCount": 1
       },
+      "Iluvatar_bi-150|unknown|text-generation": {
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+        "consecutiveFailures": 0,
+        "consecutivePlatformFailures": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 1.0,
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+        "failureBreakdown": {},
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+        "failureRate": 0.0,
+        "framework": "unknown",
+        "lastPlatformFailureAt": null,
+        "lastTerminalAt": "2026-09-11T18:23:30.509203+00:00",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "successCount": 1,
+        "successRate": 1.0,
+        "targetGpu": "Iluvatar_bi-150",
+        "taskType": "text-generation",
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+        "unresolvedFailureCount": 0
+      },
       "Iluvatar_bi-150|vllm|text-generation": {
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         "consecutiveFailures": 3,
@@ -4570,19 +4593,19 @@
         "unresolvedFailureCount": 0
       },
       "hygon_k100-ai|vllm|text-generation": {
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+        "attributableFailureCount": 4,
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+        "consecutiveFailures": 4,
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         "decisionSuccessRate": 0.0,
-        "decisionTotal": 5,
+        "decisionTotal": 4,
         "failureBreakdown": {
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+          "framework_architecture_unsupported": 2,
           "repository_structure": 1,
           "runtime_memory": 1
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-        "failureCount": 17,
+        "failureCount": 16,
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         "framework": "vllm",
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@@ -4594,7 +4617,7 @@
         "successRate": 0.0,
         "targetGpu": "hygon_k100-ai",
         "taskType": "text-generation",
-        "total": 17,
+        "total": 16,
         "unresolvedFailureCount": 12
       }
     },
@@ -6937,13 +6960,13 @@
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     },
-    "terminalRecords": 1662,
+    "terminalRecords": 1663,
-    "totalRecords": 1749,
+    "totalRecords": 1750,
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-      "decisionFailureRate": 0.8905,
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+      "decisionSuccessRate": 0.1113,
-      "decisionTotal": 493,
+      "decisionTotal": 494,
       "failureBreakdown": {
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         "backend_operator": 40,
@@ -6958,29 +6981,30 @@
         "验证失败": 673
       },
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-      "failureRate": 0.9675,
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       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 4,
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+      "successCount": 55,
-      "successRate": 0.0325,
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-      "total": 1662,
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       "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 Iluvatar_bi-150 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 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 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。",
       "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。",
@@ -6995,11 +7019,10 @@
       "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": 1749,
+  "summarizedRecords": 1750,
   "version": 1
 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
+{"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}
 {"failReason": null, "framework": "", "lastSyncTime": "2026-09-11T13:55:08.941364+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-11T13:53:22+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523314", "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": "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}
-{"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": "2026-09-08T10:26:32.495882+00:00", "modelId": "amd/Qwen2.5_3B_Instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T10:15:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4080079", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
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-    ".modelhub_state/recovery_intents.jsonl": "a3621bc10cbfb1334828ab209d9a73e619e02d4421736b2c89628f996d0f2d96",
+    ".modelhub_state/recovery_intents.jsonl": "c3e65a4bd561096a125f43ccc40a3aced891716469d9b37a796d1b940f56ef52",
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+  "generation": 5828,
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+  "updatedAt": "2026-09-11T18:25:49.113967+00:00",
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 }