state: generation 6117 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1364,7 +1364,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-12T08:37:56.356768+00:00",
+  "generatedAt": "2026-09-12T08:40:43.071394+00:00",
   "summary": {
     "activeBlockCount": 69,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -27,7 +27,7 @@
     "11": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 439,
+      "listingErrors": 440,
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       "recordsScanned": 0,
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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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   "seenTaskIds": [],
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-  "updatedAt": "2026-09-12T08:37:56.333311+00:00",
+  "updatedAt": "2026-09-12T08:40:43.047075+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-12T08:23:38.889080+00:00",
+  "communityAttemptedAt": "2026-09-12T08:39:04.315696+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-12T08:23:38.889080+00:00",
+  "communityUpdatedAt": "2026-09-12T08:39:04.315696+00:00",
   "frameworkAttemptedAt": "2026-09-12T08:18:06.149130+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-12T08:36:08.947769+00:00",
+  "generatedAt": "2026-09-12T08:39:04.315696+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-12T08:20:40.395370+00:00",
+  "generatedAt": "2026-09-12T08:38:57.450801+00:00",
-  "lastSyncTime": "2026-09-12T08:20:40.114700+00:00",
+  "lastSyncTime": "2026-09-12T08:38:57.213433+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1845,30 +1845,30 @@
         "unresolvedFailureCount": 7
       },
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-        "attributableFailureCount": 88,
+        "attributableFailureCount": 89,
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+        "decisionFailureRate": 0.8725,
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+        "decisionSuccessRate": 0.1275,
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+        "decisionTotal": 102,
         "failureBreakdown": {
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           "framework_architecture_unsupported": 49,
           "memory_capacity": 1,
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+          "model_load": 39,
           "platform_infrastructure": 1,
           "参数/模板问题": 2,
           "验证失败": 47
         },
-        "failureCount": 157,
+        "failureCount": 158,
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+        "failureRate": 0.924,
         "framework": "unknown",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 13,
-        "successRate": 0.0765,
+        "successRate": 0.076,
         "targetGpu": "Iluvatar_mrv-100",
         "taskType": "text-generation",
-        "total": 170,
+        "total": 171,
         "unresolvedFailureCount": 68
       },
       "Iluvatar_mrv-100|vllm|text-generation": {
@@ -2370,29 +2370,29 @@
         "unresolvedFailureCount": 7
       },
       "unknown": {
-        "attributableFailureCount": 143,
+        "attributableFailureCount": 144,
-        "decisionFailureRate": 0.7333,
+        "decisionFailureRate": 0.7347,
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+        "decisionSuccessRate": 0.2653,
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+        "decisionTotal": 196,
         "failureBreakdown": {
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           "framework_architecture_unsupported": 91,
           "memory_capacity": 5,
-          "model_load": 40,
+          "model_load": 41,
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           "tokenizer_compatibility": 3,
           "参数/模板问题": 59,
           "验证失败": 673
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+        "failureCount": 1008,
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         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 52,
         "successRate": 0.0491,
-        "total": 1059,
+        "total": 1060,
         "unresolvedFailureCount": 863
       },
       "vllm": {
@@ -2524,7 +2524,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-12T08:20:40.389446+00:00",
+    "generatedAt": "2026-09-12T08:38:57.446440+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2688,27 +2688,27 @@
         "unresolvedFailureCount": 44
       },
       "Iluvatar_mrv-100": {
-        "attributableFailureCount": 89,
+        "attributableFailureCount": 90,
-        "decisionFailureRate": 0.8725,
+        "decisionFailureRate": 0.8738,
-        "decisionSuccessRate": 0.1275,
+        "decisionSuccessRate": 0.1262,
-        "decisionTotal": 102,
+        "decisionTotal": 103,
         "failureBreakdown": {
           "ambiguous_runtime": 19,
           "framework_architecture_unsupported": 49,
           "memory_capacity": 1,
-          "model_load": 39,
+          "model_load": 40,
           "platform_infrastructure": 1,
           "参数/模板问题": 2,
           "验证失败": 47
         },
-        "failureCount": 158,
+        "failureCount": 159,
-        "failureRate": 0.924,
+        "failureRate": 0.9244,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 13,
-        "successRate": 0.076,
+        "successRate": 0.0756,
-        "total": 171,
+        "total": 172,
         "unresolvedFailureCount": 68
       },
       "Kunlunxin_p-800": {
@@ -4464,7 +4464,7 @@
       },
       "Iluvatar_mrv-100|unknown|text-generation": {
         "attributableFailureCount": 15,
-        "consecutiveFailures": 0,
+        "consecutiveFailures": 1,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 0.8333,
         "decisionSuccessRate": 0.1667,
@@ -4478,7 +4478,7 @@
         "failureRate": 0.85,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-12T08:20:40.114700+00:00",
+        "lastTerminalAt": "2026-09-12T08:38:57.213433+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -7185,19 +7185,19 @@
         "unresolvedFailureCount": 0
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     },
-    "terminalRecords": 1704,
+    "terminalRecords": 1705,
-    "totalRecords": 1791,
+    "totalRecords": 1792,
     "totals": {
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+      "attributableFailureCount": 471,
-      "decisionFailureRate": 0.8918,
+      "decisionFailureRate": 0.892,
-      "decisionSuccessRate": 0.1082,
+      "decisionSuccessRate": 0.108,
-      "decisionTotal": 527,
+      "decisionTotal": 528,
       "failureBreakdown": {
         "ambiguous_runtime": 399,
         "backend_operator": 42,
         "framework_architecture_unsupported": 288,
         "memory_capacity": 11,
-        "model_load": 68,
+        "model_load": 69,
         "platform_infrastructure": 4,
         "repository_structure": 7,
         "runtime_memory": 6,
@@ -7205,20 +7205,21 @@
         "参数/模板问题": 101,
         "验证失败": 673
       },
-      "failureCount": 1647,
+      "failureCount": 1648,
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       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 4,
       "successCount": 57,
-      "successRate": 0.0335,
+      "successRate": 0.0334,
-      "total": 1704,
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       "unresolvedFailureCount": 1173
     },
     "warnings": [
       "GPU Ascend_910-b3 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 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 Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -7227,7 +7228,6 @@
       "GPU MetaX_c-500 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 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 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。",
       "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 Ascend_910-b4|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -7249,6 +7249,6 @@
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 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
+{"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": "2026-09-12T08:38:57.213433+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T08:35:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523313", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": null, "framework": "", "lastSyncTime": "2026-09-12T08:20:40.114700+00:00", "modelId": "RedHatAI/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-12T08:17:22+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523325", "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": "2026-09-12T08:20:40.114654+00:00", "modelId": "primitive-ai/Qwen3.8-27B-mixed-NVFP4-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T08:13:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4547659", "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": ["nemotron_h"], "framework": "vllm", "lastSyncTime": "2026-09-12T08:20:40.114686+00:00", "modelId": "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T08:13:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4543517", "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": "2026-09-08T18:12:11.499754+00:00", "modelId": "nv-community/NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T18:05:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4460344", "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": "2026-09-08T18:12:11.499780+00:00", "modelId": "ModelCloud.AI/Qwen2.5-0.5B-Instruct-gptqmodel-4bit", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T18:03:22+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079264", "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": "2026-09-08T18:01:26.308083+00:00", "modelId": "cyankiwi/Ornith-1.0-9B-AWQ-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T17:59:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079094", "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": "2026-09-08T18:01:26.308040+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T17:57:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4332979", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
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+  "generation": 6117,
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+  "updatedAt": "2026-09-12T08:40:43.668324+00:00",
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 }