state: generation 6105 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1364,7 +1364,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-12T08:01:47.522476+00:00",
+  "generatedAt": "2026-09-12T08:04:43.109788+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": 438,
+      "listingErrors": 439,
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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,
   "recordsScanned": 0,
   "seenTaskIds": [],
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-  "updatedAt": "2026-09-12T08:01:47.499420+00:00",
+  "updatedAt": "2026-09-12T08:04:43.082766+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-12T07:59:30.392606+00:00",
+  "generatedAt": "2026-09-12T08:03:11.372790+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-12T07:44:41.124320+00:00",
+  "generatedAt": "2026-09-12T08:02:48.741178+00:00",
-  "lastSyncTime": "2026-09-12T07:44:40.913717+00:00",
+  "lastSyncTime": "2026-09-12T08:02:48.507658+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1623,25 +1623,25 @@
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         "decisionTotal": 9,
         "failureBreakdown": {
-          "ambiguous_runtime": 19,
+          "ambiguous_runtime": 20,
           "framework_architecture_unsupported": 5,
           "memory_capacity": 1,
           "tokenizer_compatibility": 1,
           "参数/模板问题": 5,
           "验证失败": 22
         },
-        "failureCount": 53,
+        "failureCount": 54,
-        "failureRate": 0.9636,
+        "failureRate": 0.9643,
         "framework": "unknown",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0364,
+        "successRate": 0.0357,
         "targetGpu": "Cambricon_mlu-370-x8",
         "taskType": "text-generation",
-        "total": 55,
+        "total": 56,
-        "unresolvedFailureCount": 46
+        "unresolvedFailureCount": 47
       },
       "Cambricon_mlu-370-x8|vllm-mlu|text-generation": {
         "attributableFailureCount": 7,
@@ -2375,7 +2375,7 @@
         "decisionSuccessRate": 0.2629,
         "decisionTotal": 194,
         "failureBreakdown": {
-          "ambiguous_runtime": 130,
+          "ambiguous_runtime": 131,
           "backend_operator": 4,
           "framework_architecture_unsupported": 91,
           "memory_capacity": 5,
@@ -2385,15 +2385,15 @@
           "参数/模板问题": 59,
           "验证失败": 673
         },
-        "failureCount": 1006,
+        "failureCount": 1007,
         "failureRate": 0.9518,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 51,
         "successRate": 0.0482,
-        "total": 1057,
+        "total": 1058,
-        "unresolvedFailureCount": 862
+        "unresolvedFailureCount": 863
       },
       "vllm": {
         "attributableFailureCount": 260,
@@ -2524,7 +2524,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-12T07:44:41.120022+00:00",
+    "generatedAt": "2026-09-12T08:02:48.736149+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2626,22 +2626,22 @@
         "decisionSuccessRate": 0.1053,
         "decisionTotal": 19,
         "failureBreakdown": {
-          "ambiguous_runtime": 38,
+          "ambiguous_runtime": 39,
           "framework_architecture_unsupported": 15,
           "memory_capacity": 1,
           "tokenizer_compatibility": 1,
           "参数/模板问题": 18,
           "验证失败": 22
         },
-        "failureCount": 95,
+        "failureCount": 96,
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+        "failureRate": 0.9796,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0206,
+        "successRate": 0.0204,
-        "total": 97,
+        "total": 98,
-        "unresolvedFailureCount": 78
+        "unresolvedFailureCount": 79
       },
       "Iluvatar_bi-100": {
         "attributableFailureCount": 0,
@@ -4365,14 +4365,14 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 1,
         "failureBreakdown": {
-          "ambiguous_runtime": 14,
+          "ambiguous_runtime": 15,
           "tokenizer_compatibility": 1
         },
-        "failureCount": 15,
+        "failureCount": 16,
         "failureRate": 1.0,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T08:19:33.742658+00:00",
+        "lastTerminalAt": "2026-09-12T08:02:48.507658+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4380,8 +4380,8 @@
         "successRate": 0.0,
         "targetGpu": "Cambricon_mlu-370-x8",
         "taskType": "text-generation",
-        "total": 15,
+        "total": 16,
-        "unresolvedFailureCount": 14
+        "unresolvedFailureCount": 15
       },
       "Iluvatar_bi-100|transformers|text-generation": {
         "attributableFailureCount": 0,
@@ -4771,20 +4771,20 @@
         "unresolvedFailureCount": 1
       },
       "hygon_k100-ai|vllm|text-generation": {
-        "attributableFailureCount": 7,
+        "attributableFailureCount": 6,
-        "consecutiveFailures": 7,
+        "consecutiveFailures": 6,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 7,
+        "decisionTotal": 6,
         "failureBreakdown": {
           "ambiguous_runtime": 12,
-          "framework_architecture_unsupported": 3,
+          "framework_architecture_unsupported": 2,
           "model_load": 1,
           "repository_structure": 2,
           "runtime_memory": 1
         },
-        "failureCount": 19,
+        "failureCount": 18,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
@@ -4796,7 +4796,7 @@
         "successRate": 0.0,
         "targetGpu": "hygon_k100-ai",
         "taskType": "text-generation",
-        "total": 19,
+        "total": 18,
         "unresolvedFailureCount": 12
       }
     },
@@ -7185,15 +7185,15 @@
         "unresolvedFailureCount": 0
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-    "terminalRecords": 1698,
+    "terminalRecords": 1699,
-    "totalRecords": 1785,
+    "totalRecords": 1786,
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       "decisionFailureRate": 0.8929,
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       "decisionTotal": 523,
       "failureBreakdown": {
-        "ambiguous_runtime": 397,
+        "ambiguous_runtime": 398,
         "backend_operator": 41,
         "framework_architecture_unsupported": 286,
         "memory_capacity": 11,
@@ -7205,21 +7205,20 @@
         "参数/模板问题": 101,
         "验证失败": 673
       },
-      "failureCount": 1642,
+      "failureCount": 1643,
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       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 4,
       "successCount": 56,
       "successRate": 0.033,
-      "total": 1698,
+      "total": 1699,
-      "unresolvedFailureCount": 1171
+      "unresolvedFailureCount": 1172
     },
     "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。",
@@ -7228,6 +7227,7 @@
       "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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   "storageMode": "decision_state_only",
-  "summarizedRecords": 1785,
+  "summarizedRecords": 1786,
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 }

.modelhub_state/queue_cleanup_latest.json

@@ -14,7 +14,7 @@
     100
   ],
   "accounts": 12,
-  "activeScanned": 1050,
+  "activeScanned": 1048,
   "ageCleanupMode": "admission_only",
   "agePolicySkipped": {
     "cleanupDisabled": true,
@@ -32,6 +32,16 @@
       "vllm",
       "vllm_tokenizer_patch"
     ],
+    "biren_166m|text-generation": [
+      "vllm",
+      "vllm_fix_tokenizer",
+      "vllm_tokenizer_patch"
+    ],
+    "cambricon_mlu-370-x4|text-generation": [
+      "vllm",
+      "vllm-customized",
+      "vllm-mlu"
+    ],
     "cambricon_mlu-370-x8|text-generation": [
       "vllm",
       "vllm-customized",
@@ -50,6 +60,15 @@
       "vllm_fix_tokenizer",
       "vllm_tokenizer_patch"
     ],
+    "iluvatar_mrv-100|text-generation": [
+      "transformers",
+      "vllm"
+    ],
+    "kunlunxin_p-800|text-generation": [
+      "vllm",
+      "vllm_fix_tokenizer",
+      "vllm_tokenizer_patch"
+    ],
     "metax_c-500|text-generation": [
       "vllm"
     ],
@@ -95,13 +114,13 @@
     "z-lab/Qwen3.8-27B-DFlash2-GGUF": "HttpJsonError: HTTP request failed for https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF/resolve/master/config.json (status=404)"
   },
   "architectureModelConfigsComplete": 106,
-  "architectureOnly": true,
+  "architectureOnly": false,
   "architecturePolicySkipped": {
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+    "frameworkCatalogUnknown": 0,
-    "frameworkContextUnknown": 323,
+    "frameworkContextUnknown": 320,
     "modelArchitectureUnknown": 150,
-    "noMatchingBlock": 717,
+    "noMatchingBlock": 803,
-    "partiallyBlockedFrameworkSet": 97,
+    "partiallyBlockedFrameworkSet": 95,
     "runningMatchedProtected": 0,
     "submissionContextMismatch": 0,
     "submissionContextUnknown": 0
@@ -140,12 +159,14 @@
   "policyNoLongerAppliesTasks": [],
   "recentModelDays": 7,
   "recentModelReserveSlots": 5,
-  "repositorySizeErrors": {},
+  "repositorySizeErrors": {
-  "repositorySizesComplete": 0,
+    "empero-ai/Qwen3.8-9B-GGUF": "recursive_repository_size_incomplete"
+  },
+  "repositorySizesComplete": 247,
   "skipped": {
-    "fitsKnownCapacity": 0,
+    "fitsKnownCapacity": 1046,
     "gpuCapacityUnknown": 0,
-    "repositorySizeUnknown": 0
+    "repositorySizeUnknown": 2
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   "stopErrors": [],
   "uniqueModels": 248

.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", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-12T08:02:48.507658+00:00", "modelId": "XHToken/Spark-X2.5-4B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T07:53:22+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4549467", "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", "failureUnsupportedArchitectures": ["Spark2_5ForCausalLM"], "framework": "", "lastSyncTime": "2026-09-12T07:44:40.913717+00:00", "modelId": "XHToken/Spark-X2.5-4B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T07:39:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610364", "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": "2026-09-12T07:35:30.412992+00:00", "modelId": "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T07:33:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4547660", "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": "2026-09-12T06:59:46.603354+00:00", "modelId": "nightmedia/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Lite-Preview-Distill-Heretic-qx86-hi-mlx", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T06:55:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079259", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
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 {"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": "2026-09-08T17:33:37.506924+00:00", "modelId": "amd/Phi-3.5-mini-instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T17:25:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079902", "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": "2026-09-08T17:33:37.506936+00:00", "modelId": "amd/Phi-4-mini-instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T17:25:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079101", "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": "2026-09-08T17:15:48.506951+00:00", "modelId": "amd/Phi-4-mini-instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T17:15:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4080076", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
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 }