state: generation 6004 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1345,7 +1345,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-12T03:31:35.007024+00:00",
+  "generatedAt": "2026-09-12T03:34:41.934002+00:00",
   "summary": {
     "activeBlockCount": 68,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -35,7 +35,7 @@
     "2": {
       "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": 2,
+  "nextAccountIndex": 3,
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-  "updatedAt": "2026-09-12T03:31:34.979887+00:00",
+  "updatedAt": "2026-09-12T03:34:41.908943+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-12T03:29:53.203954+00:00",
+  "generatedAt": "2026-09-12T03:32:42.118082+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-12T03:14:58.686149+00:00",
+  "generatedAt": "2026-09-12T03:32:36.014119+00:00",
-  "lastSyncTime": "2026-09-12T03:14:58.435392+00:00",
+  "lastSyncTime": "2026-09-12T03:32:35.805010+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1800,18 +1800,19 @@
         "unresolvedFailureCount": 4
       },
       "Iluvatar_bi-150|vllm|text-generation": {
-        "attributableFailureCount": 18,
+        "attributableFailureCount": 19,
         "decisionFailureRate": 1.0,
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+        "decisionTotal": 19,
         "failureBreakdown": {
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           "backend_operator": 2,
           "framework_architecture_unsupported": 9,
           "model_load": 5,
+          "repository_structure": 1,
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+        "failureCount": 26,
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         "framework": "vllm",
         "pendingCount": 0,
@@ -1821,7 +1822,7 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 25,
+        "total": 26,
         "unresolvedFailureCount": 7
       },
       "Iluvatar_mrv-100|unknown|text-generation": {
@@ -2376,10 +2377,10 @@
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       },
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+        "attributableFailureCount": 251,
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+        "decisionFailureRate": 0.9882,
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+        "decisionSuccessRate": 0.0118,
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+        "decisionTotal": 254,
         "failureBreakdown": {
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           "backend_operator": 33,
@@ -2387,19 +2388,19 @@
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           "model_load": 21,
           "platform_infrastructure": 1,
-          "repository_structure": 5,
+          "repository_structure": 6,
           "runtime_memory": 6,
           "tokenizer_compatibility": 6,
           "参数/模板问题": 24
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-        "failureCount": 470,
+        "failureCount": 471,
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         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 3,
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+        "total": 474,
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       },
       "vllm-mlu": {
@@ -2504,7 +2505,7 @@
         "unresolvedFailureCount": 1
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-    "generatedAt": "2026-09-12T03:14:58.681095+00:00",
+    "generatedAt": "2026-09-12T03:32:36.009482+00:00",
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       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2643,27 +2644,28 @@
         "unresolvedFailureCount": 27
       },
       "Iluvatar_bi-150": {
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+        "attributableFailureCount": 24,
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+        "decisionFailureRate": 0.75,
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+        "decisionTotal": 32,
         "failureBreakdown": {
           "ambiguous_runtime": 12,
           "backend_operator": 5,
           "framework_architecture_unsupported": 10,
           "model_load": 6,
+          "repository_structure": 1,
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           "参数/模板问题": 2,
           "验证失败": 30
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-        "failureCount": 67,
+        "failureCount": 68,
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         "pendingCount": 0,
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         "successCount": 8,
-        "successRate": 0.1067,
+        "successRate": 0.1053,
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+        "total": 76,
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       },
       "Iluvatar_mrv-100": {
@@ -4413,23 +4415,24 @@
         "unresolvedFailureCount": 1
       },
       "Iluvatar_bi-150|vllm|text-generation": {
-        "attributableFailureCount": 5,
+        "attributableFailureCount": 6,
-        "consecutiveFailures": 5,
+        "consecutiveFailures": 6,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
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+        "decisionTotal": 6,
         "failureBreakdown": {
           "ambiguous_runtime": 2,
           "backend_operator": 1,
           "framework_architecture_unsupported": 2,
-          "model_load": 2
+          "model_load": 2,
+          "repository_structure": 1
         },
-        "failureCount": 7,
+        "failureCount": 8,
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         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-12T03:05:47.937930+00:00",
+        "lastTerminalAt": "2026-09-12T03:32:35.805010+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4437,7 +4440,7 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 7,
+        "total": 8,
         "unresolvedFailureCount": 2
       },
       "Iluvatar_mrv-100|unknown|text-generation": {
@@ -4619,18 +4622,18 @@
         "unresolvedFailureCount": 0
       },
       "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation": {
-        "attributableFailureCount": 15,
+        "attributableFailureCount": 14,
-        "consecutiveFailures": 15,
+        "consecutiveFailures": 14,
         "consecutivePlatformFailures": 0,
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         "decisionSuccessRate": 0.0,
-        "decisionTotal": 15,
+        "decisionTotal": 14,
         "failureBreakdown": {
           "framework_architecture_unsupported": 2,
           "platform_infrastructure": 2,
-          "tokenizer_compatibility": 13
+          "tokenizer_compatibility": 12
         },
-        "failureCount": 17,
+        "failureCount": 16,
         "failureRate": 1.0,
         "framework": "vllm_fix_tokenizer",
         "lastPlatformFailureAt": "2026-09-10T11:01:21+00:00",
@@ -4642,7 +4645,7 @@
         "successRate": 0.0,
         "targetGpu": "Sunrise_pt-200-x1",
         "taskType": "text-generation",
-        "total": 17,
+        "total": 16,
         "unresolvedFailureCount": 0
       },
       "Sunrise_pt-200-x1|vllm|text-generation": {
@@ -7237,13 +7240,13 @@
         "unresolvedFailureCount": 0
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     },
-    "terminalRecords": 1683,
+    "terminalRecords": 1684,
-    "totalRecords": 1770,
+    "totalRecords": 1771,
     "totals": {
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+      "attributableFailureCount": 456,
-      "decisionFailureRate": 0.8904,
+      "decisionFailureRate": 0.8906,
-      "decisionSuccessRate": 0.1096,
+      "decisionSuccessRate": 0.1094,
-      "decisionTotal": 511,
+      "decisionTotal": 512,
       "failureBreakdown": {
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         "backend_operator": 41,
@@ -7251,26 +7254,27 @@
         "memory_capacity": 11,
         "model_load": 65,
         "platform_infrastructure": 4,
-        "repository_structure": 5,
+        "repository_structure": 6,
         "runtime_memory": 6,
         "tokenizer_compatibility": 47,
         "参数/模板问题": 101,
         "验证失败": 673
       },
-      "failureCount": 1627,
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       "pendingCount": 0,
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-      "total": 1683,
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     },
     "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。",
@@ -7279,7 +7283,6 @@
       "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。",
@@ -7301,6 +7304,6 @@
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   "storageMode": "decision_state_only",
-  "summarizedRecords": 1770,
+  "summarizedRecords": 1771,
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 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
+{"failReason": "repository_structure", "failureAction": "require_framework_specific_root_files", "failureCategory": "repository_structure", "failureClassificationReason": "structured_missing_files", "failureCode": "MODEL_FILE_NOT_FOUND", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model", "framework": "vllm", "lastSyncTime": "2026-09-12T03:32:35.805010+00:00", "modelId": "AI-ModelScope/bitnet-b1.58-2B-4T-bf16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T03:27:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4080052", "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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "vllm", "lastSyncTime": "2026-09-12T03:05:47.937930+00:00", "modelId": "nightmedia/Qwen3-4B-Thinking-Apollo-V0.1-Heretic-qx86-hi-mlx", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T03:05:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4080040", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm", "lastSyncTime": "2026-09-12T03:05:47.937901+00:00", "modelId": "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T02:57:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4578245", "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": "2026-09-12T02:56:54.384007+00:00", "modelId": "amd/Qwen2.5-7B-Instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T02:53:23+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4079108", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
 {"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": ["zaya"], "framework": "vllm", "lastSyncTime": "2026-09-08T13:51:23.322084+00:00", "modelId": "JANGQ-AI/Osaurus-AppleScript-8B-JANG_6M", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T13:31:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4080030", "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": "2026-09-08T13:51:23.322046+00:00", "modelId": "amd/Qwen2.5_3B_Instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T13:27:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4080032", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-08T13:16:14.206250+00:00", "modelId": "aisingapore/SEA-LION-v1-7B-IT-GPTQ", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T12:59:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4133902", "taskType": "text-generation", "verifyResult": -1}
-{"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-08T13:16:14.206275+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T12:57:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4107036", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
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+  "generation": 6004,
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 }