state: generation 5102 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1317,7 +1317,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T09:46:32.562016+00:00",
+  "generatedAt": "2026-09-10T09:49:18.743475+00:00",
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     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -51,7 +51,7 @@
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       "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": 4,
+  "nextAccountIndex": 5,
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   "seenTaskIds": [],
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   "uniqueRecords": 0,
-  "updatedAt": "2026-09-10T09:46:32.534885+00:00",
+  "updatedAt": "2026-09-10T09:49:18.694062+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T09:44:59.525864+00:00",
+  "generatedAt": "2026-09-10T09:47:42.975669+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-10T09:38:19.296061+00:00",
+  "generatedAt": "2026-09-10T09:47:33.599443+00:00",
-  "lastSyncTime": "2026-09-10T09:38:19.106782+00:00",
+  "lastSyncTime": "2026-09-10T09:47:33.262404+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2147,12 +2147,12 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 44,
         "failureBreakdown": {
-          "ambiguous_runtime": 50,
+          "ambiguous_runtime": 51,
           "framework_architecture_unsupported": 38,
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         },
-        "failureCount": 94,
+        "failureCount": 95,
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         "framework": "vllm",
         "pendingCount": 0,
@@ -2162,8 +2162,8 @@
         "successRate": 0.0,
         "targetGpu": "Vastai_va16",
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-        "total": 94,
+        "total": 95,
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+        "unresolvedFailureCount": 51
       },
       "hygon_k100-ai|llamacpp|text-generation": {
         "attributableFailureCount": 0,
@@ -2235,14 +2235,14 @@
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         "decisionTotal": 35,
         "failureBreakdown": {
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+          "ambiguous_runtime": 14,
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           "repository_structure": 3,
           "runtime_memory": 1
         },
-        "failureCount": 48,
+        "failureCount": 49,
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@@ -2252,8 +2252,8 @@
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         "targetGpu": "hygon_k100-ai",
         "taskType": "text-generation",
-        "total": 48,
+        "total": 49,
-        "unresolvedFailureCount": 13
+        "unresolvedFailureCount": 14
       }
     },
     "frameworkSummaries": {
@@ -2325,7 +2325,7 @@
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         "decisionTotal": 236,
         "failureBreakdown": {
-          "ambiguous_runtime": 155,
+          "ambiguous_runtime": 157,
           "backend_operator": 29,
           "framework_architecture_unsupported": 169,
           "memory_capacity": 6,
@@ -2336,15 +2336,15 @@
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           "参数/模板问题": 21
         },
-        "failureCount": 412,
+        "failureCount": 414,
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         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 1,
         "successRate": 0.0024,
-        "total": 413,
+        "total": 415,
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+        "unresolvedFailureCount": 178
       },
       "vllm-mlu": {
         "attributableFailureCount": 7,
@@ -2447,7 +2447,7 @@
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     },
-    "generatedAt": "2026-09-10T09:38:19.291073+00:00",
+    "generatedAt": "2026-09-10T09:47:33.595423+00:00",
     "gpuSummaries": {
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@@ -2731,22 +2731,22 @@
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+          "ambiguous_runtime": 52,
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           "参数/模板问题": 13,
           "验证失败": 130
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-        "failureCount": 241,
+        "failureCount": 242,
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+        "failureRate": 0.949,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 13,
-        "successRate": 0.0512,
+        "successRate": 0.051,
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+        "total": 255,
-        "unresolvedFailureCount": 194
+        "unresolvedFailureCount": 195
       },
       "hygon_k100-ai": {
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@@ -2754,7 +2754,7 @@
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         "failureBreakdown": {
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+          "ambiguous_runtime": 16,
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@@ -2763,15 +2763,15 @@
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@@ -4334,9 +4334,9 @@
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+          "ambiguous_runtime": 6
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@@ -4348,8 +4348,8 @@
         "successRate": 0.0,
         "targetGpu": "Kunlunxin_p-800",
         "taskType": "text-generation",
-        "total": 7,
+        "total": 6,
-        "unresolvedFailureCount": 7
+        "unresolvedFailureCount": 6
       },
       "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation": {
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@@ -4563,11 +4563,9 @@
         "decisionFailureRate": 0.0,
         "decisionSuccessRate": 1.0,
         "decisionTotal": 1,
-        "failureBreakdown": {
+        "failureBreakdown": {},
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+        "failureCount": 0,
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         "lastTerminalAt": "2026-09-07T22:32:11.428244+00:00",
@@ -4575,11 +4573,11 @@
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-        "successRate": 0.5,
+        "successRate": 1.0,
         "targetGpu": "Vastai_va16",
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-        "total": 2,
+        "total": 1,
-        "unresolvedFailureCount": 1
+        "unresolvedFailureCount": 0
       },
       "Vastai_va16|vllm_fix_tokenizer|text-generation": {
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@@ -4607,21 +4605,21 @@
         "unresolvedFailureCount": 0
       },
       "Vastai_va16|vllm|text-generation": {
-        "attributableFailureCount": 2,
+        "attributableFailureCount": 1,
-        "consecutiveFailures": 2,
+        "consecutiveFailures": 1,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 2,
+        "decisionTotal": 1,
         "failureBreakdown": {
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+          "ambiguous_runtime": 19,
-          "framework_architecture_unsupported": 2
+          "framework_architecture_unsupported": 1
         },
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         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T06:56:22.046035+00:00",
+        "lastTerminalAt": "2026-09-10T09:47:33.262382+00:00",
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@@ -4630,7 +4628,7 @@
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-        "unresolvedFailureCount": 18
+        "unresolvedFailureCount": 19
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@@ -4690,16 +4688,16 @@
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+          "ambiguous_runtime": 11,
           "framework_architecture_unsupported": 6,
           "model_load": 1,
           "repository_structure": 1
         },
-        "failureCount": 18,
+        "failureCount": 19,
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         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T07:04:57.311815+00:00",
+        "lastTerminalAt": "2026-09-10T09:47:33.262404+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4707,8 +4705,8 @@
         "successRate": 0.0,
         "targetGpu": "hygon_k100-ai",
         "taskType": "text-generation",
-        "total": 18,
+        "total": 19,
-        "unresolvedFailureCount": 10
+        "unresolvedFailureCount": 11
       }
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     "recentProfileCombinationStats": {
@@ -7058,15 +7056,15 @@
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+    "terminalRecords": 1553,
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       "decisionFailureRate": 0.8882,
       "decisionSuccessRate": 0.1118,
       "decisionTotal": 456,
       "failureBreakdown": {
-        "ambiguous_runtime": 325,
+        "ambiguous_runtime": 327,
         "backend_operator": 34,
         "framework_architecture_unsupported": 271,
         "memory_capacity": 11,
@@ -7078,21 +7076,21 @@
         "参数/模板问题": 95,
         "验证失败": 673
       },
-      "failureCount": 1500,
+      "failureCount": 1502,
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       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 2,
       "successCount": 51,
-      "successRate": 0.0329,
+      "successRate": 0.0328,
-      "total": 1551,
+      "total": 1553,
-      "unresolvedFailureCount": 1093
+      "unresolvedFailureCount": 1095
     },
     "warnings": [
       "GPU Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。",
       "GPU Ascend_910-b3 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 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。",
       "GPU Ascend_910-b4 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 MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -7100,7 +7098,7 @@
       "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 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 Iluvatar_bi-150 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-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 Biren_166m|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -7121,6 +7119,6 @@
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.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,5 @@
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+{"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": "2026-09-10T09:47:33.262382+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T09:43:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477720", "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": "2026-09-10T09:29:56.132283+00:00", "modelId": "neuralmagic/starcoder2-15b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T09:27:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532020", "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": "2026-09-10T09:20:50.207436+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T09:19:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505117", "taskType": "text-generation", "verifyResult": -1}
 {"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": "2026-09-10T09:20:50.207399+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T09:17:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610375", "taskType": "text-generation", "verifyResult": -1}
@@ -296,5 +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": "2026-09-07T20:52:41.332106+00:00", "modelId": "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T20:51:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4478705", "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_mtp"], "framework": "vllm", "lastSyncTime": "2026-09-07T20:52:41.332123+00:00", "modelId": "mlx-community/Qwen3.8-27B-MTP-4bit", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T20:41:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4585069", "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": "2026-09-07T20:39:52.300695+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-FP8-compressed-tensors-test-bos", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T20:37:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4458004", "taskType": "text-generation", "verifyResult": -1}
-{"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": "2026-09-07T20:39:52.300718+00:00", "modelId": "mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T20:35:22+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4461773", "taskType": "text-generation", "verifyResult": -1}
-{"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-07T20:39:52.300729+00:00", "modelId": "nightmedia/Gemma3-27B-it-vl-HERETIC-GLM4.7-2200x-cp515-q6-mlx", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-07T20:31:03+00:00", "targetGpu": "Vastai_va16", "taskId": "4079310", "taskType": "text-generation", "verifyResult": null}

manifest.json

@@ -1,24 +1,24 @@
 {
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-    ".modelhub_state/market_intelligence.json": "58b54f18d23330dc6a6b22c676548b1141c24978a4edc3ab270ed80d64610f75",
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 }