state: generation 8495 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1741,7 +1741,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-17T02:02:11.836675+00:00",
+  "generatedAt": "2026-09-17T02:03:52.632391+00:00",
   "summary": {
     "activeBlockCount": 84,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -19,7 +19,7 @@
     "10": {
       "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": 10,
+  "nextAccountIndex": 11,
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   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-17T02:00:08.486515+00:00",
+  "generatedAt": "2026-09-17T02:02:15.274739+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-17T01:54:17.005156+00:00",
+  "generatedAt": "2026-09-17T02:02:15.225245+00:00",
-  "lastSyncTime": "2026-09-17T01:54:16.705192+00:00",
+  "lastSyncTime": "2026-09-17T02:02:14.942377+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1926,13 +1926,13 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 57,
         "failureBreakdown": {
-          "ambiguous_runtime": 42,
+          "ambiguous_runtime": 43,
           "framework_architecture_unsupported": 53,
           "memory_capacity": 1,
           "repository_structure": 1,
           "tokenizer_compatibility": 2
         },
-        "failureCount": 99,
+        "failureCount": 100,
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         "framework": "vllm",
         "pendingCount": 0,
@@ -1942,8 +1942,8 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
-        "total": 99,
+        "total": 100,
-        "unresolvedFailureCount": 42
+        "unresolvedFailureCount": 43
       },
       "Biren_166m|unknown|text-generation": {
         "attributableFailureCount": 38,
@@ -2840,7 +2840,7 @@
         "decisionSuccessRate": 0.0398,
         "decisionTotal": 402,
         "failureBreakdown": {
-          "ambiguous_runtime": 225,
+          "ambiguous_runtime": 226,
           "backend_operator": 37,
           "framework_architecture_unsupported": 288,
           "memory_capacity": 7,
@@ -2851,15 +2851,15 @@
           "tokenizer_compatibility": 9,
           "参数/模板问题": 31
         },
-        "failureCount": 644,
+        "failureCount": 645,
         "failureRate": 0.9758,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 2,
         "successCount": 16,
         "successRate": 0.0242,
-        "total": 660,
+        "total": 661,
-        "unresolvedFailureCount": 256
+        "unresolvedFailureCount": 257
       },
       "vllm-mlu": {
         "attributableFailureCount": 9,
@@ -2970,7 +2970,7 @@
         "unresolvedFailureCount": 6
       }
     },
-    "generatedAt": "2026-09-17T01:54:16.996577+00:00",
+    "generatedAt": "2026-09-17T02:02:15.219000+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 51,
@@ -3001,7 +3001,7 @@
         "decisionSuccessRate": 0.0323,
         "decisionTotal": 62,
         "failureBreakdown": {
-          "ambiguous_runtime": 43,
+          "ambiguous_runtime": 44,
           "framework_architecture_unsupported": 55,
           "memory_capacity": 1,
           "model_load": 1,
@@ -3010,15 +3010,15 @@
           "参数/模板问题": 13,
           "验证失败": 175
         },
-        "failureCount": 291,
+        "failureCount": 292,
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         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
         "successRate": 0.0068,
-        "total": 293,
+        "total": 294,
-        "unresolvedFailureCount": 231
+        "unresolvedFailureCount": 232
       },
       "Biren_166m": {
         "attributableFailureCount": 59,
@@ -6505,21 +6505,21 @@
         "unresolvedFailureCount": 2
       },
       "Ascend_910-b4|vllm|text-generation": {
-        "attributableFailureCount": 13,
+        "attributableFailureCount": 12,
-        "consecutiveFailures": 13,
+        "consecutiveFailures": 12,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 13,
+        "decisionTotal": 12,
         "failureBreakdown": {
-          "ambiguous_runtime": 7,
+          "ambiguous_runtime": 8,
-          "framework_architecture_unsupported": 13
+          "framework_architecture_unsupported": 12
         },
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         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-16T18:07:34.714172+00:00",
+        "lastTerminalAt": "2026-09-17T02:02:14.942377+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
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@@ -6528,7 +6528,7 @@
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
         "total": 20,
-        "unresolvedFailureCount": 7
+        "unresolvedFailureCount": 8
       },
       "Biren_166m|unknown|text-generation": {
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@@ -11761,15 +11761,15 @@
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-        "ambiguous_runtime": 507,
+        "ambiguous_runtime": 508,
         "backend_operator": 47,
         "framework_architecture_unsupported": 448,
         "memory_capacity": 12,
@@ -11781,28 +11781,28 @@
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         "验证失败": 673
       },
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+      "failureCount": 1993,
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       "pendingRate": 0.0,
       "platformFailureCount": 10,
       "successCount": 85,
       "successRate": 0.0409,
-      "total": 2077,
+      "total": 2078,
-      "unresolvedFailureCount": 1304
+      "unresolvedFailureCount": 1305
     },
     "warnings": [
       "GPU Mthreads_s4000 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 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 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 Iluvatar_bi-150 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 Vastai_va16 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 Ascend_910-b3 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 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。",
       "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。",
       "组合 Biren_166m|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -11828,6 +11828,6 @@
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-  "summarizedRecords": 2180,
+  "summarizedRecords": 2181,
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 }

.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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-17T02:02:14.942377+00:00", "modelId": "RedHatAI/starcoder2-15b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T01:57:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471920", "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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-17T01:19:27.449287+00:00", "modelId": "aisingapore/Gemma-SEA-LION-v4-27B-IT-FP8-Dynamic", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T01:11:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4459677", "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": "2026-09-17T01:10:41.230667+00:00", "modelId": "aisingapore/Gemma-SEA-LION-v4-27B-IT-FP8-Dynamic", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T01:05:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4460431", "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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-17T01:10:41.230651+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-Non-Uniform-compressed-tensors", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T01:03:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4493492", "taskType": "text-generation", "verifyResult": -1}
@@ -297,4 +298,3 @@
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 {"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": "2026-09-10T20:06:18.925896+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T20:01:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523216", "taskType": "text-generation", "verifyResult": -1}
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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, "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T19:56:51.309700+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T19:49:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523214", "taskType": "text-generation", "verifyResult": -1}

ledger/submissions.jsonl

@@ -94,7 +94,6 @@
 {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/empero-ai/Qwen3.8-4B-Distill", "modelId": "empero-ai/Qwen3.8-4B-Distill", "submitTime": "2026-09-07T12:42:26.513703+00:00", "targetGpu": "Vastai_va16", "taskId": "4695130", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-vastai-va16"}
 {"framework": "llamacpp", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.5-1.7B-GGUF", "modelId": "XHToken/Spark-X2.5-1.7B-GGUF", "submitTime": "2026-09-07T12:50:14.422978+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4695252", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-llamacpp-hygon-k100-ai"}
 {"framework": "llamacpp", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.5-1.7B-GGUF", "modelId": "XHToken/Spark-X2.5-1.7B-GGUF", "submitTime": "2026-09-07T13:14:08.050211+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4695580", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-llamacpp-mthreads-s4000"}
-{"framework": "vllm_tokenizer_patch", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.5-4B-FP8", "modelId": "XHToken/Spark-X2.5-4B-FP8", "submitTime": "2026-09-07T14:21:55.293071+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4697078", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-tokenizer-patch-ascend-910-b4"}
 {"framework": "vllm-mlu", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.5-4B-FP8", "modelId": "XHToken/Spark-X2.5-4B-FP8", "submitTime": "2026-09-07T14:48:02.492557+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4697753", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mlu-cambricon-mlu-370-x4"}
 {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.5-4B-FP8", "modelId": "XHToken/Spark-X2.5-4B-FP8", "submitTime": "2026-09-07T15:08:53.697776+00:00", "targetGpu": "Vastai_va16", "taskId": "4698268", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-vastai-va16"}
 {"framework": "vllm", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.5-4B-FP8", "modelId": "XHToken/Spark-X2.5-4B-FP8", "submitTime": "2026-09-07T15:35:43.483187+00:00", "targetGpu": "MetaX_c-500", "taskId": "4698954", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-metax-c-500"}

manifest.json

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