state: generation 7656 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1593,7 +1593,7 @@
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.modelhub_state/architecture_history_backfill.json

@@ -83,7 +83,7 @@
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       "lastError": "ModelHubAPIError: 系统错误",
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@@ -102,12 +102,12 @@
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.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
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.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
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-  "lastSyncTime": "2026-09-15T11:10:08.437202+00:00",
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   "report": {
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@@ -2310,10 +2310,10 @@
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       "Mthreads_s4000|vllm|text-generation": {
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+        "attributableFailureCount": 40,
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           "backend_operator": 4,
@@ -2322,19 +2322,20 @@
           "model_load": 2,
           "repository_structure": 1,
           "runtime_memory": 2,
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           "参数/模板问题": 3
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         "platformFailureCount": 0,
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@@ -2636,10 +2637,10 @@
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+        "attributableFailureCount": 342,
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+        "decisionTotal": 349,
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@@ -2649,17 +2650,17 @@
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-          "tokenizer_compatibility": 7,
+          "tokenizer_compatibility": 8,
           "参数/模板问题": 30
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       "vllm-mlu": {
@@ -2768,7 +2769,7 @@
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-    "generatedAt": "2026-09-15T11:10:08.505046+00:00",
+    "generatedAt": "2026-09-15T11:19:29.883876+00:00",
     "gpuSummaries": {
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@@ -3005,10 +3006,10 @@
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         "failureBreakdown": {
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           "backend_operator": 4,
@@ -3017,17 +3018,18 @@
           "model_load": 3,
           "repository_structure": 1,
           "runtime_memory": 2,
+          "tokenizer_compatibility": 1,
           "参数/模板问题": 10,
           "验证失败": 26
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         "successCount": 3,
-        "successRate": 0.0248,
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@@ -5861,14 +5863,14 @@
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         "failureBreakdown": {
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-          "backend_operator": 1,
+          "framework_architecture_unsupported": 6,
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         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-15T10:50:55.652660+00:00",
+        "lastTerminalAt": "2026-09-15T11:19:29.645035+00:00",
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@@ -9462,13 +9464,13 @@
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@@ -9478,18 +9480,18 @@
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-        "tokenizer_compatibility": 55,
+        "tokenizer_compatibility": 56,
         "参数/模板问题": 116,
         "验证失败": 673
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@@ -9528,6 +9530,6 @@
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.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
+{"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": "2026-09-15T11:19:29.645035+00:00", "modelId": "zstack/qwen3-4b-fake", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T11:11:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4590790", "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": "2026-09-15T10:50:55.652660+00:00", "modelId": "EschaLabs/Qwen3.8-27B-Escha-W2", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T10:49:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4609103", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": null, "framework": "", "lastSyncTime": "2026-09-15T10:23:01.246264+00:00", "modelId": "FlagRelease/DeepSeek-R1-Distill-Qwen-1.5B-mthreads-FlagOS", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-15T10:15:23+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4590619", "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": "2026-09-15T09:34:12.938151+00:00", "modelId": "cyankiwi/Ornith-1.5-9B-AWQ-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T09:27:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4594446", "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", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T07:04:57.311825+00:00", "modelId": "RedHatAI/starcoder2-15b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T07:03:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4493601", "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": "2026-09-10T07:04:57.311794+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:59:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497056", "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": "2026-09-10T06:56:22.046014+00:00", "modelId": "neuralmagic/starcoder2-15b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:55:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4496936", "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": "2026-09-10T06:56:22.046035+00:00", "modelId": "RedHatAI/starcoder2-15b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:55:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477785", "taskType": "text-generation", "verifyResult": -1}

manifest.json

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