state: generation 6096 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -718,17 +718,17 @@
       "architectureSignature": "model_type:nemotron_h",
       "architectures": [],
       "evidenceCount": 1,
-      "expiresAt": "2026-10-04T05:07:21+00:00",
+      "expiresAt": "2026-10-12T07:33:21+00:00",
       "framework": "vllm",
-      "latestFailureAt": "2026-09-04T05:07:21+00:00",
+      "latestFailureAt": "2026-09-12T07:33:21+00:00",
       "latestSuccessfulAt": null,
       "matchType": "model_type",
       "modelType": "nemotron_h",
       "sourceModelIds": [
-        "nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4"
+        "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8"
       ],
       "sourceTaskIds": [
-        "4152400"
+        "4547660"
       ],
       "targetGpu": "Iluvatar_bi-150",
       "taskType": "text-generation"
@@ -1364,7 +1364,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-12T07:34:29.019090+00:00",
+  "generatedAt": "2026-09-12T07:37:33.231477+00:00",
   "summary": {
     "activeBlockCount": 69,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -35,7 +35,7 @@
     "2": {
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       "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": "2026-09-12T07:34:28.990137+00:00",
+  "updatedAt": "2026-09-12T07:37:33.207391+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-12T07:32:44.113975+00:00",
+  "generatedAt": "2026-09-12T07:35:39.565083+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-12T06:59:46.849277+00:00",
+  "generatedAt": "2026-09-12T07:35:30.629329+00:00",
-  "lastSyncTime": "2026-09-12T06:59:46.603354+00:00",
+  "lastSyncTime": "2026-09-12T07:35:30.412992+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -722,17 +722,17 @@
         "architectureSignature": "model_type:nemotron_h",
         "architectures": [],
         "evidenceCount": 1,
-        "expiresAt": "2026-10-04T05:07:21+00:00",
+        "expiresAt": "2026-10-12T07:33:21+00:00",
         "framework": "vllm",
-        "latestFailureAt": "2026-09-04T05:07:21+00:00",
+        "latestFailureAt": "2026-09-12T07:33:21+00:00",
         "latestSuccessfulAt": null,
         "matchType": "model_type",
         "modelType": "nemotron_h",
         "sourceModelIds": [
-          "nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4"
+          "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8"
         ],
         "sourceTaskIds": [
-          "4152400"
+          "4547660"
         ],
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation"
@@ -1819,19 +1819,19 @@
         "unresolvedFailureCount": 4
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+        "decisionTotal": 24,
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+          "framework_architecture_unsupported": 13,
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-        "failureCount": 30,
+        "failureCount": 31,
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@@ -1841,7 +1841,7 @@
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         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 30,
+        "total": 31,
         "unresolvedFailureCount": 7
       },
       "Iluvatar_mrv-100|unknown|text-generation": {
@@ -2396,14 +2396,14 @@
         "unresolvedFailureCount": 862
       },
       "vllm": {
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+        "attributableFailureCount": 260,
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+        "decisionFailureRate": 0.9886,
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+        "decisionSuccessRate": 0.0114,
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+        "decisionTotal": 263,
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           "backend_operator": 33,
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+          "framework_architecture_unsupported": 178,
           "memory_capacity": 6,
           "model_load": 24,
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@@ -2412,14 +2412,14 @@
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           "参数/模板问题": 24
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+        "failureCount": 482,
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+        "total": 485,
         "unresolvedFailureCount": 221
       },
       "vllm-mlu": {
@@ -2524,7 +2524,7 @@
         "unresolvedFailureCount": 1
       }
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-    "generatedAt": "2026-09-12T06:59:46.845007+00:00",
+    "generatedAt": "2026-09-12T07:35:30.625131+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2663,28 +2663,28 @@
         "unresolvedFailureCount": 28
       },
       "Iluvatar_bi-150": {
-        "attributableFailureCount": 28,
+        "attributableFailureCount": 29,
-        "decisionFailureRate": 0.7778,
+        "decisionFailureRate": 0.7838,
-        "decisionSuccessRate": 0.2222,
+        "decisionSuccessRate": 0.2162,
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+        "decisionTotal": 37,
         "failureBreakdown": {
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           "backend_operator": 5,
-          "framework_architecture_unsupported": 13,
+          "framework_architecture_unsupported": 14,
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           "runtime_memory": 2,
           "参数/模板问题": 2,
           "验证失败": 30
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-        "failureCount": 72,
+        "failureCount": 73,
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-        "successRate": 0.1,
+        "successRate": 0.0988,
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+        "total": 81,
         "unresolvedFailureCount": 44
       },
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@@ -4312,12 +4312,12 @@
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         "decisionTotal": 6,
         "failureBreakdown": {
-          "ambiguous_runtime": 10,
+          "ambiguous_runtime": 9,
           "backend_operator": 4,
           "framework_architecture_unsupported": 1,
           "model_load": 1
         },
-        "failureCount": 16,
+        "failureCount": 15,
         "failureRate": 1.0,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
@@ -4329,8 +4329,8 @@
         "successRate": 0.0,
         "targetGpu": "Biren_166m",
         "taskType": "text-generation",
-        "total": 16,
+        "total": 15,
-        "unresolvedFailureCount": 10
+        "unresolvedFailureCount": 9
       },
       "Cambricon_mlu-370-x4|unknown|text-generation": {
         "attributableFailureCount": 0,
@@ -4434,24 +4434,24 @@
         "unresolvedFailureCount": 1
       },
       "Iluvatar_bi-150|vllm|text-generation": {
-        "attributableFailureCount": 10,
+        "attributableFailureCount": 11,
-        "consecutiveFailures": 10,
+        "consecutiveFailures": 11,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
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+        "decisionTotal": 11,
         "failureBreakdown": {
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           "backend_operator": 1,
-          "framework_architecture_unsupported": 5,
+          "framework_architecture_unsupported": 6,
           "model_load": 3,
           "repository_structure": 1
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-        "failureCount": 12,
+        "failureCount": 13,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-12T06:25:49.409784+00:00",
+        "lastTerminalAt": "2026-09-12T07:35:30.412992+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
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@@ -4459,7 +4459,7 @@
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         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 12,
+        "total": 13,
         "unresolvedFailureCount": 2
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       "Iluvatar_mrv-100|unknown|text-generation": {
@@ -7185,17 +7185,17 @@
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     "totals": {
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+      "attributableFailureCount": 466,
-      "decisionFailureRate": 0.8925,
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-      "decisionSuccessRate": 0.1075,
+      "decisionSuccessRate": 0.1073,
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+      "decisionTotal": 522,
       "failureBreakdown": {
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         "backend_operator": 41,
-        "framework_architecture_unsupported": 284,
+        "framework_architecture_unsupported": 285,
         "memory_capacity": 11,
         "model_load": 68,
         "platform_infrastructure": 4,
@@ -7205,21 +7205,20 @@
         "参数/模板问题": 101,
         "验证失败": 673
       },
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       "pendingCount": 0,
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       "successCount": 56,
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-      "total": 1696,
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       "unresolvedFailureCount": 1171
     },
     "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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-  "summarizedRecords": 1783,
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 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,4 @@
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 {"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}
 {"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": "2026-09-12T06:34:23.913239+00:00", "modelId": "nightmedia/Qwen3-4B-Thinking-2507-Gemini-3-Pro-Preview-High-Reasoning-Distill-Heretic-qx86-hi-mlx", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T06:29:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4079116", "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": "2026-09-12T06:34:23.913264+00:00", "modelId": "nv-community/NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T06:27:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4457993", "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", "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}
 {"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": "2026-09-08T16:13:44.313888+00:00", "modelId": "amd/Phi-4-mini-instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T16:07:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4080088", "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": "2026-09-08T16:05:25.104629+00:00", "modelId": "neuralmagic/Mistral-7B-Instruct-v0.3-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T16:05:21+00:00", "targetGpu": "Biren_166m", "taskId": "4134289", "taskType": "text-generation", "verifyResult": -1}

manifest.json

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