state: generation 4821 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1312,7 +1312,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-09T22:48:14.497007+00:00",
+  "generatedAt": "2026-09-09T22:51:13.336552+00:00",
   "summary": {
     "activeBlockCount": 65,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -75,7 +75,7 @@
     "7": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 342,
+      "listingErrors": 343,
       "nextPage": 1,
       "recordsScanned": 0,
       "uniqueRecords": 0
@@ -102,12 +102,12 @@
   "cutoffAt": "2026-09-04T03:55:51.365685+00:00",
   "failureLogsInspected": 0,
   "mode": "incremental_decision_only",
-  "nextAccountIndex": 7,
+  "nextAccountIndex": 8,
   "recordsScanned": 0,
   "seenTaskIds": [],
   "startedAt": "2026-09-04T03:55:51.365685+00:00",
   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-09T22:48:14.469356+00:00",
+  "updatedAt": "2026-09-09T22:51:13.313099+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-09T22:32:35.586185+00:00",
+  "communityAttemptedAt": "2026-09-09T22:49:24.158484+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-09T22:32:35.586185+00:00",
+  "communityUpdatedAt": "2026-09-09T22:49:24.158484+00:00",
   "frameworkAttemptedAt": "2026-09-09T18:31:54.876276+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-09T22:46:35.975231+00:00",
+  "generatedAt": "2026-09-09T22:49:24.158484+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-09T22:41:00.047359+00:00",
+  "generatedAt": "2026-09-09T22:49:15.615221+00:00",
-  "lastSyncTime": "2026-09-09T22:40:59.810547+00:00",
+  "lastSyncTime": "2026-09-09T22:49:15.213972+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1473,13 +1473,13 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 37,
         "failureBreakdown": {
-          "ambiguous_runtime": 18,
+          "ambiguous_runtime": 20,
           "framework_architecture_unsupported": 33,
           "memory_capacity": 1,
           "repository_structure": 1,
           "tokenizer_compatibility": 2
         },
-        "failureCount": 55,
+        "failureCount": 57,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -1489,8 +1489,8 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
-        "total": 55,
+        "total": 57,
-        "unresolvedFailureCount": 18
+        "unresolvedFailureCount": 20
       },
       "Biren_166m|unknown|text-generation": {
         "attributableFailureCount": 24,
@@ -2320,7 +2320,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 225,
         "failureBreakdown": {
-          "ambiguous_runtime": 116,
+          "ambiguous_runtime": 118,
           "backend_operator": 20,
           "framework_architecture_unsupported": 168,
           "memory_capacity": 6,
@@ -2331,15 +2331,15 @@
           "tokenizer_compatibility": 3,
           "参数/模板问题": 21
         },
-        "failureCount": 363,
+        "failureCount": 365,
         "failureRate": 1.0,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 0,
         "successRate": 0.0,
-        "total": 363,
+        "total": 365,
-        "unresolvedFailureCount": 137
+        "unresolvedFailureCount": 139
       },
       "vllm-mlu": {
         "attributableFailureCount": 7,
@@ -2442,7 +2442,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-09T22:41:00.042625+00:00",
+    "generatedAt": "2026-09-09T22:49:15.610998+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2473,7 +2473,7 @@
         "decisionSuccessRate": 0.05,
         "decisionTotal": 40,
         "failureBreakdown": {
-          "ambiguous_runtime": 19,
+          "ambiguous_runtime": 21,
           "framework_architecture_unsupported": 33,
           "memory_capacity": 1,
           "model_load": 1,
@@ -2482,15 +2482,15 @@
           "参数/模板问题": 11,
           "验证失败": 175
         },
-        "failureCount": 243,
+        "failureCount": 245,
-        "failureRate": 0.9918,
+        "failureRate": 0.9919,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0082,
+        "successRate": 0.0081,
-        "total": 245,
+        "total": 247,
-        "unresolvedFailureCount": 205
+        "unresolvedFailureCount": 207
       },
       "Biren_166m": {
         "attributableFailureCount": 25,
@@ -3966,22 +3966,21 @@
         "unresolvedFailureCount": 0
       },
       "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": 12,
+          "framework_architecture_unsupported": 12
-          "tokenizer_compatibility": 1
         },
         "failureCount": 20,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-09T20:05:01.109364+00:00",
+        "lastTerminalAt": "2026-09-09T22:49:15.213951+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -3990,7 +3989,7 @@
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
         "total": 20,
-        "unresolvedFailureCount": 7
+        "unresolvedFailureCount": 8
       },
       "Biren_166m|unknown|text-generation": {
         "attributableFailureCount": 8,
@@ -4433,18 +4432,18 @@
         "unresolvedFailureCount": 0
       },
       "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation": {
-        "attributableFailureCount": 13,
+        "attributableFailureCount": 11,
-        "consecutiveFailures": 13,
+        "consecutiveFailures": 11,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 13,
+        "decisionTotal": 11,
         "failureBreakdown": {
           "framework_architecture_unsupported": 1,
           "platform_infrastructure": 1,
-          "tokenizer_compatibility": 12
+          "tokenizer_compatibility": 10
         },
-        "failureCount": 14,
+        "failureCount": 12,
         "failureRate": 1.0,
         "framework": "vllm_fix_tokenizer",
         "lastPlatformFailureAt": "2026-09-08T18:27:21+00:00",
@@ -4456,7 +4455,7 @@
         "successRate": 0.0,
         "targetGpu": "Sunrise_pt-200-x1",
         "taskType": "text-generation",
-        "total": 14,
+        "total": 12,
         "unresolvedFailureCount": 0
       },
       "Sunrise_pt-200-x1|vllm|text-generation": {
@@ -6679,15 +6678,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1454,
+    "terminalRecords": 1456,
-    "totalRecords": 1538,
+    "totalRecords": 1540,
     "totals": {
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       "decisionFailureRate": 0.8899,
       "decisionSuccessRate": 0.1101,
       "decisionTotal": 436,
       "failureBreakdown": {
-        "ambiguous_runtime": 249,
+        "ambiguous_runtime": 251,
         "backend_operator": 23,
         "framework_architecture_unsupported": 266,
         "memory_capacity": 11,
@@ -6699,21 +6698,21 @@
         "参数/模板问题": 94,
         "验证失败": 673
       },
-      "failureCount": 1406,
+      "failureCount": 1408,
       "failureRate": 0.967,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 2,
       "successCount": 48,
       "successRate": 0.033,
-      "total": 1454,
+      "total": 1456,
-      "unresolvedFailureCount": 1016
+      "unresolvedFailureCount": 1018
     },
     "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 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。",
       "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。",
@@ -6721,7 +6720,7 @@
       "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 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 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。",
@@ -6742,6 +6741,6 @@
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   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1538,
+  "summarizedRecords": 1540,
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 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,5 @@
+{"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": "2026-09-09T22:49:15.213951+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T22:47:23+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471912", "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": "2026-09-09T22:49:15.213972+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T22:47:23+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471906", "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": "2026-09-09T22:06:26.296264+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T22:01:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4493490", "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", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-09T21:47:28.214740+00:00", "modelId": "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T21:41:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610342", "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": "2026-09-09T21:37:50.501060+00:00", "modelId": "neuralmagic/Llama-3.2-3B-Instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T21:29:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505065", "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": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-06T20:32:42.310571+00:00", "modelId": "RedHatAI/Llama-3.2-1B-Instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T20:29:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609073", "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": "2026-09-06T17:05:15.231365+00:00", "modelId": "mlx-community/Qwen3.8-27B-MTP-mxfp8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T17:03:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609075", "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": "2026-09-06T16:39:46.911859+00:00", "modelId": "RedHatAI/DeepSeek-R1-Distill-Qwen-1.5B-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T16:37:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4107037", "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": "2026-09-06T16:32:45.701835+00:00", "modelId": "neuralmagic/Phi-3-medium-128k-instruct-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T16:31:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4100231", "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": "2026-09-06T16:29:12.705614+00:00", "modelId": "neuralmagic/Mistral-Nemo-Instruct-2407-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-06T16:27:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4100460", "taskType": "text-generation", "verifyResult": -1}

manifest.json

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