state: generation 5272 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1311,7 +1311,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T16:53:16.474648+00:00",
+  "generatedAt": "2026-09-10T16:56:16.559929+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -27,7 +27,7 @@
     "11": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 374,
+      "listingErrors": 375,
       "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": 11,
+  "nextAccountIndex": 0,
   "recordsScanned": 0,
   "seenTaskIds": [],
   "startedAt": "2026-09-04T03:55:51.365685+00:00",
   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-10T16:53:16.450401+00:00",
+  "updatedAt": "2026-09-10T16:56:16.536654+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -1,8 +1,8 @@
 {
-  "communityAttemptedAt": "2026-09-10T16:37:44.581340+00:00",
+  "communityAttemptedAt": "2026-09-10T16:54:24.256447+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-09-10T16:37:44.581340+00:00",
+  "communityUpdatedAt": "2026-09-10T16:54:24.256447+00:00",
   "frameworkAttemptedAt": "2026-09-10T15:27:32.924657+00:00",
   "frameworkError": null,
   "frameworkStats": {
@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T16:51:32.178688+00:00",
+  "generatedAt": "2026-09-10T16:54:24.256447+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-10T16:44:51.166987+00:00",
+  "generatedAt": "2026-09-10T16:54:17.522980+00:00",
-  "lastSyncTime": "2026-09-10T16:44:50.902809+00:00",
+  "lastSyncTime": "2026-09-10T16:54:17.206935+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1545,24 +1545,24 @@
         "decisionSuccessRate": 0.0909,
         "decisionTotal": 22,
         "failureBreakdown": {
-          "ambiguous_runtime": 23,
+          "ambiguous_runtime": 24,
           "framework_architecture_unsupported": 18,
           "memory_capacity": 1,
           "tokenizer_compatibility": 1,
           "验证失败": 39
         },
-        "failureCount": 82,
+        "failureCount": 83,
-        "failureRate": 0.9762,
+        "failureRate": 0.9765,
         "framework": "unknown",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0238,
+        "successRate": 0.0235,
         "targetGpu": "Cambricon_mlu-370-x4",
         "taskType": "text-generation",
-        "total": 84,
+        "total": 85,
-        "unresolvedFailureCount": 62
+        "unresolvedFailureCount": 63
       },
       "Cambricon_mlu-370-x8|unknown|text-generation": {
         "attributableFailureCount": 7,
@@ -2000,7 +2000,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 32,
         "failureBreakdown": {
-          "ambiguous_runtime": 27,
+          "ambiguous_runtime": 28,
           "backend_operator": 4,
           "framework_architecture_unsupported": 22,
           "memory_capacity": 1,
@@ -2009,7 +2009,7 @@
           "runtime_memory": 2,
           "参数/模板问题": 3
         },
-        "failureCount": 62,
+        "failureCount": 63,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -2019,8 +2019,8 @@
         "successRate": 0.0,
         "targetGpu": "Mthreads_s4000",
         "taskType": "text-generation",
-        "total": 62,
+        "total": 63,
-        "unresolvedFailureCount": 30
+        "unresolvedFailureCount": 31
       },
       "Sunrise_pt-200-x1|unknown|text-generation": {
         "attributableFailureCount": 0,
@@ -2296,7 +2296,7 @@
         "decisionSuccessRate": 0.2759,
         "decisionTotal": 174,
         "failureBreakdown": {
-          "ambiguous_runtime": 117,
+          "ambiguous_runtime": 118,
           "backend_operator": 4,
           "framework_architecture_unsupported": 88,
           "memory_capacity": 5,
@@ -2305,15 +2305,15 @@
           "参数/模板问题": 56,
           "验证失败": 673
         },
-        "failureCount": 972,
+        "failureCount": 973,
-        "failureRate": 0.9529,
+        "failureRate": 0.953,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 48,
-        "successRate": 0.0471,
+        "successRate": 0.047,
-        "total": 1020,
+        "total": 1021,
-        "unresolvedFailureCount": 846
+        "unresolvedFailureCount": 847
       },
       "vllm": {
         "attributableFailureCount": 240,
@@ -2321,7 +2321,7 @@
         "decisionSuccessRate": 0.0083,
         "decisionTotal": 242,
         "failureBreakdown": {
-          "ambiguous_runtime": 177,
+          "ambiguous_runtime": 178,
           "backend_operator": 33,
           "framework_architecture_unsupported": 169,
           "memory_capacity": 6,
@@ -2332,15 +2332,15 @@
           "tokenizer_compatibility": 3,
           "参数/模板问题": 24
         },
-        "failureCount": 442,
+        "failureCount": 443,
         "failureRate": 0.9955,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 2,
         "successRate": 0.0045,
-        "total": 444,
+        "total": 445,
-        "unresolvedFailureCount": 201
+        "unresolvedFailureCount": 202
       },
       "vllm-mlu": {
         "attributableFailureCount": 7,
@@ -2443,7 +2443,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-10T16:44:51.162108+00:00",
+    "generatedAt": "2026-09-10T16:54:17.517562+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2523,21 +2523,21 @@
         "decisionSuccessRate": 0.0909,
         "decisionTotal": 22,
         "failureBreakdown": {
-          "ambiguous_runtime": 23,
+          "ambiguous_runtime": 24,
           "framework_architecture_unsupported": 18,
           "memory_capacity": 1,
           "tokenizer_compatibility": 1,
           "验证失败": 39
         },
-        "failureCount": 82,
+        "failureCount": 83,
-        "failureRate": 0.9762,
+        "failureRate": 0.9765,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0238,
+        "successRate": 0.0235,
-        "total": 84,
+        "total": 85,
-        "unresolvedFailureCount": 62
+        "unresolvedFailureCount": 63
       },
       "Cambricon_mlu-370-x8": {
         "attributableFailureCount": 17,
@@ -2679,7 +2679,7 @@
         "decisionSuccessRate": 0.0571,
         "decisionTotal": 35,
         "failureBreakdown": {
-          "ambiguous_runtime": 27,
+          "ambiguous_runtime": 28,
           "backend_operator": 4,
           "framework_architecture_unsupported": 22,
           "memory_capacity": 1,
@@ -2689,15 +2689,15 @@
           "参数/模板问题": 10,
           "验证失败": 26
         },
-        "failureCount": 96,
+        "failureCount": 97,
-        "failureRate": 0.9796,
+        "failureRate": 0.9798,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 2,
-        "successRate": 0.0204,
+        "successRate": 0.0202,
-        "total": 98,
+        "total": 99,
-        "unresolvedFailureCount": 63
+        "unresolvedFailureCount": 64
       },
       "Sunrise_pt-200-x1": {
         "attributableFailureCount": 36,
@@ -4116,15 +4116,15 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 2,
         "failureBreakdown": {
-          "ambiguous_runtime": 10,
+          "ambiguous_runtime": 11,
           "framework_architecture_unsupported": 1,
           "tokenizer_compatibility": 1
         },
-        "failureCount": 12,
+        "failureCount": 13,
         "failureRate": 1.0,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T13:30:05.632388+00:00",
+        "lastTerminalAt": "2026-09-10T16:54:17.206907+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4132,8 +4132,8 @@
         "successRate": 0.0,
         "targetGpu": "Cambricon_mlu-370-x4",
         "taskType": "text-generation",
-        "total": 12,
+        "total": 13,
-        "unresolvedFailureCount": 10
+        "unresolvedFailureCount": 11
       },
       "Cambricon_mlu-370-x8|unknown|text-generation": {
         "attributableFailureCount": 1,
@@ -4426,16 +4426,16 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 5,
         "failureBreakdown": {
-          "ambiguous_runtime": 7,
+          "ambiguous_runtime": 8,
           "backend_operator": 3,
           "framework_architecture_unsupported": 1,
           "runtime_memory": 1
         },
-        "failureCount": 12,
+        "failureCount": 13,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T10:57:49.001753+00:00",
+        "lastTerminalAt": "2026-09-10T16:54:17.206935+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4443,8 +4443,8 @@
         "successRate": 0.0,
         "targetGpu": "Mthreads_s4000",
         "taskType": "text-generation",
-        "total": 12,
+        "total": 13,
-        "unresolvedFailureCount": 7
+        "unresolvedFailureCount": 8
       },
       "Sunrise_pt-200-x1|unknown|text-generation": {
         "attributableFailureCount": 0,
@@ -7193,15 +7193,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1608,
+    "terminalRecords": 1610,
-    "totalRecords": 1695,
+    "totalRecords": 1697,
     "totals": {
       "attributableFailureCount": 421,
       "decisionFailureRate": 0.8901,
       "decisionSuccessRate": 0.1099,
       "decisionTotal": 473,
       "failureBreakdown": {
-        "ambiguous_runtime": 361,
+        "ambiguous_runtime": 363,
         "backend_operator": 40,
         "framework_architecture_unsupported": 272,
         "memory_capacity": 11,
@@ -7213,30 +7213,31 @@
         "参数/模板问题": 98,
         "验证失败": 673
       },
-      "failureCount": 1556,
+      "failureCount": 1558,
       "failureRate": 0.9677,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 3,
       "successCount": 52,
       "successRate": 0.0323,
-      "total": 1608,
+      "total": 1610,
-      "unresolvedFailureCount": 1132
+      "unresolvedFailureCount": 1134
     },
     "warnings": [
       "GPU Ascend_910-b3 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 Iluvatar_mrv-100 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 MetaX_c-500 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 Biren_166m 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 hygon_k100-ai 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 Cambricon_mlu-370-x4 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 Ascend_910-b4 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-x4|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 Mthreads_s4000|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 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 Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。",
@@ -7251,11 +7252,10 @@
       "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 Iluvatar_bi-150|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 Vastai_va16|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 Cambricon_mlu-370-x4|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 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。"
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1695,
+  "summarizedRecords": 1697,
   "version": 1
 }

.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": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T16:54:17.206907+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T16:49:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497075", "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": "2026-09-10T16:54:17.206935+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T16:45:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532021", "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": "2026-09-10T16:37:38.117587+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T16:33:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505124", "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": "2026-09-10T16:37:38.117560+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T16:31:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505123", "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": "2026-09-10T16:05:31.804335+00:00", "modelId": "nm-testing/tinyllama-one-shot-w4a16-group-packed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T15:59:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4457978", "taskType": "text-generation", "verifyResult": -1}
@@ -296,5 +298,3 @@
 {"failReason": null, "framework": "", "lastSyncTime": "2026-09-08T06:21:18.620967+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-08T06:11:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4525689", "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": "2026-09-08T06:03:35.611314+00:00", "modelId": "nightmedia/Qwen3-4B-Element8-Eva-Heretic-mxfp4-mlx", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T06:03:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4079395", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "quantization_error", "failureCode": "QUANTIZATION_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-08T05:49:30.800091+00:00", "modelId": "nv-community/Qwen3-30B-A3B-NVFP4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T05:43:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4079985", "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": "2026-09-08T05:49:30.800105+00:00", "modelId": "RedHatAI/DeepSeek-R1-Distill-Qwen-32B-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T05:43:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4079986", "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", "failureUnsupportedArchitectures": ["AquilaDenseForCausalLM"], "framework": "vllm", "lastSyncTime": "2026-09-08T05:49:30.800060+00:00", "modelId": "BAAI/AquilaDense-7B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T05:39:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4079957", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
 {
   "agentVersion": "2026.09.04.4",
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+  "generation": 5272,
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-  "updatedAt": "2026-09-10T16:53:16.554737+00:00",
+  "updatedAt": "2026-09-10T16:56:17.243781+00:00",
   "writerId": "18252d8a8ef94333abd55823b2d81c42"
 }