state: generation 6173 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1383,7 +1383,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-12T11:22:22.382876+00:00",
+  "generatedAt": "2026-09-12T11:25:07.521868+00:00",
   "summary": {
     "activeBlockCount": 70,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -59,7 +59,7 @@
     "5": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 444,
+      "listingErrors": 445,
       "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": 5,
+  "nextAccountIndex": 6,
   "recordsScanned": 0,
   "seenTaskIds": [],
   "startedAt": "2026-09-04T03:55:51.365685+00:00",
   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-12T11:22:22.359856+00:00",
+  "updatedAt": "2026-09-12T11:25:07.493611+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-12T11:20:13.632831+00:00",
+  "generatedAt": "2026-09-12T11:23:32.456802+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-12T10:56:57.261167+00:00",
+  "generatedAt": "2026-09-12T11:23:23.405574+00:00",
-  "lastSyncTime": "2026-09-12T10:56:57.011705+00:00",
+  "lastSyncTime": "2026-09-12T11:23:23.155704+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2330,14 +2330,14 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 42,
         "failureBreakdown": {
-          "ambiguous_runtime": 17,
+          "ambiguous_runtime": 18,
           "framework_architecture_unsupported": 31,
           "memory_capacity": 1,
           "model_load": 4,
           "repository_structure": 4,
           "runtime_memory": 2
         },
-        "failureCount": 59,
+        "failureCount": 60,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -2347,8 +2347,8 @@
         "successRate": 0.0,
         "targetGpu": "hygon_k100-ai",
         "taskType": "text-generation",
-        "total": 59,
+        "total": 60,
-        "unresolvedFailureCount": 17
+        "unresolvedFailureCount": 18
       }
     },
     "frameworkSummaries": {
@@ -2421,7 +2421,7 @@
         "decisionSuccessRate": 0.0111,
         "decisionTotal": 271,
         "failureBreakdown": {
-          "ambiguous_runtime": 199,
+          "ambiguous_runtime": 200,
           "backend_operator": 34,
           "framework_architecture_unsupported": 184,
           "memory_capacity": 6,
@@ -2432,15 +2432,15 @@
           "tokenizer_compatibility": 6,
           "参数/模板问题": 24
         },
-        "failureCount": 492,
+        "failureCount": 493,
-        "failureRate": 0.9939,
+        "failureRate": 0.994,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 3,
-        "successRate": 0.0061,
+        "successRate": 0.006,
-        "total": 495,
+        "total": 496,
-        "unresolvedFailureCount": 223
+        "unresolvedFailureCount": 224
       },
       "vllm-mlu": {
         "attributableFailureCount": 7,
@@ -2544,7 +2544,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-12T10:56:57.257120+00:00",
+    "generatedAt": "2026-09-12T11:23:23.400496+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2856,7 +2856,7 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 45,
         "failureBreakdown": {
-          "ambiguous_runtime": 19,
+          "ambiguous_runtime": 20,
           "framework_architecture_unsupported": 34,
           "memory_capacity": 1,
           "model_load": 4,
@@ -2865,15 +2865,15 @@
           "参数/模板问题": 9,
           "验证失败": 27
         },
-        "failureCount": 100,
+        "failureCount": 101,
         "failureRate": 1.0,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 0,
         "successRate": 0.0,
-        "total": 100,
+        "total": 101,
-        "unresolvedFailureCount": 55
+        "unresolvedFailureCount": 56
       }
     },
     "observedGpuMemoryGiB": {
@@ -4561,19 +4561,19 @@
         "unresolvedFailureCount": 19
       },
       "MetaX_c-500|vllm|text-generation": {
-        "attributableFailureCount": 5,
+        "attributableFailureCount": 4,
-        "consecutiveFailures": 5,
+        "consecutiveFailures": 4,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 5,
+        "decisionTotal": 4,
         "failureBreakdown": {
           "ambiguous_runtime": 1,
-          "framework_architecture_unsupported": 3,
+          "framework_architecture_unsupported": 2,
           "model_load": 1,
           "repository_structure": 1
         },
-        "failureCount": 6,
+        "failureCount": 5,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
@@ -4585,7 +4585,7 @@
         "successRate": 0.0,
         "targetGpu": "MetaX_c-500",
         "taskType": "text-generation",
-        "total": 6,
+        "total": 5,
         "unresolvedFailureCount": 1
       },
       "Mthreads_s4000|llamacpp|text-generation": {
@@ -4811,7 +4811,7 @@
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-12T09:16:13.411459+00:00",
+        "lastTerminalAt": "2026-09-12T11:23:23.155704+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -7208,15 +7208,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1715,
+    "terminalRecords": 1716,
-    "totalRecords": 1802,
+    "totalRecords": 1803,
     "totals": {
       "attributableFailureCount": 478,
       "decisionFailureRate": 0.8935,
       "decisionSuccessRate": 0.1065,
       "decisionTotal": 535,
       "failureBreakdown": {
-        "ambiguous_runtime": 402,
+        "ambiguous_runtime": 403,
         "backend_operator": 42,
         "framework_architecture_unsupported": 293,
         "memory_capacity": 11,
@@ -7228,20 +7228,21 @@
         "参数/模板问题": 101,
         "验证失败": 673
       },
-      "failureCount": 1658,
+      "failureCount": 1659,
       "failureRate": 0.9668,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 4,
       "successCount": 57,
       "successRate": 0.0332,
-      "total": 1715,
+      "total": 1716,
-      "unresolvedFailureCount": 1176
+      "unresolvedFailureCount": 1177
     },
     "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。",
@@ -7250,7 +7251,6 @@
       "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。",
@@ -7272,6 +7272,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1802,
+  "summarizedRecords": 1803,
   "version": 1
 }

.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": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-12T11:23:23.155704+00:00", "modelId": "primitive-ai/Qwen3.8-27B-mixed-NVFP4-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T11:17:22+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4543768", "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": ["Spark2_5ForCausalLM"], "framework": "vllm", "lastSyncTime": "2026-09-12T10:56:57.011705+00:00", "modelId": "XHToken/Spark-X2.5-4B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T10:55:22+00:00", "targetGpu": "Vastai_va16", "taskId": "4554931", "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": ["nemotron_h"], "framework": "", "lastSyncTime": "2026-09-12T10:30:27.007152+00:00", "modelId": "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T10:25:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610388", "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": "2026-09-12T10:03:18.508491+00:00", "modelId": "primitive-ai/Qwen3.8-27B-mixed-NVFP4-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T10:01:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4543481", "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", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_mtp"], "framework": "", "lastSyncTime": "2026-09-08T21:18:07.599932+00:00", "modelId": "mlx-community/Qwen3.8-27B-MTP-bf16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T21:15:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4332706", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "", "lastSyncTime": "2026-09-08T20:58:55.412682+00:00", "modelId": "BAAI/AquilaMed-RL", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T20:57:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4481650", "taskType": "text-generation", "verifyResult": -1}
 {"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": "2026-09-08T20:58:55.412694+00:00", "modelId": "BAAI/AquilaMed-RL", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T20:51:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610344", "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": "2026-09-08T20:08:17.704972+00:00", "modelId": "amd/Qwen2.5-Coder-1.5B-Instruct-onnx-ryzenai-npu", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T20:01:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4079396", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
 {
   "agentVersion": "2026.09.04.4",
   "checksums": {
-    ".modelhub_state/architecture_compatibility_blacklist.json": "79516b710ad2715e67dabbd26d019cea173c477906034d432828d764c5e44dc1",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "b61c298c59304314463f3e87aa513902eaf2b8ca18726700796f221a9d430470",
-    ".modelhub_state/architecture_history_backfill.json": "29c015b775f1fa10ffbcd2c8315526493cce3cc765ec8f5ca95c56e41eb432e3",
+    ".modelhub_state/architecture_history_backfill.json": "0f0447cd1f60832b77a89cbcb03480f0a29114bdcebdd3d6640dbd7a513a1527",
-    ".modelhub_state/market_intelligence.json": "62906474ad3adc673f2426af517c823e4ec2d4ddcc26c5e9679335b33b9a331d",
+    ".modelhub_state/market_intelligence.json": "bfc658eddadbc3b42c4bb870a9da0853ad0e7769447302eb65812288d63ead10",
-    ".modelhub_state/official_capabilities.json": "ebc62919d71dcb830caf0adf74f193b89bce009c7b02984429e54540778b6453",
+    ".modelhub_state/official_capabilities.json": "83d8d29608525b1fcbf69185c13ee6c1816daaf55d4617c68e74afab53a74c67",
-    ".modelhub_state/outcome_checkpoint.json": "514d4780f055c50fcf7c35efcc79b927935708fe5a05230c4ee3754404d6cacb",
+    ".modelhub_state/outcome_checkpoint.json": "0de469cba76499f9aebffd85102eea1a55406151f7a579c654121eb389bcafa6",
     ".modelhub_state/queue_cleanup_latest.json": "34b932df05032ee1048c1de50e1c38b8398a18e633d931a757b3bcfc8c50609c",
-    ".modelhub_state/recent_outcomes.jsonl": "a90ae60a4d5bdc953b193a4a9b900e023e7312c6d54f57ecda7b5704552df81f",
+    ".modelhub_state/recent_outcomes.jsonl": "76691b19f41965d41a0437ce7e2bccd6b02bc3c88e2ba5c9d2f901b1c4bf6c48",
-    ".modelhub_state/recovery_active_tasks.jsonl": "704bcd4193598c78f313fe449212ff83b1ffb57243fe68afdc57ad1e06d18bbc",
+    ".modelhub_state/recovery_active_tasks.jsonl": "d32754e116cbeaac2ab94c2a50fdf9dd307acac2da7d2e9a7dee466675072680",
-    ".modelhub_state/recovery_intents.jsonl": "ac7dea561d8975a06f19ec2be26d5948c881c4d5097f01e1f01f7f91642f413b",
+    ".modelhub_state/recovery_intents.jsonl": "78702c72f26703ae3d2b6f78241066885ed7061e98be9f47636f4b54b66b5847",
     ".modelhub_state/routing_intelligence.json": "a85a6a865f741b30ed352b033dd21f087adf76d42ad1dafaeaa7ef4b20a26734",
     ".modelhub_state/submission_exclusions.jsonl": "14480c58228be6b76e21e98008960b815d20d16132dcab7a11e5b449c5e2d220",
     ".modelhub_state/worker_crashes.jsonl": "9693a31a13cc18a3136ff5373f9569dc2fecaa274aaf91d3b1c8a67f31fe0162",
     "ledger/submissions.jsonl": "eaae6410b44d2a2c7ac0145ff8e6b0d2965f1078cc1044298a0e496dd78627b3",
     "outcomes/submissions.jsonl": "3678f5316c097271d45b45e4447a565007cc73fefee71d264146f6fd973a1a6c"
   },
-  "generation": 6172,
+  "generation": 6173,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-12T11:22:22.454662+00:00",
+  "updatedAt": "2026-09-12T11:25:08.124609+00:00",
   "writerId": "e5dd59a4c84a4f21926bad61448789e2"
 }