state: generation 5660 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1307,7 +1307,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-11T11:07:14.094437+00:00",
+  "generatedAt": "2026-09-11T11:11:00.861815+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -59,7 +59,7 @@
     "5": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 405,
+      "listingErrors": 406,
       "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": "2026-09-11T11:07:14.071046+00:00",
+  "updatedAt": "2026-09-11T11:11:00.838282+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-11T11:05:01.898930+00:00",
+  "generatedAt": "2026-09-11T11:08:21.136453+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-11T07:43:04.447309+00:00",
+  "generatedAt": "2026-09-11T11:08:15.025709+00:00",
-  "lastSyncTime": "2026-09-11T07:43:04.407471+00:00",
+  "lastSyncTime": "2026-09-11T11:08:14.809954+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -2042,17 +2042,17 @@
         "unresolvedFailureCount": 33
       },
       "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation": {
-        "attributableFailureCount": 35,
+        "attributableFailureCount": 36,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 35,
+        "decisionTotal": 36,
         "failureBreakdown": {
           "framework_architecture_unsupported": 2,
           "platform_infrastructure": 2,
-          "tokenizer_compatibility": 33,
+          "tokenizer_compatibility": 34,
           "参数/模板问题": 6
         },
-        "failureCount": 43,
+        "failureCount": 44,
         "failureRate": 1.0,
         "framework": "vllm_fix_tokenizer",
         "pendingCount": 0,
@@ -2062,7 +2062,7 @@
         "successRate": 0.0,
         "targetGpu": "Sunrise_pt-200-x1",
         "taskType": "text-generation",
-        "total": 43,
+        "total": 44,
         "unresolvedFailureCount": 6
       },
       "Sunrise_pt-200-x1|vllm|text-generation": {
@@ -2401,26 +2401,26 @@
         "unresolvedFailureCount": 4
       },
       "vllm_fix_tokenizer": {
-        "attributableFailureCount": 38,
+        "attributableFailureCount": 39,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 38,
+        "decisionTotal": 39,
         "failureBreakdown": {
           "ambiguous_runtime": 36,
           "framework_architecture_unsupported": 4,
           "model_load": 1,
           "platform_infrastructure": 2,
-          "tokenizer_compatibility": 33,
+          "tokenizer_compatibility": 34,
           "参数/模板问题": 7
         },
-        "failureCount": 83,
+        "failureCount": 84,
         "failureRate": 1.0,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 2,
         "successCount": 0,
         "successRate": 0.0,
-        "total": 83,
+        "total": 84,
         "unresolvedFailureCount": 43
       },
       "vllm_tokenizer_patch": {
@@ -2442,7 +2442,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-11T07:43:04.442818+00:00",
+    "generatedAt": "2026-09-11T11:08:15.021564+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2700,26 +2700,26 @@
         "unresolvedFailureCount": 77
       },
       "Sunrise_pt-200-x1": {
-        "attributableFailureCount": 36,
+        "attributableFailureCount": 37,
-        "decisionFailureRate": 0.973,
+        "decisionFailureRate": 0.9737,
-        "decisionSuccessRate": 0.027,
+        "decisionSuccessRate": 0.0263,
-        "decisionTotal": 37,
+        "decisionTotal": 38,
         "failureBreakdown": {
           "ambiguous_runtime": 1,
           "framework_architecture_unsupported": 3,
           "platform_infrastructure": 3,
-          "tokenizer_compatibility": 33,
+          "tokenizer_compatibility": 34,
           "参数/模板问题": 9,
           "验证失败": 32
         },
-        "failureCount": 81,
+        "failureCount": 82,
-        "failureRate": 0.9878,
+        "failureRate": 0.988,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 3,
         "successCount": 1,
-        "successRate": 0.0122,
+        "successRate": 0.012,
-        "total": 82,
+        "total": 83,
         "unresolvedFailureCount": 42
       },
       "Vastai_va16": {
@@ -4321,10 +4321,10 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 6,
         "failureBreakdown": {
-          "ambiguous_runtime": 3,
+          "ambiguous_runtime": 2,
           "framework_architecture_unsupported": 6
         },
-        "failureCount": 9,
+        "failureCount": 8,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
@@ -4336,8 +4336,8 @@
         "successRate": 0.0,
         "targetGpu": "MetaX_c-500",
         "taskType": "text-generation",
-        "total": 9,
+        "total": 8,
-        "unresolvedFailureCount": 3
+        "unresolvedFailureCount": 2
       },
       "Mthreads_s4000|llamacpp|text-generation": {
         "attributableFailureCount": 1,
@@ -4415,22 +4415,22 @@
         "unresolvedFailureCount": 0
       },
       "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation": {
-        "attributableFailureCount": 14,
+        "attributableFailureCount": 15,
-        "consecutiveFailures": 14,
+        "consecutiveFailures": 15,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 14,
+        "decisionTotal": 15,
         "failureBreakdown": {
           "framework_architecture_unsupported": 1,
           "platform_infrastructure": 2,
-          "tokenizer_compatibility": 13
+          "tokenizer_compatibility": 14
         },
-        "failureCount": 16,
+        "failureCount": 17,
         "failureRate": 1.0,
         "framework": "vllm_fix_tokenizer",
         "lastPlatformFailureAt": "2026-09-10T11:01:21+00:00",
-        "lastTerminalAt": "2026-09-10T16:05:31.804335+00:00",
+        "lastTerminalAt": "2026-09-11T11:08:14.809954+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 2,
@@ -4438,7 +4438,7 @@
         "successRate": 0.0,
         "targetGpu": "Sunrise_pt-200-x1",
         "taskType": "text-generation",
-        "total": 16,
+        "total": 17,
         "unresolvedFailureCount": 0
       },
       "Sunrise_pt-200-x1|vllm|text-generation": {
@@ -6936,13 +6936,13 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1650,
+    "terminalRecords": 1651,
-    "totalRecords": 1737,
+    "totalRecords": 1738,
     "totals": {
-      "attributableFailureCount": 430,
+      "attributableFailureCount": 431,
-      "decisionFailureRate": 0.8903,
+      "decisionFailureRate": 0.8905,
-      "decisionSuccessRate": 0.1097,
+      "decisionSuccessRate": 0.1095,
-      "decisionTotal": 483,
+      "decisionTotal": 484,
       "failureBreakdown": {
         "ambiguous_runtime": 391,
         "backend_operator": 40,
@@ -6952,34 +6952,35 @@
         "platform_infrastructure": 4,
         "repository_structure": 5,
         "runtime_memory": 6,
-        "tokenizer_compatibility": 39,
+        "tokenizer_compatibility": 40,
         "参数/模板问题": 99,
         "验证失败": 673
       },
-      "failureCount": 1597,
+      "failureCount": 1598,
       "failureRate": 0.9679,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 4,
       "successCount": 53,
       "successRate": 0.0321,
-      "total": 1650,
+      "total": 1651,
       "unresolvedFailureCount": 1163
     },
     "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。",
@@ -6994,11 +6995,10 @@
       "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": 1737,
+  "summarizedRecords": 1738,
   "version": 1
 }

.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_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-11T11:08:14.809954+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4-Group128-A16-Test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T11:05:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4457994", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-11T07:43:04.407471+00:00", "modelId": "deepreinforce-ai/Ornith-1.0-35B-FP8", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-11T07:38:33+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4079996", "taskType": "text-generation", "verifyResult": null}
 {"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": "2026-09-11T07:33:47.206168+00:00", "modelId": "nm-testing/llama3-8b-w8_channel-a8_tensor-compressed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T07:27:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523220", "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": "2026-09-11T07:24:30.143494+00:00", "modelId": "nm-testing/tinyllama-one-shot-w4a16-group-packed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T07:21:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4505135", "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": "2026-09-08T08:12:43.104862+00:00", "modelId": "amd/Qwen2.5_3B_Instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T08:01:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4079942", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "unknown", "failureCode": "UNKNOWN", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-08T08:12:43.104895+00:00", "modelId": "ysqlian/YZH_Model", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T07:59:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4494268", "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": "2026-09-08T08:12:43.104903+00:00", "modelId": "nightmedia/Mistral-Nemo-Instruct-2407-12B-Thinking-M-Claude-Opus-High-Reasoning-mxfp4-mlx", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T07:55:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4080014", "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, "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-08T07:47:20.009376+00:00", "modelId": "ModelCloud.AI/Marin-32B-Base-GPTQMODEL-W4A16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T07:41:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4079069", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
 {
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-    ".modelhub_state/architecture_history_backfill.json": "4e66b03ae9ac554d49f4efa8306aafbfd76da3942d344a889de488c87be4c3e9",
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-    ".modelhub_state/market_intelligence.json": "2c8edc6de45de73fd1296f9e04098edacc91438857f657addb4523dc880001c3",
+    ".modelhub_state/market_intelligence.json": "80ab18261a5c2cce68425c916fc133e7e911fee42d76917e6440901a9e051c62",
-    ".modelhub_state/official_capabilities.json": "5d557f6e972bea8a35e4080530202935f5bb1282553c4f38cd2e9d53d6d7e721",
+    ".modelhub_state/official_capabilities.json": "259c7e6a7e6dfe37ea00161c6d7309c2c07b0b63e5f319f155fbb76ab624ca26",
-    ".modelhub_state/outcome_checkpoint.json": "502057f7f506ac7aea6130b20a3b225f6ccc1510a86779ebe5ce5ccdc1aaef13",
+    ".modelhub_state/outcome_checkpoint.json": "738daae4d96f6b15097c7b1f7fd5c71771c203d17ce6790817773561e9ecdd41",
     ".modelhub_state/queue_cleanup_latest.json": "9092a0b045d21453d0210c81bf56fa209d341915359e8357a6e260c821f48c9b",
-    ".modelhub_state/recent_outcomes.jsonl": "a33ccc3fa6f0a8d1f1c645ff6013256fc4a07ac5401bd607a08dfae424e4f02e",
+    ".modelhub_state/recent_outcomes.jsonl": "daca771dc12e1867e50ad6c80abfb423333720a8917956d9ad25d12ea685b2e7",
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+    ".modelhub_state/recovery_active_tasks.jsonl": "bee434f77691735f87dda66f8405dedc239866e1389983caf4b6a65baabc2527",
-    ".modelhub_state/recovery_intents.jsonl": "01375a1ade080c6ed3fe69a2ab0ed538641c2ad91c474c402a348c2d6b399a2d",
+    ".modelhub_state/recovery_intents.jsonl": "c64bfa0762191e311a9b430311825ea56c28dd0c3fc574f83d6e914fea5e5f94",
     ".modelhub_state/routing_intelligence.json": "01755a7ae15e8408cf0586a62b0684ec4e7e2d46c2715b9b2bfe968c7d40353e",
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     ".modelhub_state/worker_crashes.jsonl": "7fa483580e87374493226e80bcf40bf8044847acba70045c96fa175966a1a8ba",
     "ledger/submissions.jsonl": "0f2922a5f34c5777fcbb7e7ea1512bd1784eed2b74f5d6c3f05103cb3bbea37e",
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-  "generation": 5659,
+  "generation": 5660,
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+  "updatedAt": "2026-09-11T11:11:01.737299+00:00",
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 }