state: generation 5143 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1313,7 +1313,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T11:39:51.888215+00:00",
+  "generatedAt": "2026-09-10T11:42:29.004979+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -75,7 +75,7 @@
     "7": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 365,
+      "listingErrors": 366,
       "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": "2026-09-10T11:39:51.864460+00:00",
+  "updatedAt": "2026-09-10T11:42:28.980295+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T11:37:30.033164+00:00",
+  "generatedAt": "2026-09-10T11:40:59.915242+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-10T11:31:55.552238+00:00",
+  "generatedAt": "2026-09-10T11:40:52.921299+00:00",
-  "lastSyncTime": "2026-09-10T11:31:55.305639+00:00",
+  "lastSyncTime": "2026-09-10T11:40:52.603367+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1386,12 +1386,12 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 26,
         "failureBreakdown": {
-          "ambiguous_runtime": 23,
+          "ambiguous_runtime": 26,
           "framework_architecture_unsupported": 24,
           "memory_capacity": 1,
           "tokenizer_compatibility": 1
         },
-        "failureCount": 49,
+        "failureCount": 52,
         "failureRate": 1.0,
         "framework": "vllm",
         "pendingCount": 0,
@@ -1401,8 +1401,8 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b3",
         "taskType": "text-generation",
-        "total": 49,
+        "total": 52,
-        "unresolvedFailureCount": 23
+        "unresolvedFailureCount": 26
       },
       "Ascend_910-b4|llamacpp|text-generation": {
         "attributableFailureCount": 1,
@@ -2321,7 +2321,7 @@
         "decisionSuccessRate": 0.0042,
         "decisionTotal": 236,
         "failureBreakdown": {
-          "ambiguous_runtime": 163,
+          "ambiguous_runtime": 166,
           "backend_operator": 29,
           "framework_architecture_unsupported": 169,
           "memory_capacity": 6,
@@ -2332,15 +2332,15 @@
           "tokenizer_compatibility": 3,
           "参数/模板问题": 21
         },
-        "failureCount": 420,
+        "failureCount": 423,
         "failureRate": 0.9976,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 1,
         "successCount": 1,
         "successRate": 0.0024,
-        "total": 421,
+        "total": 424,
-        "unresolvedFailureCount": 184
+        "unresolvedFailureCount": 187
       },
       "vllm-mlu": {
         "attributableFailureCount": 7,
@@ -2443,7 +2443,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-10T11:31:55.546929+00:00",
+    "generatedAt": "2026-09-10T11:40:52.916454+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 26,
@@ -2451,22 +2451,22 @@
         "decisionSuccessRate": 0.037,
         "decisionTotal": 27,
         "failureBreakdown": {
-          "ambiguous_runtime": 23,
+          "ambiguous_runtime": 26,
           "framework_architecture_unsupported": 24,
           "memory_capacity": 1,
           "tokenizer_compatibility": 1,
           "参数/模板问题": 8,
           "验证失败": 27
         },
-        "failureCount": 84,
+        "failureCount": 87,
-        "failureRate": 0.9882,
+        "failureRate": 0.9886,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 1,
-        "successRate": 0.0118,
+        "successRate": 0.0114,
-        "total": 85,
+        "total": 88,
-        "unresolvedFailureCount": 58
+        "unresolvedFailureCount": 61
       },
       "Ascend_910-b4": {
         "attributableFailureCount": 38,
@@ -3983,21 +3983,21 @@
     },
     "recentCombinationStats": {
       "Ascend_910-b3|vllm|text-generation": {
-        "attributableFailureCount": 2,
+        "attributableFailureCount": 1,
-        "consecutiveFailures": 2,
+        "consecutiveFailures": 1,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 2,
+        "decisionTotal": 1,
         "failureBreakdown": {
-          "ambiguous_runtime": 17,
+          "ambiguous_runtime": 19,
-          "framework_architecture_unsupported": 2
+          "framework_architecture_unsupported": 1
         },
-        "failureCount": 19,
+        "failureCount": 20,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-10T09:20:50.207436+00:00",
+        "lastTerminalAt": "2026-09-10T11:40:52.603333+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -4005,8 +4005,8 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b3",
         "taskType": "text-generation",
-        "total": 19,
+        "total": 20,
-        "unresolvedFailureCount": 17
+        "unresolvedFailureCount": 19
       },
       "Ascend_910-b4|llamacpp|text-generation": {
         "attributableFailureCount": 1,
@@ -4202,9 +4202,9 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 0,
         "failureBreakdown": {
-          "ambiguous_runtime": 2
+          "ambiguous_runtime": 1
         },
-        "failureCount": 2,
+        "failureCount": 1,
         "failureRate": 1.0,
         "framework": "transformers",
         "lastPlatformFailureAt": null,
@@ -4216,8 +4216,8 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_bi-100",
         "taskType": "text-generation",
-        "total": 2,
+        "total": 1,
-        "unresolvedFailureCount": 2
+        "unresolvedFailureCount": 1
       },
       "Iluvatar_bi-150|vllm|text-generation": {
         "attributableFailureCount": 4,
@@ -4281,9 +4281,9 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 0,
         "failureBreakdown": {
-          "ambiguous_runtime": 6
+          "ambiguous_runtime": 5
         },
-        "failureCount": 6,
+        "failureCount": 5,
         "failureRate": 1.0,
         "framework": "unknown",
         "lastPlatformFailureAt": null,
@@ -4295,8 +4295,8 @@
         "successRate": 0.0,
         "targetGpu": "Kunlunxin_p-800",
         "taskType": "text-generation",
-        "total": 6,
+        "total": 5,
-        "unresolvedFailureCount": 6
+        "unresolvedFailureCount": 5
       },
       "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation": {
         "attributableFailureCount": 0,
@@ -7002,15 +7002,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1565,
+    "terminalRecords": 1568,
-    "totalRecords": 1652,
+    "totalRecords": 1655,
     "totals": {
       "attributableFailureCount": 409,
       "decisionFailureRate": 0.8891,
       "decisionSuccessRate": 0.1109,
       "decisionTotal": 460,
       "failureBreakdown": {
-        "ambiguous_runtime": 334,
+        "ambiguous_runtime": 337,
         "backend_operator": 34,
         "framework_architecture_unsupported": 271,
         "memory_capacity": 11,
@@ -7022,21 +7022,21 @@
         "参数/模板问题": 95,
         "验证失败": 673
       },
-      "failureCount": 1514,
+      "failureCount": 1517,
-      "failureRate": 0.9674,
+      "failureRate": 0.9675,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 3,
       "successCount": 51,
-      "successRate": 0.0326,
+      "successRate": 0.0325,
-      "total": 1565,
+      "total": 1568,
-      "unresolvedFailureCount": 1102
+      "unresolvedFailureCount": 1105
     },
     "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 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。",
       "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。",
@@ -7044,7 +7044,7 @@
       "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 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。",
       "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。",
@@ -7065,6 +7065,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1652,
+  "summarizedRecords": 1655,
   "version": 1
 }

.modelhub_state/recent_outcomes.jsonl

@@ -1,3 +1,6 @@
+{"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": "2026-09-10T11:40:52.603333+00:00", "modelId": "nm-testing/nonuniform", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:39:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505113", "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": "2026-09-10T11:40:52.603356+00:00", "modelId": "nm-testing/tinyllama-oneshot-w8a8-dynamic-token-v2-asym", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:39:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505112", "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": "2026-09-10T11:40:52.603367+00:00", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:37:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505111", "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": "2026-09-10T11:31:55.305639+00:00", "modelId": "RedHatAI/starcoder2-15b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:25:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471913", "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": "2026-09-10T11:14:50.402520+00:00", "modelId": "RedHatAI/starcoder2-3b-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:09:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4134179", "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": "2026-09-10T11:06:41.315652+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T11:05:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4134097", "taskType": "text-generation", "verifyResult": -1}
@@ -295,6 +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": ["nemotron_h"], "framework": "", "lastSyncTime": "2026-09-07T23:25:25.308783+00:00", "modelId": "nv-community/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:19:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4133677", "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": "2026-09-07T23:16:42.601369+00:00", "modelId": "whcl412/mlx-LycheeAI-coder-1.7b", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:15:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4332994", "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": "2026-09-07T23:16:42.601390+00:00", "modelId": "neuralmagic/starcoder2-7b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:11:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4083483", "taskType": "text-generation", "verifyResult": -1}
-{"failReason": "memory_capacity", "failureAction": "reject_if_estimated_load_exceeds_memory", "failureCategory": "memory_capacity", "failureClassificationReason": "structured_oom", "failureCode": "PREFLIGHT_OOM", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureObservedGpuMemoryGiB": 32.0, "failureScope": "model_gpu", "framework": "", "lastSyncTime": "2026-09-07T23:07:55.698411+00:00", "modelId": "inclusionAI/Ling-3.0-tiny", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T23:07:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4271662", "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": "transformers", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "transformers", "lastSyncTime": "2026-09-07T22:59:07.700197+00:00", "modelId": "nightmedia/Qwen3-4B-Element8-Eva-Heretic-mxfp4-mlx", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T22:57:21+00:00", "targetGpu": "Iluvatar_bi-100", "taskId": "4080072", "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": "2026-09-07T22:32:11.428265+00:00", "modelId": "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T22:31:21+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4483787", "taskType": "text-generation", "verifyResult": -1}

manifest.json

@@ -1,24 +1,24 @@
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+    ".modelhub_state/architecture_compatibility_blacklist.json": "bbce9b3e1e3dc95f6f3dc8c39701187ee98ed7fd3adbc409faeda4d73e3614f2",
-    ".modelhub_state/architecture_history_backfill.json": "6789eac1f863b06cc885351f350966c37b9cd50ff644c165c8fc7551ac3c1dd2",
+    ".modelhub_state/architecture_history_backfill.json": "ecd2057bbabe798f3d9c22679acc46ba64532ccdaffc18d961852247ad76cfe9",
-    ".modelhub_state/market_intelligence.json": "2735f22c21a6a483cb4475addf8b2041d6d568c3de1564df2041232b6c1d444a",
+    ".modelhub_state/market_intelligence.json": "4248f36f006902676a6fc38335c6ab021fdd713745699e9746954df6dbff55b5",
-    ".modelhub_state/official_capabilities.json": "50d37e092d65250fecc54ab7faf855e1ec822a7844db0f87958039d24ca65378",
+    ".modelhub_state/official_capabilities.json": "d70ed1939d95f1a4626a10b45d49986e373ca8e5595cfffd16500fd6c54cf08a",
-    ".modelhub_state/outcome_checkpoint.json": "33a7744fb500a51a0c8f346c2049cbc0df1746e93433ffcfe06e10e16cc0c274",
+    ".modelhub_state/outcome_checkpoint.json": "3f40fbd199c8837295f6115a33da6d87af6e23d76c4b7d3949f8aba7c0067e82",
     ".modelhub_state/queue_cleanup_latest.json": "b9038630dc67feced29c6931cb43d6d94c28bb175e6dcf80fac9c625a52887d5",
-    ".modelhub_state/recent_outcomes.jsonl": "2cb2e7472b0438479ea47741a777fc7df816050bf4a9a7ffc011c3936b86388a",
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 }