state: generation 22161 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -403,7 +403,7 @@
     "ascend_910-b4|vllm_tokenizer_patch|text-generation|model_type:mini_k3": {
       "architectureSignature": "model_type:mini_k3",
       "architectures": [],
-      "evidenceCount": 3,
+      "evidenceCount": 2,
       "expiresAt": "2026-10-21T19:05:50.437924+00:00",
       "framework": "vllm_tokenizer_patch",
       "latestFailureAt": "2026-09-21T19:05:50.437924+00:00",
@@ -412,13 +412,11 @@
       "modelType": "mini_k3",
       "sourceModelIds": [
         "nkkbr/Mini-K3-1H-decay-g16-v2_B",
-        "nkkbr/Mini-K3-1H-attnres-block6-v1_C",
+        "nkkbr/Mini-K3-1H-attnres-block6-v1_C"
-        "nkkbr/Mini-K3-1H-attnres-standard-v1_B"
       ],
       "sourceTaskIds": [
         "5006050",
-        "5006054",
+        "5006054"
-        "5006051"
       ],
       "targetGpu": "Ascend_910-b4",
       "taskType": "text-generation"
@@ -2914,7 +2912,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-08T11:26:46.487484+00:00",
+  "generatedAt": "2026-10-08T11:35:31.684530+00:00",
   "summary": {
     "activeBlockCount": 145,
     "byGpuFramework": {

.modelhub_state/market_intelligence.json

@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-08T11:33:57.273554+00:00",
+  "generatedAt": "2026-10-08T11:37:18.764043+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-10-08T11:26:46.405224+00:00",
+  "generatedAt": "2026-10-08T11:35:31.604572+00:00",
-  "lastSyncTime": "2026-10-08T11:26:46.346598+00:00",
+  "lastSyncTime": "2026-10-08T11:35:31.353790+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -407,7 +407,7 @@
       "ascend_910-b4|vllm_tokenizer_patch|text-generation|model_type:mini_k3": {
         "architectureSignature": "model_type:mini_k3",
         "architectures": [],
-        "evidenceCount": 3,
+        "evidenceCount": 2,
         "expiresAt": "2026-10-21T19:05:50.437924+00:00",
         "framework": "vllm_tokenizer_patch",
         "latestFailureAt": "2026-09-21T19:05:50.437924+00:00",
@@ -416,13 +416,11 @@
         "modelType": "mini_k3",
         "sourceModelIds": [
           "nkkbr/Mini-K3-1H-decay-g16-v2_B",
-          "nkkbr/Mini-K3-1H-attnres-block6-v1_C",
+          "nkkbr/Mini-K3-1H-attnres-block6-v1_C"
-          "nkkbr/Mini-K3-1H-attnres-standard-v1_B"
         ],
         "sourceTaskIds": [
           "5006050",
-          "5006054",
+          "5006054"
-          "5006051"
         ],
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation"
@@ -4195,7 +4193,7 @@
         "decisionSuccessRate": 0.2603,
         "decisionTotal": 73,
         "failureBreakdown": {
-          "ambiguous_runtime": 32,
+          "ambiguous_runtime": 33,
           "backend_operator": 6,
           "framework_architecture_unsupported": 29,
           "memory_capacity": 1,
@@ -4203,18 +4201,18 @@
           "runtime_memory": 10,
           "参数/模板问题": 20
         },
-        "failureCount": 106,
+        "failureCount": 107,
-        "failureRate": 0.848,
+        "failureRate": 0.8492,
         "framework": "vllm_0_17_0_corex_4_4_0",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 19,
-        "successRate": 0.152,
+        "successRate": 0.1508,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 125,
+        "total": 126,
-        "unresolvedFailureCount": 52
+        "unresolvedFailureCount": 53
       },
       "Iluvatar_bi-150|vllm_fix_tokenizer|text-generation": {
         "attributableFailureCount": 9,
@@ -5750,7 +5748,7 @@
         "decisionSuccessRate": 0.2603,
         "decisionTotal": 73,
         "failureBreakdown": {
-          "ambiguous_runtime": 32,
+          "ambiguous_runtime": 33,
           "backend_operator": 6,
           "framework_architecture_unsupported": 29,
           "memory_capacity": 1,
@@ -5758,15 +5756,15 @@
           "runtime_memory": 10,
           "参数/模板问题": 20
         },
-        "failureCount": 106,
+        "failureCount": 107,
-        "failureRate": 0.848,
+        "failureRate": 0.8492,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 19,
-        "successRate": 0.152,
+        "successRate": 0.1508,
-        "total": 125,
+        "total": 126,
-        "unresolvedFailureCount": 52
+        "unresolvedFailureCount": 53
       },
       "vllm_fix_tokenizer": {
         "attributableFailureCount": 179,
@@ -5822,7 +5820,7 @@
         "unresolvedFailureCount": 304
       }
     },
-    "generatedAt": "2026-10-08T11:26:46.391892+00:00",
+    "generatedAt": "2026-10-08T11:35:31.590566+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 124,
@@ -5992,7 +5990,7 @@
         "decisionSuccessRate": 0.1629,
         "decisionTotal": 921,
         "failureBreakdown": {
-          "ambiguous_runtime": 665,
+          "ambiguous_runtime": 666,
           "architecture_compatibility": 15,
           "backend_operator": 12,
           "context_length": 29,
@@ -6007,15 +6005,15 @@
           "日志缺失": 155,
           "验证失败": 30
         },
-        "failureCount": 1981,
+        "failureCount": 1982,
         "failureRate": 0.9296,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 21,
         "successCount": 150,
         "successRate": 0.0704,
-        "total": 2131,
+        "total": 2132,
-        "unresolvedFailureCount": 1189
+        "unresolvedFailureCount": 1190
       },
       "Iluvatar_mrv-100": {
         "attributableFailureCount": 989,
@@ -16576,6 +16574,29 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|sse_swa_moba|none": {
+        "attributableFailureCount": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 0,
+        "failureBreakdown": {
+          "ambiguous_runtime": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "vllm_0_17_0_corex_4_4_0",
+        "modelType": "sse_swa_moba",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "none",
+        "successCount": 0,
+        "successRate": 0.0,
+        "targetGpu": "Iluvatar_bi-150",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 1
+      },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|starcoder2|compressed-tensors": {
         "attributableFailureCount": 1,
         "decisionFailureRate": 1.0,
@@ -25903,18 +25924,18 @@
         "unresolvedFailureCount": 16
       },
       "Ascend_910-b4|vllm_tokenizer_patch|text-generation": {
-        "attributableFailureCount": 3,
+        "attributableFailureCount": 2,
-        "consecutiveFailures": 3,
+        "consecutiveFailures": 2,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 3,
+        "decisionTotal": 2,
         "failureBreakdown": {
           "ambiguous_runtime": 1,
-          "framework_architecture_unsupported": 3,
+          "framework_architecture_unsupported": 2,
           "参数/模板问题": 13
         },
-        "failureCount": 17,
+        "failureCount": 16,
         "failureRate": 1.0,
         "framework": "vllm_tokenizer_patch",
         "lastPlatformFailureAt": null,
@@ -25926,7 +25947,7 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
-        "total": 17,
+        "total": 16,
         "unresolvedFailureCount": 14
       },
       "Biren_166m|vllm_fix_tokenizer|text-generation": {
@@ -26108,14 +26129,15 @@
         "unresolvedFailureCount": 19
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation": {
-        "attributableFailureCount": 2,
+        "attributableFailureCount": 1,
-        "consecutiveFailures": 2,
+        "consecutiveFailures": 1,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 2,
+        "decisionTotal": 1,
         "failureBreakdown": {
-          "framework_architecture_unsupported": 2,
+          "ambiguous_runtime": 1,
+          "framework_architecture_unsupported": 1,
           "参数/模板问题": 18
         },
         "failureCount": 20,
@@ -26131,7 +26153,7 @@
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
         "total": 20,
-        "unresolvedFailureCount": 18
+        "unresolvedFailureCount": 19
       },
       "Iluvatar_bi-150|vllm_fix_tokenizer|text-generation": {
         "attributableFailureCount": 0,
@@ -26617,15 +26639,15 @@
         "unresolvedFailureCount": 1
       },
       "Ascend_910-b4|vllm_tokenizer_patch|text-generation|mini_k3|none": {
-        "attributableFailureCount": 3,
+        "attributableFailureCount": 2,
-        "consecutiveFailures": 3,
+        "consecutiveFailures": 2,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 3,
+        "decisionTotal": 2,
         "failureBreakdown": {
-          "framework_architecture_unsupported": 3
+          "framework_architecture_unsupported": 2
         },
-        "failureCount": 3,
+        "failureCount": 2,
         "failureRate": 1.0,
         "framework": "vllm_tokenizer_patch",
         "lastTerminalAt": "2026-10-07T17:46:09.953381+00:00",
@@ -26638,7 +26660,7 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b4",
         "taskType": "text-generation",
-        "total": 3,
+        "total": 2,
         "unresolvedFailureCount": 0
       },
       "Biren_166m|vllm_fix_tokenizer|text-generation|gpt_oss|none": {
@@ -26941,6 +26963,31 @@
         "total": 6,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|sse_swa_moba|none": {
+        "attributableFailureCount": 0,
+        "consecutiveFailures": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 0,
+        "failureBreakdown": {
+          "ambiguous_runtime": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "vllm_0_17_0_corex_4_4_0",
+        "lastTerminalAt": "2026-10-08T11:35:31.353790+00:00",
+        "modelType": "sse_swa_moba",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "none",
+        "successCount": 0,
+        "successRate": 0.0,
+        "targetGpu": "Iluvatar_bi-150",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 1
+      },
       "Iluvatar_bi-150|vllm_fix_tokenizer|text-generation|mini_k3|none": {
         "attributableFailureCount": 0,
         "consecutiveFailures": 0,
@@ -43378,6 +43425,30 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|sse_swa_moba|none|33": {
+        "attributableFailureCount": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 0,
+        "failureBreakdown": {
+          "ambiguous_runtime": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "vllm_0_17_0_corex_4_4_0",
+        "loadSizeLog2Bucket": 33,
+        "modelType": "sse_swa_moba",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "none",
+        "successCount": 0,
+        "successRate": 0.0,
+        "targetGpu": "Iluvatar_bi-150",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 1
+      },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|starcoder2|compressed-tensors|33": {
         "attributableFailureCount": 1,
         "decisionFailureRate": 1.0,
@@ -57323,15 +57394,15 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 17627,
+    "terminalRecords": 17628,
-    "totalRecords": 18114,
+    "totalRecords": 18115,
     "totals": {
       "attributableFailureCount": 6294,
       "decisionFailureRate": 0.8654,
       "decisionSuccessRate": 0.1346,
       "decisionTotal": 7273,
       "failureBreakdown": {
-        "ambiguous_runtime": 4595,
+        "ambiguous_runtime": 4596,
         "architecture_compatibility": 212,
         "attention_backend": 3,
         "backend_operator": 130,
@@ -57347,15 +57418,15 @@
         "日志缺失": 719,
         "验证失败": 676
       },
-      "failureCount": 16648,
+      "failureCount": 16649,
       "failureRate": 0.9445,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 955,
       "successCount": 979,
       "successRate": 0.0555,
-      "total": 17627,
+      "total": 17628,
-      "unresolvedFailureCount": 9399
+      "unresolvedFailureCount": 9400
     },
     "warnings": [
       "GPU Kunlunxin_p-800 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -57364,13 +57435,13 @@
       "GPU Iluvatar_bi-150 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 hygon_k100-ai 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。",
       "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 Cambricon_mlu-370-x8 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 Vastai_va16 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 Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。",
       "组合 Sunrise_pt-200-x1|vllm|visual-multi-modal 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。",
@@ -57417,6 +57488,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 18114,
+  "summarizedRecords": 18115,
   "version": 1
 }

.modelhub_state/recent_outcomes.jsonl

@@ -169,6 +169,7 @@
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-22T10:15:00.769013+00:00", "modelId": "mlx-community/XYZ-Aquila-mini-OptiQ-4bit", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-22T10:13:22+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4986624", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-22T10:15:00.769028+00:00", "modelId": "primitive-ai/Nex-N2.5-mini-NVFP4", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-22T10:13:22+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4986039", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-22T10:15:00.769035+00:00", "modelId": "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-22T10:13:22+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4979107", "taskType": "text-generation", "verifyResult": null}
+{"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_0_17_0_corex_4_4_0", "lastSyncTime": "2026-10-08T11:35:31.353790+00:00", "modelId": "Panyuqi/SpikingBrain-2.0-base-8k", "modelProfile": {"architectures": ["SSESWAMoBAForCausalLM"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 11110611058, "estimatedRequiredGiB": 12.435, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "sse_swa_moba", "modelscopeFileSize": 11126702266, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": null, "modelscopeTags": ["license:Apache License 2.0", "model_type:sse_swa_moba", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 11126702266}, "outcome": "failed", "status": "success", "submitTime": "2026-09-22T06:15:24.089191+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5013573", "taskType": "text-generation", "verifyResult": -1}
 {"failReason": "参数/模板问题", "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-10-08T06:08:00.557099+00:00", "modelId": "nkkbr/Mini-K3-1H-mamba2-n64-g4-v1_B", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-22T05:54:51.552227+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5013340", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-10-08T06:08:00.557020+00:00", "modelId": "nkkbr/Mini-K3-1H-decay-g4-v2_B", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-22T05:54:51.550868+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5013339", "taskType": "text-generation", "verifyResult": null}
 {"failReason": "参数/模板问题", "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-10-08T06:08:00.557144+00:00", "modelId": "nkkbr/Mini-K3-1H-decay-g8-v2_C", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-22T05:36:08.409002+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5013035", "taskType": "text-generation", "verifyResult": null}
@@ -297,4 +298,3 @@
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manifest.json

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outcomes/submissions.jsonl

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