state: generation 10972 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -2348,7 +2348,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-20T23:01:15.981928+00:00",
+  "generatedAt": "2026-09-20T23:05:08.730588+00:00",
   "summary": {
     "activeBlockCount": 115,
     "byGpuFramework": {

.modelhub_state/market_intelligence.json

@@ -425,7 +425,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-20T23:04:07.157904+00:00",
+  "generatedAt": "2026-09-20T23:05:15.382451+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/official_capabilities.json

@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-20T23:04:07.157904+00:00",
+  "catalogUpdatedAt": "2026-09-20T23:05:15.382451+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-20T23:04:07.157904+00:00",
+  "generatedAt": "2026-09-20T23:05:15.382451+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6454,6 +6454,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-09-20T23:04:07.157904+00:00",
+  "taskTreeUpdatedAt": "2026-09-20T23:05:15.382451+00:00",
   "version": 1
 }

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-20T22:57:50.116179+00:00",
+  "generatedAt": "2026-09-20T23:05:08.668302+00:00",
-  "lastSyncTime": "2026-09-20T22:57:49.771972+00:00",
+  "lastSyncTime": "2026-09-20T23:05:08.270726+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -3308,13 +3308,13 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 21,
         "failureBreakdown": {
-          "ambiguous_runtime": 8,
+          "ambiguous_runtime": 9,
           "framework_architecture_unsupported": 6,
           "memory_capacity": 5,
           "model_load": 2,
           "tokenizer_compatibility": 8
         },
-        "failureCount": 29,
+        "failureCount": 30,
         "failureRate": 1.0,
         "framework": "transformers",
         "pendingCount": 0,
@@ -3324,8 +3324,8 @@
         "successRate": 0.0,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 29,
+        "total": 30,
-        "unresolvedFailureCount": 8
+        "unresolvedFailureCount": 9
       },
       "Iluvatar_bi-150|unknown|asr": {
         "attributableFailureCount": 0,
@@ -4890,21 +4890,21 @@
         "decisionSuccessRate": 0.0,
         "decisionTotal": 22,
         "failureBreakdown": {
-          "ambiguous_runtime": 43,
+          "ambiguous_runtime": 44,
           "framework_architecture_unsupported": 7,
           "memory_capacity": 5,
           "model_load": 2,
           "tokenizer_compatibility": 8
         },
-        "failureCount": 65,
+        "failureCount": 66,
         "failureRate": 1.0,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
         "successCount": 0,
         "successRate": 0.0,
-        "total": 65,
+        "total": 66,
-        "unresolvedFailureCount": 43
+        "unresolvedFailureCount": 44
       },
       "unknown": {
         "attributableFailureCount": 1857,
@@ -5102,7 +5102,7 @@
         "unresolvedFailureCount": 38
       }
     },
-    "generatedAt": "2026-09-20T22:57:50.106858+00:00",
+    "generatedAt": "2026-09-20T23:05:08.659060+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 87,
@@ -5269,7 +5269,7 @@
         "decisionSuccessRate": 0.168,
         "decisionTotal": 887,
         "failureBreakdown": {
-          "ambiguous_runtime": 615,
+          "ambiguous_runtime": 616,
           "architecture_compatibility": 15,
           "backend_operator": 11,
           "context_length": 29,
@@ -5284,15 +5284,15 @@
           "日志缺失": 155,
           "验证失败": 30
         },
-        "failureCount": 1879,
+        "failureCount": 1880,
-        "failureRate": 0.9265,
+        "failureRate": 0.9266,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 21,
         "successCount": 149,
-        "successRate": 0.0735,
+        "successRate": 0.0734,
-        "total": 2028,
+        "total": 2029,
-        "unresolvedFailureCount": 1120
+        "unresolvedFailureCount": 1121
       },
       "Iluvatar_mrv-100": {
         "attributableFailureCount": 964,
@@ -8590,6 +8590,29 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|transformers|text-generation|plamo3|none": {
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+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 0,
+        "failureBreakdown": {
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+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "transformers",
+        "modelType": "plamo3",
+        "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|transformers|text-generation|qwen3_5_moe|modelopt": {
         "attributableFailureCount": 1,
         "decisionFailureRate": 1.0,
@@ -13266,18 +13289,18 @@
         "unresolvedFailureCount": 6
       },
       "Ascend_910-b3|vllm|text-generation": {
-        "attributableFailureCount": 10,
+        "attributableFailureCount": 9,
-        "consecutiveFailures": 10,
+        "consecutiveFailures": 9,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 10,
+        "decisionTotal": 9,
         "failureBreakdown": {
           "ambiguous_runtime": 5,
-          "framework_architecture_unsupported": 9,
+          "framework_architecture_unsupported": 8,
           "tokenizer_compatibility": 1
         },
-        "failureCount": 15,
+        "failureCount": 14,
         "failureRate": 1.0,
         "framework": "vllm",
         "lastPlatformFailureAt": null,
@@ -13289,7 +13312,7 @@
         "successRate": 0.0,
         "targetGpu": "Ascend_910-b3",
         "taskType": "text-generation",
-        "total": 15,
+        "total": 14,
         "unresolvedFailureCount": 5
       },
       "Ascend_910-b4|unknown|text-generation": {
@@ -13528,23 +13551,23 @@
         "unresolvedFailureCount": 6
       },
       "Iluvatar_bi-150|transformers|text-generation": {
-        "attributableFailureCount": 15,
+        "attributableFailureCount": 14,
-        "consecutiveFailures": 15,
+        "consecutiveFailures": 14,
         "consecutivePlatformFailures": 0,
         "decisionFailureRate": 1.0,
         "decisionSuccessRate": 0.0,
-        "decisionTotal": 15,
+        "decisionTotal": 14,
         "failureBreakdown": {
-          "ambiguous_runtime": 5,
+          "ambiguous_runtime": 6,
           "framework_architecture_unsupported": 5,
           "memory_capacity": 3,
-          "tokenizer_compatibility": 7
+          "tokenizer_compatibility": 6
         },
         "failureCount": 20,
         "failureRate": 1.0,
         "framework": "transformers",
         "lastPlatformFailureAt": null,
-        "lastTerminalAt": "2026-09-20T21:06:45.850266+00:00",
+        "lastTerminalAt": "2026-09-20T23:05:08.270726+00:00",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
@@ -13553,7 +13576,7 @@
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
         "total": 20,
-        "unresolvedFailureCount": 5
+        "unresolvedFailureCount": 6
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation": {
         "attributableFailureCount": 9,
@@ -15633,6 +15656,31 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|transformers|text-generation|plamo3|none": {
+        "attributableFailureCount": 0,
+        "consecutiveFailures": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 0,
+        "failureBreakdown": {
+          "ambiguous_runtime": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "transformers",
+        "lastTerminalAt": "2026-09-20T23:05:08.270726+00:00",
+        "modelType": "plamo3",
+        "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|transformers|text-generation|qwen3_5_moe|modelopt": {
         "attributableFailureCount": 1,
         "consecutiveFailures": 1,
@@ -21586,6 +21634,30 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|transformers|text-generation|plamo3|none|33": {
+        "attributableFailureCount": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 0.0,
+        "decisionTotal": 0,
+        "failureBreakdown": {
+          "ambiguous_runtime": 1
+        },
+        "failureCount": 1,
+        "failureRate": 1.0,
+        "framework": "transformers",
+        "loadSizeLog2Bucket": 33,
+        "modelType": "plamo3",
+        "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|transformers|text-generation|qwen3_5_moe|modelopt|34": {
         "attributableFailureCount": 1,
         "decisionFailureRate": 1.0,
@@ -28483,15 +28555,15 @@
         "unresolvedFailureCount": 1
       }
     },
-    "terminalRecords": 15994,
+    "terminalRecords": 15995,
-    "totalRecords": 16158,
+    "totalRecords": 16159,
     "totals": {
       "attributableFailureCount": 5817,
       "decisionFailureRate": 0.8619,
       "decisionSuccessRate": 0.1381,
       "decisionTotal": 6749,
       "failureBreakdown": {
-        "ambiguous_runtime": 3819,
+        "ambiguous_runtime": 3820,
         "architecture_compatibility": 212,
         "attention_backend": 1,
         "backend_operator": 102,
@@ -28507,15 +28579,15 @@
         "日志缺失": 719,
         "验证失败": 673
       },
-      "failureCount": 15062,
+      "failureCount": 15063,
       "failureRate": 0.9417,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 922,
       "successCount": 932,
       "successRate": 0.0583,
-      "total": 15994,
+      "total": 15995,
-      "unresolvedFailureCount": 8323
+      "unresolvedFailureCount": 8324
     },
     "warnings": [
       "GPU Iluvatar_bi-100 本地统计失败率偏高（≥50%），建议重点关注。",
@@ -28562,12 +28634,12 @@
       "组合 Cambricon_mlu-370-x4|unknown|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 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。",
       "组合 Iluvatar_bi-150|transformers|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 Cambricon_mlu-370-x8|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 Ascend_910-b3|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-b3|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。"
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 16158,
+  "summarizedRecords": 16159,
   "version": 1
 }

.modelhub_state/recent_outcomes.jsonl

@@ -15,6 +15,7 @@
 {"failReason": null, "framework": "", "lastSyncTime": "2026-09-20T13:34:22.859864+00:00", "modelId": "AI-ModelScope/granite-20b-code-instruct-8k", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-20T13:31:22+00:00", "targetGpu": "MetaX_c-500", "taskId": "4079142", "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", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm", "lastSyncTime": "2026-09-20T13:34:22.859810+00:00", "modelId": "KenDual3090tiNvlink/NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-W4A16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T13:31:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4079137", "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", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-09-20T21:06:45.850258+00:00", "modelId": "aisingapore/SEA-LION-v1-7B", "modelProfile": {"architectures": ["MPTForCausalLM"], "configFingerprint": "3b6ff6a21da290a9b1ca3ac432aa93c3d06a816b4b694cc9a45180f81f107aa5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 15003361968, "estimatedRequiredGiB": 16.773, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "mpt", "modelscopeFileSize": 15008115847, "modelscopeLicense": "mit", "modelscopeParams": 7501651968, "modelscopeTags": ["license:mit", "model_type:mpt", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 15008115847}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T12:55:19.835166+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4979183", "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": "transformers", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "transformers", "lastSyncTime": "2026-09-20T23:05:08.270726+00:00", "modelId": "pfnet/plamo-3-nict-8b-base", "modelProfile": {"architectures": ["Plamo3ForCausalLM"], "configFingerprint": "3086a71adcdca90005b4967eb30749c44cd82389aff8d599758e4b91675d40dc", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16182734928, "estimatedRequiredGiB": 18.09, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "plamo3", "modelscopeFileSize": 16186391993, "modelscopeLicense": "other", "modelscopeParams": 8091348992, "modelscopeTags": ["license:other", "model_type:plamo3", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16186391993}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T12:42:11.634279+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4979087", "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": "transformers", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "transformers", "lastSyncTime": "2026-09-20T21:06:45.850266+00:00", "modelId": "OpenBMB/MiniCPM5-2B-MLX", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "3086a71adcdca90005b4967eb30749c44cd82389aff8d599758e4b91675d40dc", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 1416035216, "estimatedRequiredGiB": 1.594, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 1426233716, "modelscopeLicense": "apache-2.0", "modelscopeParams": 393390080, "modelscopeTags": ["license:apache-2.0", "model_type:llama", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:minicpm", "custom_tag:minicpm5", "custom_tag:llama", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-calling", "custom_tag:on-device", "custom_tag:edge-ai"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1426233716}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T12:41:32.800701+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4979069", "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": "2026-09-20T12:21:49.901980+00:00", "modelId": "AI-ModelScope/granite-20b-code-base-8k", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-20T12:09:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4079967", "taskType": "text-generation", "verifyResult": -1}
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@@ -297,4 +298,3 @@
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manifest.json

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outcomes/submissions.jsonl

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