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"2026-09-15T08:33:28.602682+00:00" + "updatedAt": "2026-09-15T08:36:41.801571+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:28.486568+00:00" + "updatedAt": "2026-09-15T08:36:41.678871+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6021,7 +6021,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:28.645358+00:00" + "updatedAt": "2026-09-15T08:36:41.833108+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b3": { "taskTypes": [ @@ -6029,7 +6029,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:28.203897+00:00" + "updatedAt": "2026-09-15T08:36:41.556948+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b4": { "taskTypes": [ @@ -6037,7 +6037,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:28.148157+00:00" + "updatedAt": "2026-09-15T08:36:41.514299+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6046,14 +6046,14 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:28.263803+00:00" + "updatedAt": "2026-09-15T08:36:41.606598+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:28.103921+00:00" + "updatedAt": "2026-09-15T08:36:41.458639+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6061,7 +6061,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:28.313611+00:00" + "updatedAt": "2026-09-15T08:36:41.653442+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": { "taskTypes": [ @@ -6069,7 +6069,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:40.193954+00:00" + "updatedAt": "2026-09-15T08:36:49.797380+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -6077,7 +6077,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:40.113309+00:00" + "updatedAt": "2026-09-15T08:36:49.738042+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Cambricon_mlu-370-x4": { "taskTypes": [ @@ -6085,7 +6085,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:40.277361+00:00" + "updatedAt": "2026-09-15T08:36:49.959695+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6094,14 +6094,14 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:40.228175+00:00" + "updatedAt": "2026-09-15T08:36:49.844738+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:40.065248+00:00" + "updatedAt": "2026-09-15T08:36:49.679562+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6109,7 +6109,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T08:33:40.345083+00:00" + "updatedAt": "2026-09-15T08:36:49.897579+00:00" } }, "taskTree": [ @@ -6780,6 +6780,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-15T08:31:41.122445+00:00", + "taskTreeUpdatedAt": "2026-09-15T08:35:09.286296+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index af2fb65b4..51611c3bb 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-15T06:27:28.925726+00:00", - "lastSyncTime": "2026-09-15T06:27:28.885169+00:00", + "generatedAt": "2026-09-15T08:35:01.513704+00:00", + "lastSyncTime": "2026-09-15T08:35:00.090935+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1750,13 +1750,13 @@ "decisionSuccessRate": 0.0, "decisionTotal": 52, "failureBreakdown": { - "ambiguous_runtime": 38, + "ambiguous_runtime": 39, "framework_architecture_unsupported": 48, "memory_capacity": 1, "repository_structure": 1, "tokenizer_compatibility": 2 }, - "failureCount": 90, + "failureCount": 91, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -1766,8 +1766,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 90, - "unresolvedFailureCount": 38 + "total": 91, + "unresolvedFailureCount": 39 }, "Biren_166m|unknown|text-generation": { "attributableFailureCount": 32, @@ -2637,7 +2637,7 @@ "decisionSuccessRate": 0.0174, "decisionTotal": 344, "failureBreakdown": { - "ambiguous_runtime": 217, + "ambiguous_runtime": 218, "backend_operator": 34, "framework_architecture_unsupported": 249, "memory_capacity": 7, @@ -2648,15 +2648,15 @@ "tokenizer_compatibility": 7, "参数/模板问题": 30 }, - "failureCount": 587, + "failureCount": 588, "failureRate": 0.9899, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 6, "successRate": 0.0101, - "total": 593, - "unresolvedFailureCount": 247 + "total": 594, + "unresolvedFailureCount": 248 }, "vllm-mlu": { "attributableFailureCount": 8, @@ -2764,7 +2764,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-15T06:27:28.920746+00:00", + "generatedAt": "2026-09-15T08:35:01.508593+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 40, @@ -2795,7 +2795,7 @@ "decisionSuccessRate": 0.0364, "decisionTotal": 55, "failureBreakdown": { - "ambiguous_runtime": 39, + "ambiguous_runtime": 40, "framework_architecture_unsupported": 48, "memory_capacity": 1, "model_load": 1, @@ -2804,15 +2804,15 @@ "参数/模板问题": 12, "验证失败": 175 }, - "failureCount": 279, + "failureCount": 280, "failureRate": 0.9929, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, "successRate": 0.0071, - "total": 281, - "unresolvedFailureCount": 226 + "total": 282, + "unresolvedFailureCount": 227 }, "Biren_166m": { "attributableFailureCount": 39, @@ -5512,21 +5512,21 @@ "unresolvedFailureCount": 1 }, "Ascend_910-b4|vllm|text-generation": { - "attributableFailureCount": 15, - "consecutiveFailures": 15, + "attributableFailureCount": 14, + "consecutiveFailures": 14, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 15, + "decisionTotal": 14, "failureBreakdown": { - "ambiguous_runtime": 5, - "framework_architecture_unsupported": 15 + "ambiguous_runtime": 6, + "framework_architecture_unsupported": 14 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-15T06:05:16.606079+00:00", + "lastTerminalAt": "2026-09-15T08:35:00.090935+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -5535,7 +5535,7 @@ "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 5 + "unresolvedFailureCount": 6 }, "Biren_166m|unknown|text-generation": { "attributableFailureCount": 8, @@ -9369,15 +9369,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1907, - "totalRecords": 2001, + "terminalRecords": 1908, + "totalRecords": 2002, "totals": { "attributableFailureCount": 587, "decisionFailureRate": 0.8989, "decisionSuccessRate": 0.1011, "decisionTotal": 653, "failureBreakdown": { - "ambiguous_runtime": 458, + "ambiguous_runtime": 459, "backend_operator": 44, "framework_architecture_unsupported": 381, "memory_capacity": 12, @@ -9389,15 +9389,15 @@ "参数/模板问题": 116, "验证失败": 673 }, - "failureCount": 1841, + "failureCount": 1842, "failureRate": 0.9654, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 7, "successCount": 66, "successRate": 0.0346, - "total": 1907, - "unresolvedFailureCount": 1247 + "total": 1908, + "unresolvedFailureCount": 1248 }, "warnings": [ "GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。", @@ -9435,6 +9435,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 2001, + "summarizedRecords": 2002, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index f2a323c7d..f7ed695b0 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.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": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-15T08:35:00.090935+00:00", "modelId": "solidrust/Llama-3-8B-Instruct-v0.4-AWQ", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T08:31:22+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4593061", "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": ["nemotron_h"], "framework": "vllm", "lastSyncTime": "2026-09-15T06:27:13.910681+00:00", "modelId": "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T06:23:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4544266", "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": "2026-09-15T06:27:13.910666+00:00", "modelId": "douyamv/Qwen3.8-27B-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T06:19:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4609095", "taskType": "text-generation", "verifyResult": -1} {"failReason": "platform_infrastructure", "failureAction": "open_short_gpu_framework_circuit_and_retry_other_models", "failureCategory": "platform_infrastructure", "failureClassificationReason": "no_idle_device", "failureCode": "MODEL_NOT_SUPPORTED", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_moe"], "framework": "vllm", "lastSyncTime": "2026-09-15T06:16:21.605532+00:00", "modelId": "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T06:15:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4490279", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "quantization_error", "failureCode": "QUANTIZATION_ERROR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T06:11:26.144180+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:05:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610355", "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": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T06:03:48.106911+00:00", "modelId": "nm-testing/tinyllama-oneshot-w8a16-per-channel", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T05:59:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471974", "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": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T06:03:48.106939+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-ACTORDER-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T05:57:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4493605", "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": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T05:56:10.303668+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T05:55:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477782", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index 54b7fa3c1..310c08381 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -75,84 +75,162 @@ {"accountKey": "efca47eed826bada0502", "gpuType": "MetaX_c-500", "modelId": "QuantTrio/Kimi-Dev-72B-GPTQ-Int4", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4079164", "updateTime": 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