diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 0a5222cd8..21ff64b55 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1307,7 +1307,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-11T07:23:29.364250+00:00", + "generatedAt": "2026-09-11T07:26:38.001259+00:00", "summary": { "activeBlockCount": 66, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index e825d0355..e464806a0 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -59,7 +59,7 @@ "5": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 399, + "listingErrors": 400, "nextPage": 1, "recordsScanned": 0, "uniqueRecords": 0 @@ -102,12 +102,12 @@ "cutoffAt": 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"https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5819,7 +5819,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-11T07:23:13.185536+00:00" + "updatedAt": "2026-09-11T07:26:19.977644+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -5827,7 +5827,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-11T07:23:13.351568+00:00" + "updatedAt": "2026-09-11T07:26:20.150523+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -5836,7 +5836,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-11T07:23:13.281749+00:00" + "updatedAt": "2026-09-11T07:26:20.038637+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|MetaX_c-500": { "taskTypes": [ @@ -5844,13 +5844,13 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-11T07:23:13.310740+00:00" + "updatedAt": "2026-09-11T07:26:20.065865+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-11T07:23:13.252308+00:00" + "updatedAt": "2026-09-11T07:26:20.010740+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5858,7 +5858,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-11T07:23:13.151491+00:00" + "updatedAt": "2026-09-11T07:26:19.939249+00:00" } }, "taskTree": [ @@ -6529,6 +6529,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-11T07:21:42.533306+00:00", + "taskTreeUpdatedAt": "2026-09-11T07:24:40.292193+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 4d3965e16..b728fdad6 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-11T07:05:27.225930+00:00", - "lastSyncTime": "2026-09-11T07:05:27.006934+00:00", + "generatedAt": "2026-09-11T07:24:30.424566+00:00", + "lastSyncTime": "2026-09-11T07:24:30.143494+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1787,30 +1787,30 @@ "unresolvedFailureCount": 7 }, "Iluvatar_mrv-100|unknown|text-generation": { - "attributableFailureCount": 79, - "decisionFailureRate": 0.8876, - "decisionSuccessRate": 0.1124, - "decisionTotal": 89, + "attributableFailureCount": 80, + "decisionFailureRate": 0.8889, + "decisionSuccessRate": 0.1111, + "decisionTotal": 90, "failureBreakdown": { "ambiguous_runtime": 18, "framework_architecture_unsupported": 48, "memory_capacity": 1, - "model_load": 30, + "model_load": 31, "platform_infrastructure": 1, "参数/模板问题": 2, "验证失败": 47 }, - "failureCount": 147, - "failureRate": 0.9363, + "failureCount": 148, + "failureRate": 0.9367, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 10, - "successRate": 0.0637, + "successRate": 0.0633, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", - "total": 157, + "total": 158, "unresolvedFailureCount": 67 }, "Kunlunxin_p-800|unknown|text-generation": { @@ -2288,29 +2288,29 @@ "unresolvedFailureCount": 5 }, "unknown": { - "attributableFailureCount": 133, - "decisionFailureRate": 0.7348, - "decisionSuccessRate": 0.2652, - "decisionTotal": 181, + "attributableFailureCount": 134, + "decisionFailureRate": 0.7363, + "decisionSuccessRate": 0.2637, + "decisionTotal": 182, "failureBreakdown": { "ambiguous_runtime": 128, "backend_operator": 4, "framework_architecture_unsupported": 89, "memory_capacity": 5, - "model_load": 32, + "model_load": 33, "platform_infrastructure": 1, "tokenizer_compatibility": 3, "参数/模板问题": 56, "验证失败": 673 }, - "failureCount": 991, + "failureCount": 992, "failureRate": 0.9538, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 48, "successRate": 0.0462, - "total": 1039, + "total": 1040, "unresolvedFailureCount": 857 }, "vllm": { @@ -2441,7 +2441,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-11T07:05:27.222026+00:00", + "generatedAt": "2026-09-11T07:24:30.420386+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2604,27 +2604,27 @@ "unresolvedFailureCount": 43 }, "Iluvatar_mrv-100": { - "attributableFailureCount": 79, - "decisionFailureRate": 0.8876, - "decisionSuccessRate": 0.1124, - "decisionTotal": 89, + "attributableFailureCount": 80, + "decisionFailureRate": 0.8889, + "decisionSuccessRate": 0.1111, + "decisionTotal": 90, "failureBreakdown": { "ambiguous_runtime": 18, "framework_architecture_unsupported": 48, "memory_capacity": 1, - "model_load": 30, + "model_load": 31, "platform_infrastructure": 1, "参数/模板问题": 2, "验证失败": 47 }, - "failureCount": 147, - "failureRate": 0.9363, + "failureCount": 148, + "failureRate": 0.9367, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 10, - "successRate": 0.0637, - "total": 157, + "successRate": 0.0633, + "total": 158, "unresolvedFailureCount": 67 }, "Kunlunxin_p-800": { @@ -4182,31 +4182,6 @@ "total": 15, "unresolvedFailureCount": 14 }, - "Cambricon_mlu-370-x8|vllm|text-generation": { - "attributableFailureCount": 0, - "consecutiveFailures": 0, - "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.0, - "decisionSuccessRate": 0.0, - "decisionTotal": 0, - "failureBreakdown": { - "参数/模板问题": 1 - }, - "failureCount": 1, - "failureRate": 1.0, - "framework": "vllm", - "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-08T23:42:27.831495+00:00", - "pendingCount": 0, - "pendingRate": 0.0, - "platformFailureCount": 0, - "successCount": 0, - "successRate": 0.0, - "targetGpu": "Cambricon_mlu-370-x8", - "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 1 - }, "Iluvatar_bi-100|transformers|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, @@ -4261,22 +4236,22 @@ }, "Iluvatar_mrv-100|unknown|text-generation": { "attributableFailureCount": 17, - "consecutiveFailures": 12, + "consecutiveFailures": 13, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.9444, "decisionSuccessRate": 0.0556, "decisionTotal": 18, "failureBreakdown": { "ambiguous_runtime": 1, - "framework_architecture_unsupported": 7, - "model_load": 10, + "framework_architecture_unsupported": 6, + "model_load": 11, "platform_infrastructure": 1 }, "failureCount": 19, "failureRate": 0.95, "framework": "unknown", "lastPlatformFailureAt": "2026-09-10T18:33:21+00:00", - "lastTerminalAt": "2026-09-11T07:05:27.006934+00:00", + "lastTerminalAt": "2026-09-11T07:24:30.143494+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, @@ -6936,19 +6911,19 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1647, - "totalRecords": 1734, + "terminalRecords": 1648, + "totalRecords": 1735, "totals": { - "attributableFailureCount": 428, - "decisionFailureRate": 0.8898, - "decisionSuccessRate": 0.1102, - "decisionTotal": 481, + "attributableFailureCount": 429, + "decisionFailureRate": 0.89, + "decisionSuccessRate": 0.11, + "decisionTotal": 482, "failureBreakdown": { "ambiguous_runtime": 391, "backend_operator": 40, "framework_architecture_unsupported": 273, "memory_capacity": 11, - "model_load": 54, + "model_load": 55, "platform_infrastructure": 4, "repository_structure": 5, "runtime_memory": 6, @@ -6956,31 +6931,30 @@ "参数/模板问题": 98, "验证失败": 673 }, - "failureCount": 1594, + "failureCount": 1595, "failureRate": 0.9678, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, "successCount": 53, "successRate": 0.0322, - "total": 1647, + "total": 1648, "unresolvedFailureCount": 1162 }, "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 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。", + "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 Cambricon_mlu-370-x4 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。", @@ -6995,10 +6969,11 @@ "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": 1734, + "summarizedRecords": 1735, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index fcb5130cb..c87e9b6c9 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,4 @@ +{"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} {"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": "2026-09-11T07:05:27.006934+00:00", "modelId": "RedHatAI/SmolLM-1.7B-Instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T06:57:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523318", "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": "2026-09-11T05:08:00.009961+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T05:05:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477832", "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": "2026-09-11T03:33:48.898214+00:00", "modelId": "RedHatAI/starcoder2-15b-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T03:29:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497066", "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": "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} {"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": ["qwen3_5_moe"], "framework": "", "lastSyncTime": "2026-09-08T07:47:20.009326+00:00", "modelId": "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T07:39:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4478473", "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, 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