diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 66d1acbf..826b87f9 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1307,7 +1307,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-10T23:35:15.739208+00:00", + "generatedAt": "2026-09-10T23:37:53.173232+00:00", "summary": { "activeBlockCount": 66, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index f553802c..2c08076f 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -83,7 +83,7 @@ "8": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 385, + "listingErrors": 386, "nextPage": 1, "recordsScanned": 0, "uniqueRecords": 0 @@ -102,12 +102,12 @@ "cutoffAt": 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a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-10T23:33:35.592111+00:00", + "catalogUpdatedAt": "2026-09-10T23:36:25.849467+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-10T23:35:15.299508+00:00", + "generatedAt": "2026-09-10T23:37:52.672846+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -155,7 +155,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:34:49.049845+00:00" + "updatedAt": "2026-09-10T23:37:21.894606+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b3": { "taskTypes": [ @@ -163,7 +163,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:34:59.585309+00:00" + "updatedAt": "2026-09-10T23:37:34.514105+00:00" }, 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@@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:34:57.703306+00:00" + "updatedAt": "2026-09-10T23:37:31.919177+00:00" }, "https://modelscope.cn/models/jingfeng0813/Qwen3-32B_nas_bank|2026-08-15T13:19:35+00:00|Ascend_910-b3": { "taskTypes": [ @@ -4123,7 +4123,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:34:58.537566+00:00" + "updatedAt": "2026-09-10T23:37:33.321342+00:00" }, "https://modelscope.cn/models/jingfeng0813/Qwen3-8B_nas_bank|2026-08-10T11:38:33+00:00|Ascend_910-b3": { "taskTypes": [ @@ -4131,7 +4131,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:35:09.623059+00:00" + "updatedAt": "2026-09-10T23:37:47.184490+00:00" }, "https://modelscope.cn/models/jingfeng0813/Qwen3-8B_nas_bank|2026-08-10T11:38:33+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -4139,7 +4139,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": 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"https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Sunrise_pt-200-x1": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T23:34:55.065733+00:00" + "updatedAt": "2026-09-10T23:37:29.008613+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5811,7 +5811,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:34:54.980233+00:00" + "updatedAt": "2026-09-10T23:37:28.952071+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5819,7 +5819,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:34:54.949158+00:00" + "updatedAt": "2026-09-10T23:37:28.733083+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5827,7 +5827,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:34:54.862524+00:00" + "updatedAt": "2026-09-10T23:37:28.648647+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -5836,13 +5836,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:34:54.993732+00:00" + "updatedAt": "2026-09-10T23:37:28.766542+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Sunrise_pt-200-x1": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T23:34:54.910551+00:00" + "updatedAt": "2026-09-10T23:37:28.678658+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5850,7 +5850,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:34:54.814569+00:00" + "updatedAt": "2026-09-10T23:37:28.612716+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5858,7 +5858,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:35:00.224853+00:00" + "updatedAt": "2026-09-10T23:37:35.248752+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5866,7 +5866,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:35:00.142992+00:00" + "updatedAt": "2026-09-10T23:37:35.189004+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": [ @@ -5874,7 +5874,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:35:00.338321+00:00" + "updatedAt": "2026-09-10T23:37:35.306028+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -5883,13 +5883,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:35:00.305188+00:00" + "updatedAt": "2026-09-10T23:37:35.277361+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Sunrise_pt-200-x1": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T23:35:00.175519+00:00" + "updatedAt": "2026-09-10T23:37:35.220168+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5897,7 +5897,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T23:35:00.109528+00:00" + "updatedAt": "2026-09-10T23:37:35.159979+00:00" } }, "taskTree": [ @@ -6568,6 +6568,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-10T23:33:35.592111+00:00", + "taskTreeUpdatedAt": "2026-09-10T23:36:25.849467+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 0ec39e42..02058471 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-10T23:11:46.333230+00:00", - "lastSyncTime": "2026-09-10T23:11:46.109095+00:00", + "generatedAt": "2026-09-10T23:36:16.667820+00:00", + "lastSyncTime": "2026-09-10T23:36:16.447910+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1541,24 +1541,24 @@ "decisionSuccessRate": 0.0909, "decisionTotal": 22, "failureBreakdown": { - "ambiguous_runtime": 29, + "ambiguous_runtime": 31, "framework_architecture_unsupported": 18, "memory_capacity": 1, "tokenizer_compatibility": 1, "验证失败": 39 }, - "failureCount": 88, - "failureRate": 0.9778, + "failureCount": 90, + "failureRate": 0.9783, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, - "successRate": 0.0222, + "successRate": 0.0217, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", - "total": 90, - "unresolvedFailureCount": 68 + "total": 92, + "unresolvedFailureCount": 70 }, "Cambricon_mlu-370-x8|unknown|text-generation": { "attributableFailureCount": 7, @@ -2293,7 +2293,7 @@ "decisionSuccessRate": 0.2667, "decisionTotal": 180, "failureBreakdown": { - "ambiguous_runtime": 124, + "ambiguous_runtime": 126, "backend_operator": 4, "framework_architecture_unsupported": 89, "memory_capacity": 5, @@ -2303,15 +2303,15 @@ "参数/模板问题": 56, "验证失败": 673 }, - "failureCount": 986, - "failureRate": 0.9536, + "failureCount": 988, + "failureRate": 0.9537, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 48, - "successRate": 0.0464, - "total": 1034, - "unresolvedFailureCount": 853 + "successRate": 0.0463, + "total": 1036, + "unresolvedFailureCount": 855 }, "vllm": { "attributableFailureCount": 240, @@ -2441,7 +2441,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T23:11:46.328987+00:00", + "generatedAt": "2026-09-10T23:36:16.662981+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2521,21 +2521,21 @@ "decisionSuccessRate": 0.0909, "decisionTotal": 22, "failureBreakdown": { - "ambiguous_runtime": 29, + "ambiguous_runtime": 31, "framework_architecture_unsupported": 18, "memory_capacity": 1, "tokenizer_compatibility": 1, "验证失败": 39 }, - "failureCount": 88, - "failureRate": 0.9778, + "failureCount": 90, + "failureRate": 0.9783, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, - "successRate": 0.0222, - "total": 90, - "unresolvedFailureCount": 68 + "successRate": 0.0217, + "total": 92, + "unresolvedFailureCount": 70 }, "Cambricon_mlu-370-x8": { "attributableFailureCount": 17, @@ -4138,15 +4138,15 @@ "decisionSuccessRate": 0.0, "decisionTotal": 2, "failureBreakdown": { - "ambiguous_runtime": 16, + "ambiguous_runtime": 18, "framework_architecture_unsupported": 1, "tokenizer_compatibility": 1 }, - "failureCount": 18, + "failureCount": 20, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T17:40:38.407692+00:00", + "lastTerminalAt": "2026-09-10T23:36:16.447910+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4154,8 +4154,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", - "total": 18, - "unresolvedFailureCount": 16 + "total": 20, + "unresolvedFailureCount": 18 }, "Cambricon_mlu-370-x8|unknown|text-generation": { "attributableFailureCount": 1, @@ -4192,9 +4192,9 @@ "decisionTotal": 2, "failureBreakdown": { "framework_architecture_unsupported": 2, - "参数/模板问题": 7 + "参数/模板问题": 5 }, - "failureCount": 9, + "failureCount": 7, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -4206,8 +4206,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 9, - "unresolvedFailureCount": 7 + "total": 7, + "unresolvedFailureCount": 5 }, "Iluvatar_bi-100|transformers|text-generation": { "attributableFailureCount": 0, @@ -6988,15 +6988,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1639, - "totalRecords": 1726, + "terminalRecords": 1641, + "totalRecords": 1728, "totals": { "attributableFailureCount": 427, "decisionFailureRate": 0.8896, "decisionSuccessRate": 0.1104, "decisionTotal": 480, "failureBreakdown": { - "ambiguous_runtime": 384, + "ambiguous_runtime": 386, "backend_operator": 40, "framework_architecture_unsupported": 273, "memory_capacity": 11, @@ -7008,30 +7008,31 @@ "参数/模板问题": 98, "验证失败": 673 }, - "failureCount": 1586, + "failureCount": 1588, "failureRate": 0.9677, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, "successCount": 53, "successRate": 0.0323, - "total": 1639, - "unresolvedFailureCount": 1155 + "total": 1641, + "unresolvedFailureCount": 1157 }, "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 Iluvatar_bi-150 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 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 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。", "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。", @@ -7046,11 +7047,10 @@ "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": 1726, + "summarizedRecords": 1728, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 75e067b7..8deecaff 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,5 @@ +{"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": "2026-09-10T23:36:16.447910+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4-Group128-A16-Test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T23:33:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497061", "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": "2026-09-10T23:36:16.447873+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T23:29:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497074", "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": "2026-09-10T23:11:46.109095+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T23:11:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523218", "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": "2026-09-10T22:39:21.821546+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T22:33:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4532025", "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": "2026-09-10T22:32:18.404515+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-ACTORDER-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T22:25:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4583642", "taskType": "text-generation", "verifyResult": -1} @@ -296,5 +298,3 @@ {"failReason": "参数/模板问题", "framework": "vllm", "lastSyncTime": "2026-09-08T23:42:27.831411+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed-FP16", "modelProfile": {}, "outcome": "failed", "status": "failed", 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