diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index f910d254b..0e0d2b30f 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1558,7 +1558,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-15T01:42:44.022251+00:00", + "generatedAt": "2026-09-15T01:45:47.853189+00:00", "summary": { "activeBlockCount": 77, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index d6aa6e92c..5cd1c163a 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -35,7 +35,7 @@ "2": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 542, + "listingErrors": 543, "nextPage": 1, "recordsScanned": 0, "uniqueRecords": 0 @@ -102,12 +102,12 @@ "cutoffAt": 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"frameworkError": null, "frameworkStats": { @@ -416,7 +416,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-15T01:41:06.877494+00:00", + "generatedAt": "2026-09-15T01:43:55.696791+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 90a799b09..b588238d8 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-15T01:41:06.877494+00:00", + "catalogUpdatedAt": "2026-09-15T01:43:55.696791+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-15T01:42:43.088299+00:00", + "generatedAt": "2026-09-15T01:45:47.018230+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -154,7 +154,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": 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+5889,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:27.564285+00:00" + "updatedAt": "2026-09-15T01:45:31.397391+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|MetaX_c-500": { "taskTypes": [ @@ -5897,14 +5897,14 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:27.730858+00:00" + "updatedAt": "2026-09-15T01:45:31.547847+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": "2026-09-15T01:42:27.599934+00:00" + "updatedAt": "2026-09-15T01:45:31.435457+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5912,7 +5912,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:27.695441+00:00" + "updatedAt": "2026-09-15T01:45:31.509491+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5920,7 +5920,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:27.564465+00:00" + "updatedAt": "2026-09-15T01:45:31.344304+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5928,14 +5928,14 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:27.488940+00:00" + "updatedAt": "2026-09-15T01:45:31.276606+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": "2026-09-15T01:42:27.531380+00:00" + "updatedAt": "2026-09-15T01:45:31.311785+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5943,7 +5943,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:27.611099+00:00" + "updatedAt": "2026-09-15T01:45:31.380619+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5951,7 +5951,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:32.780035+00:00" + "updatedAt": "2026-09-15T01:45:36.865817+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5959,7 +5959,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:32.660264+00:00" + "updatedAt": "2026-09-15T01:45:36.759981+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": [ @@ -5967,7 +5967,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:32.922859+00:00" + "updatedAt": "2026-09-15T01:45:37.012330+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|MetaX_c-500": { "taskTypes": [ @@ -5975,14 +5975,14 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:32.867515+00:00" + "updatedAt": "2026-09-15T01:45:36.958464+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": "2026-09-15T01:42:32.721472+00:00" + "updatedAt": "2026-09-15T01:45:36.804342+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5990,7 +5990,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-15T01:42:32.815449+00:00" + "updatedAt": "2026-09-15T01:45:36.912910+00:00" } }, "taskTree": [ @@ -6661,6 +6661,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-15T01:41:06.877494+00:00", + "taskTreeUpdatedAt": "2026-09-15T01:43:55.696791+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 15c51d117..fcbae2645 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-15T01:34:13.292967+00:00", - "lastSyncTime": "2026-09-15T01:34:13.208356+00:00", + "generatedAt": "2026-09-15T01:43:45.065697+00:00", + "lastSyncTime": "2026-09-15T01:43:44.814965+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1789,30 +1789,30 @@ "unresolvedFailureCount": 0 }, "Cambricon_mlu-370-x4|unknown|text-generation": { - "attributableFailureCount": 24, - "decisionFailureRate": 0.8889, - "decisionSuccessRate": 0.1111, - "decisionTotal": 27, + "attributableFailureCount": 25, + "decisionFailureRate": 0.8929, + "decisionSuccessRate": 0.1071, + "decisionTotal": 28, "failureBreakdown": { - "ambiguous_runtime": 36, - "framework_architecture_unsupported": 21, + "ambiguous_runtime": 37, + "framework_architecture_unsupported": 22, "memory_capacity": 1, "tokenizer_compatibility": 2, "参数/模板问题": 1, "验证失败": 39 }, - "failureCount": 100, - "failureRate": 0.9709, + "failureCount": 102, + "failureRate": 0.9714, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 3, - "successRate": 0.0291, + "successRate": 0.0286, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", - "total": 103, - "unresolvedFailureCount": 76 + "total": 105, + "unresolvedFailureCount": 77 }, "Cambricon_mlu-370-x8|unknown|text-generation": { "attributableFailureCount": 8, @@ -2575,14 +2575,14 @@ "unresolvedFailureCount": 8 }, "unknown": { - "attributableFailureCount": 164, - "decisionFailureRate": 0.7421, - "decisionSuccessRate": 0.2579, - "decisionTotal": 221, + "attributableFailureCount": 165, + "decisionFailureRate": 0.7432, + "decisionSuccessRate": 0.2568, + "decisionTotal": 222, "failureBreakdown": { - "ambiguous_runtime": 153, + "ambiguous_runtime": 154, "backend_operator": 4, - "framework_architecture_unsupported": 105, + "framework_architecture_unsupported": 106, "memory_capacity": 5, "model_load": 45, "platform_infrastructure": 1, @@ -2590,15 +2590,15 @@ "参数/模板问题": 66, "验证失败": 673 }, - "failureCount": 1057, - "failureRate": 0.9488, + "failureCount": 1059, + "failureRate": 0.9489, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 57, - "successRate": 0.0512, - "total": 1114, - "unresolvedFailureCount": 892 + "successRate": 0.0511, + "total": 1116, + "unresolvedFailureCount": 893 }, "vllm": { "attributableFailureCount": 327, @@ -2733,7 +2733,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-15T01:34:13.247877+00:00", + "generatedAt": "2026-09-15T01:43:45.057311+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 39, @@ -2809,27 +2809,27 @@ "unresolvedFailureCount": 59 }, "Cambricon_mlu-370-x4": { - "attributableFailureCount": 24, - "decisionFailureRate": 0.8889, - "decisionSuccessRate": 0.1111, - "decisionTotal": 27, + "attributableFailureCount": 25, + "decisionFailureRate": 0.8929, + "decisionSuccessRate": 0.1071, + "decisionTotal": 28, "failureBreakdown": { - "ambiguous_runtime": 36, - "framework_architecture_unsupported": 21, + "ambiguous_runtime": 37, + "framework_architecture_unsupported": 22, "memory_capacity": 1, "tokenizer_compatibility": 2, "参数/模板问题": 1, "验证失败": 39 }, - "failureCount": 100, - "failureRate": 0.9709, + "failureCount": 102, + "failureRate": 0.9714, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 3, - "successRate": 0.0291, - "total": 103, - "unresolvedFailureCount": 76 + "successRate": 0.0286, + "total": 105, + "unresolvedFailureCount": 77 }, "Cambricon_mlu-370-x8": { "attributableFailureCount": 19, @@ -5445,15 +5445,15 @@ "unresolvedFailureCount": 11 }, "Cambricon_mlu-370-x4|unknown|text-generation": { - "attributableFailureCount": 4, - "consecutiveFailures": 0, + "attributableFailureCount": 5, + "consecutiveFailures": 1, "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.8, - "decisionSuccessRate": 0.2, - "decisionTotal": 5, + "decisionFailureRate": 0.8333, + "decisionSuccessRate": 0.1667, + "decisionTotal": 6, "failureBreakdown": { - "ambiguous_runtime": 14, - "framework_architecture_unsupported": 3, + "ambiguous_runtime": 13, + "framework_architecture_unsupported": 4, "tokenizer_compatibility": 1, "参数/模板问题": 1 }, @@ -5461,7 +5461,7 @@ "failureRate": 0.95, "framework": "unknown", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-15T01:34:13.208356+00:00", + "lastTerminalAt": "2026-09-15T01:43:44.814965+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -5470,7 +5470,7 @@ "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 15 + "unresolvedFailureCount": 14 }, "Cambricon_mlu-370-x8|unknown|text-generation": { "attributableFailureCount": 1, @@ -9129,17 +9129,17 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1888, - "totalRecords": 1981, + "terminalRecords": 1890, + "totalRecords": 1983, "totals": { - "attributableFailureCount": 574, - "decisionFailureRate": 0.8983, - "decisionSuccessRate": 0.1017, - "decisionTotal": 639, + "attributableFailureCount": 575, + "decisionFailureRate": 0.8984, + "decisionSuccessRate": 0.1016, + "decisionTotal": 640, "failureBreakdown": { - "ambiguous_runtime": 454, + "ambiguous_runtime": 455, "backend_operator": 44, - "framework_architecture_unsupported": 368, + "framework_architecture_unsupported": 369, "memory_capacity": 12, "model_load": 78, "platform_infrastructure": 6, @@ -9149,15 +9149,15 @@ "参数/模板问题": 116, "验证失败": 673 }, - "failureCount": 1823, + "failureCount": 1825, "failureRate": 0.9656, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 6, "successCount": 65, "successRate": 0.0344, - "total": 1888, - "unresolvedFailureCount": 1243 + "total": 1890, + "unresolvedFailureCount": 1244 }, "warnings": [ "GPU Vastai_va16 本地统计失败率偏高（≥50%），建议重点关注。", @@ -9195,6 +9195,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1981, + "summarizedRecords": 1983, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 0041254bb..384d48de8 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": "2026-09-15T01:43:44.814965+00:00", "modelId": "nanbeige/Nanbeige4.2-3B-GPTQ-Int8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T01:39:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4570941", "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"], "framework": "", "lastSyncTime": "2026-09-15T01:43:44.814946+00:00", "modelId": "cyankiwi/Ornith-1.5-9B-AWQ-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T01:37:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4591253", "taskType": "text-generation", "verifyResult": -1} {"failReason": null, "framework": "", "lastSyncTime": "2026-09-15T01:34:13.208356+00:00", "modelId": "OpenOneRec/OneReason-8B-pretrain-competition", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-15T01:27:22+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4584699", "taskType": "text-generation", "verifyResult": 1} {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "", "lastSyncTime": "2026-09-15T01:15:42.313690+00:00", "modelId": "zstack/qwen3-4b-fake", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T01:15:22+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4588142", "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"], "framework": "", "lastSyncTime": "2026-09-15T00:56:25.725574+00:00", "modelId": "callmezcc/Qwen3.8-27B-GPTQ-W4A16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-15T00:53:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4332632", "taskType": "text-generation", "verifyResult": -1} @@ -296,5 +298,3 @@ {"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": "2026-09-10T04:27:58.701433+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W8A8-FP8-Channelwise-compressed-tensors", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T04:25:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471917", "taskType": "text-generation", "verifyResult": -1} {"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": "2026-09-10T04:27:58.701482+00:00", "modelId": "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T04:23:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471910", "taskType": "text-generation", "verifyResult": -1} {"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": "2026-09-10T04:27:58.701457+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T04:21:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4471915", "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": ["rwkv7"], "framework": "vllm", "lastSyncTime": "2026-09-10T04:09:13.117076+00:00", "modelId": "RWKV/RWKV7-1.5B-20260805", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T04:01:22+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4609102", "taskType": "text-generation", "verifyResult": -1} -{"failReason": "backend_operator", "failureAction": "prefer_other_proven_framework_or_gpu", "failureCategory": "backend_operator", "failureClassificationReason": "backend_version_dependent", "failureCode": "MISSING_OPERATOR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "gpu_framework", "framework": "vllm", "lastSyncTime": "2026-09-10T04:00:09.998782+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T03:57:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": 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