diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 9fd4b98f..2a2c422b 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1309,7 +1309,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-10T20:05:18.188669+00:00", + "generatedAt": "2026-09-10T20:09:23.436455+00:00", "summary": { "activeBlockCount": 66, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index 0fbccb2a..aa1a6c1f 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -27,7 +27,7 @@ "11": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 379, + "listingErrors": 380, "nextPage": 1, "recordsScanned": 0, "uniqueRecords": 0 @@ -102,12 +102,12 @@ "cutoffAt": 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@@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:04:59.320035+00:00" + "updatedAt": "2026-09-10T20:08:40.259604+00:00" }, "https://modelscope.cn/models/jingfeng0813/Qwen3-32B_nas_bank|2026-08-15T13:19:35+00:00|Ascend_910-b3": { "taskTypes": [ @@ -4131,7 +4123,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:05:00.775742+00:00" + "updatedAt": "2026-09-10T20:08:42.802370+00:00" }, "https://modelscope.cn/models/jingfeng0813/Qwen3-8B_nas_bank|2026-08-10T11:38:33+00:00|Ascend_910-b3": { "taskTypes": [ @@ -4139,7 +4131,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:05:12.468929+00:00" + "updatedAt": "2026-09-10T20:09:11.074335+00:00" }, "https://modelscope.cn/models/jingfeng0813/Qwen3-8B_nas_bank|2026-08-10T11:38:33+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -4147,7 +4139,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": 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}, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5821,7 +5819,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:04:56.592056+00:00" + "updatedAt": "2026-09-10T20:08:36.224158+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5829,7 +5827,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:04:56.633308+00:00" + "updatedAt": "2026-09-10T20:08:36.258531+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -5838,13 +5836,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:04:56.672731+00:00" + "updatedAt": "2026-09-10T20:08:36.293299+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": "2026-09-10T20:04:56.545717+00:00" + "updatedAt": "2026-09-10T20:08:36.183687+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5852,7 +5850,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:04:56.509630+00:00" + "updatedAt": "2026-09-10T20:08:36.147757+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5860,7 +5858,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:05:02.522860+00:00" + "updatedAt": "2026-09-10T20:08:50.774311+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5868,7 +5866,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:05:02.551727+00:00" + "updatedAt": "2026-09-10T20:08:50.809926+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": [ @@ -5876,7 +5874,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:05:02.582053+00:00" + "updatedAt": "2026-09-10T20:08:50.840495+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -5885,13 +5883,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:05:02.614115+00:00" + "updatedAt": "2026-09-10T20:08:50.870127+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": "2026-09-10T20:05:02.494300+00:00" + "updatedAt": "2026-09-10T20:08:50.736025+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5899,7 +5897,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T20:05:02.459881+00:00" + "updatedAt": "2026-09-10T20:08:50.705609+00:00" } }, "taskTree": [ @@ -6570,6 +6568,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-10T20:03:40.480600+00:00", + "taskTreeUpdatedAt": "2026-09-10T20:06:26.909051+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 0c258234..623615e6 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-10T19:56:52.084081+00:00", - "lastSyncTime": "2026-09-10T19:56:51.309700+00:00", + "generatedAt": "2026-09-10T20:06:20.200156+00:00", + "lastSyncTime": "2026-09-10T20:06:18.925896+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1789,30 +1789,30 @@ "unresolvedFailureCount": 7 }, "Iluvatar_mrv-100|unknown|text-generation": { - "attributableFailureCount": 76, - "decisionFailureRate": 0.8837, - "decisionSuccessRate": 0.1163, - "decisionTotal": 86, + "attributableFailureCount": 77, + "decisionFailureRate": 0.8851, + "decisionSuccessRate": 0.1149, + "decisionTotal": 87, "failureBreakdown": { "ambiguous_runtime": 18, "framework_architecture_unsupported": 48, "memory_capacity": 1, - "model_load": 27, + "model_load": 28, "platform_infrastructure": 1, "参数/模板问题": 2, "验证失败": 47 }, - "failureCount": 144, - "failureRate": 0.9351, + "failureCount": 145, + "failureRate": 0.9355, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 10, - "successRate": 0.0649, + "successRate": 0.0645, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", - "total": 154, + "total": 155, "unresolvedFailureCount": 67 }, "Kunlunxin_p-800|unknown|text-generation": { @@ -2290,29 +2290,29 @@ "unresolvedFailureCount": 5 }, "unknown": { - "attributableFailureCount": 130, - "decisionFailureRate": 0.7303, - "decisionSuccessRate": 0.2697, - "decisionTotal": 178, + "attributableFailureCount": 131, + "decisionFailureRate": 0.7318, + "decisionSuccessRate": 0.2682, + "decisionTotal": 179, "failureBreakdown": { "ambiguous_runtime": 124, "backend_operator": 4, "framework_architecture_unsupported": 89, "memory_capacity": 5, - "model_load": 29, + "model_load": 30, "platform_infrastructure": 1, "tokenizer_compatibility": 3, "参数/模板问题": 56, "验证失败": 673 }, - "failureCount": 984, + "failureCount": 985, "failureRate": 0.9535, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 48, "successRate": 0.0465, - "total": 1032, + "total": 1033, "unresolvedFailureCount": 853 }, "vllm": { @@ -2443,7 +2443,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T19:56:52.079960+00:00", + "generatedAt": "2026-09-10T20:06:20.193221+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2606,27 +2606,27 @@ "unresolvedFailureCount": 43 }, "Iluvatar_mrv-100": { - "attributableFailureCount": 76, - "decisionFailureRate": 0.8837, - "decisionSuccessRate": 0.1163, - "decisionTotal": 86, + "attributableFailureCount": 77, + "decisionFailureRate": 0.8851, + "decisionSuccessRate": 0.1149, + "decisionTotal": 87, "failureBreakdown": { "ambiguous_runtime": 18, "framework_architecture_unsupported": 48, "memory_capacity": 1, - "model_load": 27, + "model_load": 28, "platform_infrastructure": 1, "参数/模板问题": 2, "验证失败": 47 }, - "failureCount": 144, - "failureRate": 0.9351, + "failureCount": 145, + "failureRate": 0.9355, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 10, - "successRate": 0.0649, - "total": 154, + "successRate": 0.0645, + "total": 155, "unresolvedFailureCount": 67 }, "Kunlunxin_p-800": { @@ -4170,10 +4170,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { - "ambiguous_runtime": 3, + "ambiguous_runtime": 2, "framework_architecture_unsupported": 1 }, - "failureCount": 4, + "failureCount": 3, "failureRate": 1.0, "framework": "vllm-mlu", "lastPlatformFailureAt": null, @@ -4185,8 +4185,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 4, - "unresolvedFailureCount": 3 + "total": 3, + "unresolvedFailureCount": 2 }, "Cambricon_mlu-370-x8|vllm|text-generation": { "attributableFailureCount": 3, @@ -4268,7 +4268,7 @@ }, "Iluvatar_mrv-100|unknown|text-generation": { "attributableFailureCount": 17, - "consecutiveFailures": 9, + "consecutiveFailures": 10, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.9444, "decisionSuccessRate": 0.0556, @@ -4283,7 +4283,7 @@ "failureRate": 0.95, "framework": "unknown", "lastPlatformFailureAt": "2026-09-10T18:33:21+00:00", - "lastTerminalAt": "2026-09-10T19:56:51.309700+00:00", + "lastTerminalAt": "2026-09-10T20:06:18.925896+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, @@ -4613,9 +4613,9 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 3 + "ambiguous_runtime": 2 }, - "failureCount": 3, + "failureCount": 2, "failureRate": 1.0, "framework": "vllm-mlu", "lastTerminalAt": "2026-09-10T13:06:08.293453+00:00", @@ -4628,8 +4628,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 3, - "unresolvedFailureCount": 3 + "total": 2, + "unresolvedFailureCount": 2 }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation|nemotron_h|modelopt": { "attributableFailureCount": 1, @@ -6995,19 +6995,19 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1630, - "totalRecords": 1717, + "terminalRecords": 1631, + "totalRecords": 1718, "totals": { - "attributableFailureCount": 425, - "decisionFailureRate": 0.891, - "decisionSuccessRate": 0.109, - "decisionTotal": 477, + "attributableFailureCount": 426, + "decisionFailureRate": 0.8912, + "decisionSuccessRate": 0.1088, + "decisionTotal": 478, "failureBreakdown": { "ambiguous_runtime": 378, "backend_operator": 40, "framework_architecture_unsupported": 273, "memory_capacity": 11, - "model_load": 51, + "model_load": 52, "platform_infrastructure": 4, "repository_structure": 5, "runtime_memory": 6, @@ -7015,30 +7015,31 @@ "参数/模板问题": 98, "验证失败": 673 }, - "failureCount": 1578, + "failureCount": 1579, "failureRate": 0.9681, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, "successCount": 52, "successRate": 0.0319, - "total": 1630, + "total": 1631, "unresolvedFailureCount": 1149 }, "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。", @@ -7053,11 +7054,10 @@ "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": 1717, + "summarizedRecords": 1718, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index a15fa153..900885f1 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": "2026-09-10T20:06:18.925896+00:00", "modelId": "nm-testing/llama7b-one-shot-2_4-w4a16-marlin24-t-alt", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T20:01:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523216", "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": "2026-09-10T19:56:51.309666+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-ACTORDER-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T19:49:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477723", "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, "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T19:56:51.309700+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T19:49:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523214", "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": "2026-09-10T19:48:09.995356+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T19:45:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477833", "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": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": 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