diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 4cd16eb06..d38726b54 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1695,7 +1695,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-16T19:53:45.537208+00:00", + "generatedAt": "2026-09-16T19:56:49.829868+00:00", "summary": { "activeBlockCount": 82, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index 21cf8edaa..19b5493a5 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -51,7 +51,7 @@ "4": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 610, + "listingErrors": 611, "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": "2026-09-16T19:52:13.752000+00:00", + "catalogUpdatedAt": "2026-09-16T19:54:57.553321+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-16T19:53:44.898975+00:00", + "generatedAt": "2026-09-16T19:56:49.153911+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -154,7 +154,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-16T19:53:23.968105+00:00" + "updatedAt": "2026-09-16T19:56:24.454864+00:00" }, "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Ascend_910-b3": { "taskTypes": [ @@ -162,7 +162,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-16T19:53:41.515862+00:00" + "updatedAt": "2026-09-16T19:56:45.616838+00:00" }, 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"参数/模板问题": 73, "验证失败": 673 }, - "failureCount": 1088, + "failureCount": 1089, "failureRate": 0.9453, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 63, "successRate": 0.0547, - "total": 1151, + "total": 1152, "unresolvedFailureCount": 903 }, "vllm": { - "attributableFailureCount": 372, - "decisionFailureRate": 0.9612, - "decisionSuccessRate": 0.0388, - "decisionTotal": 387, + "attributableFailureCount": 373, + "decisionFailureRate": 0.9613, + "decisionSuccessRate": 0.0387, + "decisionTotal": 388, "failureBreakdown": { "ambiguous_runtime": 222, "backend_operator": 35, - "framework_architecture_unsupported": 276, + "framework_architecture_unsupported": 277, "memory_capacity": 7, "model_load": 31, "platform_infrastructure": 2, @@ -2804,14 +2804,14 @@ "tokenizer_compatibility": 9, "参数/模板问题": 31 }, - "failureCount": 627, - "failureRate": 0.9766, + "failureCount": 628, + "failureRate": 0.9767, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 15, - "successRate": 0.0234, - "total": 642, + "successRate": 0.0233, + "total": 643, "unresolvedFailureCount": 253 }, "vllm-mlu": { @@ -2922,7 +2922,7 @@ "unresolvedFailureCount": 5 } }, - "generatedAt": "2026-09-16T19:45:32.252226+00:00", + "generatedAt": "2026-09-16T19:54:49.138247+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 49, @@ -2973,29 +2973,29 @@ "unresolvedFailureCount": 231 }, "Biren_166m": { - "attributableFailureCount": 54, - "decisionFailureRate": 0.9474, - "decisionSuccessRate": 0.0526, - "decisionTotal": 57, + "attributableFailureCount": 56, + "decisionFailureRate": 0.9492, + "decisionSuccessRate": 0.0508, + "decisionTotal": 59, "failureBreakdown": { "ambiguous_runtime": 31, "backend_operator": 4, - "framework_architecture_unsupported": 39, + "framework_architecture_unsupported": 40, "memory_capacity": 1, "model_load": 8, - "runtime_memory": 1, + "runtime_memory": 2, "tokenizer_compatibility": 1, "参数/模板问题": 1, "验证失败": 27 }, - "failureCount": 113, - "failureRate": 0.9741, + "failureCount": 115, + "failureRate": 0.9746, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 3, - "successRate": 0.0259, - "total": 116, + "successRate": 0.0254, + "total": 118, "unresolvedFailureCount": 59 }, "Cambricon_mlu-370-x4": { @@ -3621,14 +3621,14 @@ "unresolvedFailureCount": 0 }, "Biren_166m|vllm|text-generation|qwen3_5|modelopt": { - "attributableFailureCount": 1, + "attributableFailureCount": 2, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 1, + "decisionTotal": 2, "failureBreakdown": { - "framework_architecture_unsupported": 1 + "framework_architecture_unsupported": 2 }, - "failureCount": 1, + "failureCount": 2, "failureRate": 1.0, "framework": "vllm", "modelType": "qwen3_5", @@ -3640,7 +3640,7 @@ "successRate": 0.0, "targetGpu": "Biren_166m", "taskType": "text-generation", - "total": 1, + "total": 2, "unresolvedFailureCount": 0 }, "Biren_166m|vllm|text-generation|qwen3_5|none": { @@ -6298,32 +6298,32 @@ "unresolvedFailureCount": 7 }, "Biren_166m|unknown|text-generation": { - "attributableFailureCount": 11, - "consecutiveFailures": 5, + "attributableFailureCount": 12, + "consecutiveFailures": 6, "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.9167, - "decisionSuccessRate": 0.0833, - "decisionTotal": 12, + "decisionFailureRate": 0.9231, + "decisionSuccessRate": 0.0769, + "decisionTotal": 13, "failureBreakdown": { "ambiguous_runtime": 5, "framework_architecture_unsupported": 9, "model_load": 1, - "runtime_memory": 1, + "runtime_memory": 2, "参数/模板问题": 1 }, - "failureCount": 17, - "failureRate": 0.9444, + "failureCount": 18, + "failureRate": 0.9474, "framework": "unknown", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-16T19:45:29.643282+00:00", + "lastTerminalAt": "2026-09-16T19:54:46.652476+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.0556, + "successRate": 0.0526, "targetGpu": "Biren_166m", "taskType": "text-generation", - "total": 18, + "total": 19, "unresolvedFailureCount": 6 }, "Cambricon_mlu-370-x4|unknown|text-generation": { @@ -7312,6 +7312,30 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Biren_166m|vllm|text-generation|qwen3_5|modelopt|33": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm", + "loadSizeLog2Bucket": 33, + "modelType": "qwen3_5", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "modelopt", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Biren_166m", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Biren_166m|vllm|text-generation|qwen3_5|modelopt|34": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, @@ -11115,34 +11139,34 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 2042, - "totalRecords": 2136, + "terminalRecords": 2044, + "totalRecords": 2138, "totals": { - "attributableFailureCount": 660, - "decisionFailureRate": 0.8907, - "decisionSuccessRate": 0.1093, - "decisionTotal": 741, + "attributableFailureCount": 662, + "decisionFailureRate": 0.891, + "decisionSuccessRate": 0.109, + "decisionTotal": 743, "failureBreakdown": { "ambiguous_runtime": 494, "backend_operator": 45, - "framework_architecture_unsupported": 434, + "framework_architecture_unsupported": 435, "memory_capacity": 12, "model_load": 85, "platform_infrastructure": 10, "repository_structure": 8, - "runtime_memory": 16, + "runtime_memory": 17, "tokenizer_compatibility": 60, "参数/模板问题": 124, "验证失败": 673 }, - "failureCount": 1961, - "failureRate": 0.9603, + "failureCount": 1963, + "failureRate": 0.9604, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 10, "successCount": 81, - "successRate": 0.0397, - "total": 2042, + "successRate": 0.0396, + "total": 2044, "unresolvedFailureCount": 1291 }, "warnings": [ @@ -11150,14 +11174,14 @@ "GPU Iluvatar_mrv-100 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 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 Biren_166m 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 hygon_k100-ai 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 Cambricon_mlu-370-x4 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Ascend_910-b3 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 Vastai_va16 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。", "组合 Biren_166m|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 Biren_166m|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_fix_tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", @@ -11182,6 +11206,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 2136, + "summarizedRecords": 2138, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 3e5bbc971..6d923ca4d 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,4 @@ +{"failReason": "runtime_memory", "failureAction": "lower_memory_risk_or_reject_combination", "failureCategory": "runtime_memory", "failureClassificationReason": "structured_device_oom", "failureCode": "DEVICE_OOM", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu", "framework": "", "lastSyncTime": "2026-09-16T19:54:46.652476+00:00", "modelId": "neuralmagic/gemma-2-2b-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T19:47:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610350", "taskType": "text-generation", "verifyResult": -1} {"failReason": "runtime_memory", "failureAction": "lower_memory_risk_or_reject_combination", "failureCategory": "runtime_memory", "failureClassificationReason": "structured_device_oom", "failureCode": "DEVICE_OOM", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu", "framework": "", "lastSyncTime": "2026-09-16T19:45:29.643282+00:00", "modelId": "neuralmagic/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T19:39:22+00:00", "targetGpu": "Biren_166m", "taskId": "4610346", "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": "2026-09-16T19:09:33.045349+00:00", "modelId": "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T19:05:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4583236", "taskType": "text-generation", "verifyResult": -1} {"failReason": null, "framework": "", "lastSyncTime": "2026-09-16T19:00:52.657033+00:00", "modelId": "solidrust/Llama-3-8B-Instruct-v0.4-AWQ", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-16T18:53:23+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4595687", "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": "", "lastSyncTime": "2026-09-10T17:30:55.344638+00:00", "modelId": "nm-testing/nonuniform", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T17:29:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497068", "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": "2026-09-10T17:03:45.496007+00:00", "modelId": "RedHatAI/starcoder2-3b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T17:01:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497067", "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": "2026-09-10T17:03:45.496018+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T17:01:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4496941", "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": "2026-09-10T17:03:45.495985+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W8A8-FP8-Channelwise-compressed-tensors", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T16:59:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4497055", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index c95a75a55..98f45caf0 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -1,71 +1,3 @@ -{"accountKey": "cef6a28aba11a67c2a45", "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "framework": "vllm", "gpuType": "MetaX_c-500", "modelId": "ManniX-ITA/Ornith-1.5-27B-A3B-CoderX", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4899817", "updateTime": "2026-09-17 01:39:10"} -{"accountKey": "cef6a28aba11a67c2a45", "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "framework": "vllm-patch-tokenizer", "gpuType": "hygon_k100-ai", "modelId": "BAAI/RoboBrain2.5-8B-NV", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4898802", "updateTime": "2026-09-17 00:48:02"} -{"accountKey": "cef6a28aba11a67c2a45", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "framework": "vllm_fix_tokenizer", 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