diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 34fdd9e87..a6296b69b 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1693,7 +1693,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-16T14:11:59.471255+00:00", + "generatedAt": "2026-09-16T14:15:12.043298+00:00", "summary": { "activeBlockCount": 82, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index 7d32d746c..434109362 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -75,7 +75,7 @@ "7": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 600, + "listingErrors": 601, "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|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-16T14:11:49.595861+00:00" + "updatedAt": "2026-09-16T14:15:00.410989+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": "2026-09-16T14:11:49.677928+00:00" + "updatedAt": "2026-09-16T14:15:00.469066+00:00" } }, "taskTree": [ @@ -6525,6 +6525,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-16T14:10:16.073903+00:00", + "taskTreeUpdatedAt": "2026-09-16T14:13:09.508895+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 6c78e3982..de683e172 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-16T14:03:39.987499+00:00", - "lastSyncTime": "2026-09-16T14:03:38.007248+00:00", + "generatedAt": "2026-09-16T14:13:02.349916+00:00", + "lastSyncTime": "2026-09-16T14:13:00.205420+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1948,29 +1948,29 @@ "unresolvedFailureCount": 0 }, "Cambricon_mlu-370-x4|unknown|text-generation": { - "attributableFailureCount": 28, - "decisionFailureRate": 0.875, - "decisionSuccessRate": 0.125, - "decisionTotal": 32, + "attributableFailureCount": 29, + "decisionFailureRate": 0.8788, + "decisionSuccessRate": 0.1212, + "decisionTotal": 33, "failureBreakdown": { "ambiguous_runtime": 38, - "framework_architecture_unsupported": 25, + "framework_architecture_unsupported": 26, "memory_capacity": 1, "tokenizer_compatibility": 2, "参数/模板问题": 1, "验证失败": 39 }, - "failureCount": 106, - "failureRate": 0.9636, + "failureCount": 107, + "failureRate": 0.964, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 4, - "successRate": 0.0364, + "successRate": 0.036, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", - "total": 110, + "total": 111, "unresolvedFailureCount": 78 }, "Cambricon_mlu-370-x4|vllm-mlu|text-generation": { @@ -2758,14 +2758,14 @@ "unresolvedFailureCount": 8 }, "unknown": { - "attributableFailureCount": 181, - "decisionFailureRate": 0.7479, - "decisionSuccessRate": 0.2521, - "decisionTotal": 242, + "attributableFailureCount": 182, + "decisionFailureRate": 0.749, + "decisionSuccessRate": 0.251, + "decisionTotal": 243, "failureBreakdown": { "ambiguous_runtime": 157, "backend_operator": 4, - "framework_architecture_unsupported": 121, + "framework_architecture_unsupported": 122, "memory_capacity": 5, "model_load": 46, "platform_infrastructure": 1, @@ -2773,14 +2773,14 @@ "参数/模板问题": 66, "验证失败": 673 }, - "failureCount": 1078, - "failureRate": 0.9464, + "failureCount": 1079, + "failureRate": 0.9465, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 61, - "successRate": 0.0536, - "total": 1139, + "successRate": 0.0535, + "total": 1140, "unresolvedFailureCount": 896 }, "vllm": { @@ -2918,7 +2918,7 @@ "unresolvedFailureCount": 5 } }, - "generatedAt": "2026-09-16T14:03:39.980991+00:00", + "generatedAt": "2026-09-16T14:13:02.343645+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 49, @@ -2994,26 +2994,26 @@ "unresolvedFailureCount": 59 }, "Cambricon_mlu-370-x4": { - "attributableFailureCount": 28, - "decisionFailureRate": 0.875, - "decisionSuccessRate": 0.125, - "decisionTotal": 32, + "attributableFailureCount": 29, + "decisionFailureRate": 0.8788, + "decisionSuccessRate": 0.1212, + "decisionTotal": 33, "failureBreakdown": { "ambiguous_runtime": 41, - "framework_architecture_unsupported": 25, + "framework_architecture_unsupported": 26, "memory_capacity": 1, "tokenizer_compatibility": 2, "参数/模板问题": 1, "验证失败": 39 }, - "failureCount": 109, - "failureRate": 0.9646, + "failureCount": 110, + "failureRate": 0.9649, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 4, - "successRate": 0.0354, - "total": 113, + "successRate": 0.0351, + "total": 114, "unresolvedFailureCount": 81 }, "Cambricon_mlu-370-x8": { @@ -6253,15 +6253,15 @@ "unresolvedFailureCount": 6 }, "Cambricon_mlu-370-x4|unknown|text-generation": { - "attributableFailureCount": 8, - "consecutiveFailures": 1, + "attributableFailureCount": 9, + "consecutiveFailures": 2, "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.8, - "decisionSuccessRate": 0.2, - "decisionTotal": 10, + "decisionFailureRate": 0.8182, + "decisionSuccessRate": 0.1818, + "decisionTotal": 11, "failureBreakdown": { - "ambiguous_runtime": 9, - "framework_architecture_unsupported": 7, + "ambiguous_runtime": 8, + "framework_architecture_unsupported": 8, "tokenizer_compatibility": 1, "参数/模板问题": 1 }, @@ -6269,7 +6269,7 @@ "failureRate": 0.9, "framework": "unknown", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-16T00:58:27.147335+00:00", + "lastTerminalAt": "2026-09-16T14:13:00.205420+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -6278,7 +6278,7 @@ "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 10 + "unresolvedFailureCount": 9 }, "Cambricon_mlu-370-x8|unknown|text-generation": { "attributableFailureCount": 1, @@ -10896,17 +10896,17 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 2018, - "totalRecords": 2112, + "terminalRecords": 2019, + "totalRecords": 2113, "totals": { - "attributableFailureCount": 648, - "decisionFailureRate": 0.8913, - "decisionSuccessRate": 0.1087, - "decisionTotal": 727, + "attributableFailureCount": 649, + "decisionFailureRate": 0.8915, + "decisionSuccessRate": 0.1085, + "decisionTotal": 728, "failureBreakdown": { "ambiguous_runtime": 491, "backend_operator": 45, - "framework_architecture_unsupported": 424, + "framework_architecture_unsupported": 425, "memory_capacity": 12, "model_load": 84, "platform_infrastructure": 10, @@ -10916,14 +10916,14 @@ "参数/模板问题": 117, "验证失败": 673 }, - "failureCount": 1939, + "failureCount": 1940, "failureRate": 0.9609, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 10, "successCount": 79, "successRate": 0.0391, - "total": 2018, + "total": 2019, "unresolvedFailureCount": 1281 }, "warnings": [ @@ -10931,14 +10931,14 @@ "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。", @@ -10963,6 +10963,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 2112, + "summarizedRecords": 2113, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 521a9bc84..2d8ef1ad9 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,4 @@ +{"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": "2026-09-16T14:13:00.205420+00:00", "modelId": "cyankiwi/Ornith-1.5-9B-AWQ-INT4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T14:11:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4579947", "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": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-16T13:55:11.492824+00:00", "modelId": "cyankiwi/Ornith-1.5-9B-AWQ-INT4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T13:51:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4591816", "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": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-16T13:55:11.492860+00:00", "modelId": "callmezcc/Qwen3.8-27B-GPTQ-W4A16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T13:51:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609083", "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": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-16T11:50:54.111136+00:00", "modelId": "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-16T11:43:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4590402", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"failReason": "backend_operator", "failureAction": "prefer_other_proven_framework_or_gpu", "failureCategory": "backend_operator", "failureClassificationReason": "backend_version_dependent", "failureCode": "MISSING_OPERATOR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "gpu_framework", "framework": "", "lastSyncTime": "2026-09-10T13:55:40.785120+00:00", "modelId": "RedHatAI/gemma-2-2b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T13:47:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610380", "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": "2026-09-10T13:30:05.632388+00:00", "modelId": "neuralmagic/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T13:23:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4496944", "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": "2026-09-10T13:23:06.708419+00:00", "modelId": "neuralmagic/SmolLM-1.7B-Instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T13:19:21+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4496965", "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": "2026-09-10T12:40:42.405633+00:00", "modelId": "neuralmagic/starcoder2-15b-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T12:37:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523210", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index ac7b4cb9e..0c0868a53 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -1,73 +1,3 @@ -{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "framework": "vllm-mlu", "gpuType": "Cambricon_mlu-370-x8", "modelId": "hcnote/SparkMuse-4B", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4881079", "updateTime": "2026-09-16 06:23:09"} -{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "framework": "vllm_fix_tokenizer", "gpuType": "Biren_166m", "modelId": "mlx-community/XYZ-Aquila-mini-OptiQ-4bit-REAP-18B", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4870861", "updateTime": "2026-09-15 18:13:13"} -{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "framework": "vllm", "gpuType": "Mthreads_s4000", "modelId": "mlx-community/Devstral-Small-2-24B-Instruct-2512-OptiQ-4bit", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4868221", "updateTime": "2026-09-15 15:13:19"} -{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "framework": "vllm_fix_tokenizer", "gpuType": "Kunlunxin_p-800", "modelId": "mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4866582", "updateTime": "2026-09-15 12:41:03"} -{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "framework": "vllm_tokenizer_patch", "gpuType": "Ascend_910-b3", "modelId": "mlx-community/XYZ-Aquila-mini-OptiQ-4bit-REAP-18B", "modelTaskLevel": "文本生成", 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