diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index b90ffc23c0..9aa901ff2f 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -525,7 +525,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-10-25T22:02:43.057390+00:00", + "generatedAt": "2026-10-25T22:04:33.592372+00:00", "summary": { "activeBlockCount": 26, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 543583384c..edd3cad128 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -1,5 +1,5 @@ { - "communityAttemptedAt": "2026-10-25T21:59:21.459342+00:00", + "communityAttemptedAt": "2026-10-25T22:04:33.661512+00:00", "communityError": "ModelHubAPIError: 分页大小不能超过100", "communitySample": {}, "communityUpdatedAt": null, @@ -452,7 +452,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-25T22:02:43.156354+00:00", + "generatedAt": "2026-10-25T22:04:33.661512+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 4a2a021e1e..5c1842c2c0 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-25T22:02:43.156354+00:00", + "catalogUpdatedAt": "2026-10-25T22:04:33.661512+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-25T22:02:48.679681+00:00", + "generatedAt": "2026-10-25T22:04:33.661512+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -6727,6 +6727,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-10-25T22:02:43.156354+00:00", + "taskTreeUpdatedAt": "2026-10-25T22:04:33.661512+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 725b486912..205bf00ced 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-10-25T21:44:22.919171+00:00", - "lastSyncTime": "2026-10-25T21:44:22.633947+00:00", + "generatedAt": "2026-10-25T22:04:33.498778+00:00", + "lastSyncTime": "2026-10-25T22:04:33.140633+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1228,24 +1228,24 @@ "decisionSuccessRate": 0.3333, "decisionTotal": 39, "failureBreakdown": { - "ambiguous_runtime": 62, + "ambiguous_runtime": 63, "framework_architecture_unsupported": 22, "model_load": 3, "tokenizer_compatibility": 1, "参数/模板问题": 46 }, - "failureCount": 134, - "failureRate": 0.9116, + "failureCount": 135, + "failureRate": 0.9122, "framework": "vllm-mlu", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 13, - "successRate": 0.0884, + "successRate": 0.0878, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 147, - "unresolvedFailureCount": 108 + "total": 148, + "unresolvedFailureCount": 109 }, "Cambricon_mlu-370-x8|vllm|text-generation": { "attributableFailureCount": 22, @@ -3308,7 +3308,7 @@ "decisionSuccessRate": 0.2588, "decisionTotal": 85, "failureBreakdown": { - "ambiguous_runtime": 119, + "ambiguous_runtime": 120, "framework_architecture_unsupported": 55, "model_load": 7, "platform_infrastructure": 1, @@ -3316,15 +3316,15 @@ "参数/模板问题": 56, "验证失败": 3 }, - "failureCount": 242, - "failureRate": 0.9167, + "failureCount": 243, + "failureRate": 0.917, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 22, - "successRate": 0.0833, - "total": 264, - "unresolvedFailureCount": 178 + "successRate": 0.083, + "total": 265, + "unresolvedFailureCount": 179 }, "vllm-patch-tokenizer": { "attributableFailureCount": 71, @@ -3427,7 +3427,7 @@ "unresolvedFailureCount": 361 } }, - "generatedAt": "2026-10-25T21:44:22.902969+00:00", + "generatedAt": "2026-10-25T22:04:33.484691+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 134, @@ -3550,7 +3550,7 @@ "decisionSuccessRate": 0.1724, "decisionTotal": 87, "failureBreakdown": { - "ambiguous_runtime": 166, + "ambiguous_runtime": 167, "framework_architecture_unsupported": 59, "memory_capacity": 4, "model_load": 6, @@ -3559,15 +3559,15 @@ "参数/模板问题": 84, "验证失败": 22 }, - "failureCount": 346, - "failureRate": 0.9584, + "failureCount": 347, + "failureRate": 0.9586, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 15, - "successRate": 0.0416, - "total": 361, - "unresolvedFailureCount": 272 + "successRate": 0.0414, + "total": 362, + "unresolvedFailureCount": 273 }, "Iluvatar_bi-100": { "attributableFailureCount": 194, @@ -12258,6 +12258,29 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Cambricon_mlu-370-x8|vllm-mlu|text-generation|pulvis|none": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-mlu", + "modelType": "pulvis", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x8", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation|qwen2|compressed-tensors": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -26909,9 +26932,9 @@ "ambiguous_runtime": 1, "framework_architecture_unsupported": 1, "model_load": 4, - "参数/模板问题": 9 + "参数/模板问题": 8 }, - "failureCount": 15, + "failureCount": 14, "failureRate": 1.0, "framework": "vllm-patch-tokenizer", "lastPlatformFailureAt": null, @@ -26923,8 +26946,8 @@ "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "text-generation", - "total": 15, - "unresolvedFailureCount": 10 + "total": 14, + "unresolvedFailureCount": 9 }, "hygon_k100-ai|vllm|text-generation": { "attributableFailureCount": 1, @@ -27330,6 +27353,31 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Cambricon_mlu-370-x8|vllm-mlu|text-generation|pulvis|none": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-mlu", + "lastTerminalAt": "2026-10-25T22:04:33.140633+00:00", + "modelType": "pulvis", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x8", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation|qwen3_5_moe|compressed-tensors": { "attributableFailureCount": 0, "consecutiveFailures": 0, @@ -28912,31 +28960,6 @@ "total": 1, "unresolvedFailureCount": 0 }, - "hygon_k100-ai|vllm-patch-tokenizer|text-generation|qwen3_5_text|none": { - "attributableFailureCount": 0, - "consecutiveFailures": 0, - "decisionFailureRate": 0.0, - "decisionSuccessRate": 0.0, - "decisionTotal": 0, - "failureBreakdown": { - "参数/模板问题": 1 - }, - "failureCount": 1, - "failureRate": 1.0, - "framework": "vllm-patch-tokenizer", - "lastTerminalAt": "2026-10-12T21:59:39.775359+00:00", - "modelType": "qwen3_5_text", - "pendingCount": 0, - "pendingRate": 0.0, - "platformFailureCount": 0, - "quantizationMethod": "none", - "successCount": 0, - "successRate": 0.0, - "targetGpu": "hygon_k100-ai", - "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 1 - }, "hygon_k100-ai|vllm-patch-tokenizer|text-generation|spark2_5|compressed-tensors": { "attributableFailureCount": 1, "consecutiveFailures": 1, @@ -42500,6 +42523,30 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Cambricon_mlu-370-x8|vllm-mlu|text-generation|pulvis|none|23": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-mlu", + "loadSizeLog2Bucket": 23, + "modelType": "pulvis", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x8", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation|qwen2|compressed-tensors|30": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -63331,15 +63378,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 18098, - "totalRecords": 18642, + "terminalRecords": 18099, + "totalRecords": 18643, "totals": { "attributableFailureCount": 6388, "decisionFailureRate": 0.8663, "decisionSuccessRate": 0.1337, "decisionTotal": 7374, "failureBreakdown": { - "ambiguous_runtime": 4700, + "ambiguous_runtime": 4701, "architecture_compatibility": 212, "attention_backend": 3, "backend_operator": 137, @@ -63355,21 +63402,20 @@ "日志缺失": 719, "验证失败": 676 }, - "failureCount": 17112, + "failureCount": 17113, "failureRate": 0.9455, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 972, "successCount": 986, "successRate": 0.0545, - "total": 18098, - "unresolvedFailureCount": 9752 + "total": 18099, + "unresolvedFailureCount": 9753 }, "warnings": [ + "GPU Vastai_va16 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Iluvatar_bi-100 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 Iluvatar_bi-150 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 Kunlunxin_p-800 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_mrv-100 本地统计失败率偏高(≥50%),建议重点关注。", @@ -63378,7 +63424,8 @@ "GPU Sunrise_pt-200-x1 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 MetaX_c-500 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 Ascend_910-b3 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。", "组合 Iluvatar_bi-150|transformers|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-mlu|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", @@ -63426,6 +63473,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 18642, + "summarizedRecords": 18643, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index a520a9d8a1..92c09b5b6e 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -251,6 +251,7 @@ {"failReason": "参数/模板问题", "framework": "vllm-mlu", "lastSyncTime": "2026-10-08T02:21:33.753390+00:00", "modelId": "ukisai/Swift-1.5-5bit-MLX", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-06T09:56:23.934000+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5321202", "taskType": "text-generation", "verifyResult": null} {"failReason": "参数/模板问题", "framework": "vllm-mlu", "lastSyncTime": "2026-10-08T05:06:44.255746+00:00", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-16-v2", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-06T09:56:23.932288+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5321205", "taskType": "text-generation", "verifyResult": null} {"failReason": "参数/模板问题", "framework": "vllm-mlu", "lastSyncTime": "2026-10-25T18:17:13.464603+00:00", "modelId": "groxaxo/Hemmingway-1-AutoRound-W4G128", "modelProfile": {"architectures": 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"submitTime": "2026-10-06T09:56:23.930642+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5321203", "taskType": "text-generation", "verifyResult": null} +{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm-mlu", "lastSyncTime": "2026-10-25T22:04:33.140633+00:00", "modelId": "bench-labs/pulvis-v1", "modelProfile": {"architectures": ["PulvisForCausalLM"], "configFingerprint": "497ab91cb1ba127d73c571f3ec8297e040a03e575e3c6ce93ccd36aa425663ac", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 11853976, "estimatedRequiredGiB": 0.123, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": 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"modelId": "nkkbr/Mini-K3-1H-llama-mha-block4-v1", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-06T09:56:23.876580+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5321207", "taskType": "text-generation", "verifyResult": null} {"failReason": "参数/模板问题", "framework": "vllm-mlu", "lastSyncTime": "2026-10-08T05:06:44.255724+00:00", "modelId": "nkkbr/Mini-K3-1H-llama-gqa-block4-v1", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-06T09:56:23.873128+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5321199", "taskType": "text-generation", "verifyResult": null} {"failReason": "参数/模板问题", "framework": "vllm-mlu", "lastSyncTime": "2026-10-08T02:39:47.345766+00:00", "modelId": "ukisai/Swift-1.5-4bit-MLX", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-06T09:56:23.868816+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "5321209", "taskType": "text-generation", "verifyResult": null} @@ -297,4 +298,3 @@ {"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "vllm-patch-tokenizer", "lastSyncTime": "2026-10-21T01:25:45.379512+00:00", "modelId": "ProCreations/BetterWright-K2-Horizon-7B-Uno", "modelProfile": {"architectures": ["K2HorizonForCausalLM"], "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 19395158128, "estimatedRequiredGiB": 21.699, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, 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