diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index e4ff3ba4b0..10c0338238 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -483,7 +483,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-10-25T00:45:14.187139+00:00", + "generatedAt": "2026-10-25T00:47:15.203551+00:00", "summary": { "activeBlockCount": 24, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 3bb7a8ac29..34a34293cf 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -452,7 +452,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-25T00:45:14.275310+00:00", + "generatedAt": "2026-10-25T00:47:15.264962+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, @@ -478,24 +478,24 @@ }, "Ascend_910-b4": { "available": true, - "backlogHours": 0.0017643582000017642, + "backlogHours": 0.0017643737649383645, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 2.5, + "qualityFactor": 2.4999999994518927, "queueFactor": 1.0, "queueWeight": 1.0, - "recentSuccess": 340067, + "recentSuccess": 340064, "recentSuccessRate": 1.0, - "recentTerminal": 340067, - "recentWilsonLowerBound": 0.9999887035301764, + "recentTerminal": 340064, + "recentWilsonLowerBound": 0.9999887034305217, "running": 4, - "selectionWeight": 2.5, + "selectionWeight": 2.4999999994518927, "stale": false, "submissionEligible": true, - "throughputPerHour": 56677.833333333336, + "throughputPerHour": 56677.333333333336, "waiting": 100 }, "Biren_166m": { @@ -544,34 +544,12 @@ }, "Cambricon_mlu-370-x8": { "available": true, - "backlogHours": 0.0017643582000017642, + "backlogHours": 0.0017643737649383645, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 2.5, - "queueFactor": 1.0, - "queueWeight": 1.0, - "recentSuccess": 340067, - "recentSuccessRate": 1.0, - "recentTerminal": 340067, - "recentWilsonLowerBound": 0.9999887035301764, - "running": 4, - "selectionWeight": 2.5, - "stale": false, - "submissionEligible": true, - "throughputPerHour": 56677.833333333336, - "waiting": 100 - }, - "Iluvatar_bi-100": { - "available": true, - "backlogHours": 0.0017643737649383645, - "canVerify": true, - "error": null, - "gpu": "Iluvatar_bi-100", - "healthFactor": 1.0, - "maxConcurrentTasks": 24, "qualityFactor": 2.4999999994518927, "queueFactor": 1.0, "queueWeight": 1.0, @@ -586,14 +564,14 @@ "throughputPerHour": 56677.333333333336, "waiting": 100 }, - "Iluvatar_bi-150": { + "Iluvatar_bi-100": { "available": true, "backlogHours": 0.0017643582000017642, "canVerify": true, "error": null, - "gpu": "Iluvatar_bi-150", + "gpu": "Iluvatar_bi-100", "healthFactor": 1.0, - "maxConcurrentTasks": 50, + "maxConcurrentTasks": 24, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, @@ -608,6 +586,28 @@ "throughputPerHour": 56677.833333333336, "waiting": 100 }, + "Iluvatar_bi-150": { + "available": true, + "backlogHours": 0.0017643737649383645, + "canVerify": true, + "error": null, + "gpu": "Iluvatar_bi-150", + "healthFactor": 1.0, + "maxConcurrentTasks": 50, + "qualityFactor": 2.4999999994518927, + "queueFactor": 1.0, + "queueWeight": 1.0, + "recentSuccess": 340064, + "recentSuccessRate": 1.0, + "recentTerminal": 340064, + "recentWilsonLowerBound": 0.9999887034305217, + "running": 4, + "selectionWeight": 2.4999999994518927, + "stale": false, + "submissionEligible": true, + "throughputPerHour": 56677.333333333336, + "waiting": 100 + }, "Iluvatar_mrv-100": { "available": true, "backlogHours": 0.0017643737649383645, @@ -632,34 +632,12 @@ }, "Kunlunxin_p-800": { "available": true, - "backlogHours": 0.0017643582000017642, + "backlogHours": 0.0017643737649383645, "canVerify": true, "error": null, "gpu": "Kunlunxin_p-800", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 2.5, - "queueFactor": 1.0, - "queueWeight": 1.0, - "recentSuccess": 340067, - "recentSuccessRate": 1.0, - "recentTerminal": 340067, - "recentWilsonLowerBound": 0.9999887035301764, - "running": 4, - "selectionWeight": 2.5, - "stale": false, - "submissionEligible": true, - "throughputPerHour": 56677.833333333336, - "waiting": 100 - }, - "MetaX_c-500": { - "available": true, - "backlogHours": 0.0017643737649383645, - "canVerify": true, - "error": null, - "gpu": "MetaX_c-500", - "healthFactor": 1.0, - "maxConcurrentTasks": 4, "qualityFactor": 2.4999999994518927, "queueFactor": 1.0, "queueWeight": 1.0, @@ -674,6 +652,28 @@ "throughputPerHour": 56677.333333333336, "waiting": 100 }, + "MetaX_c-500": { + "available": true, + "backlogHours": 0.0017643582000017642, + "canVerify": true, + "error": null, + "gpu": "MetaX_c-500", + "healthFactor": 1.0, + "maxConcurrentTasks": 4, + "qualityFactor": 2.5, + "queueFactor": 1.0, + "queueWeight": 1.0, + "recentSuccess": 340067, + "recentSuccessRate": 1.0, + "recentTerminal": 340067, + "recentWilsonLowerBound": 0.9999887035301764, + "running": 4, + "selectionWeight": 2.5, + "stale": false, + "submissionEligible": true, + "throughputPerHour": 56677.833333333336, + "waiting": 100 + }, "Mthreads_s4000": { "available": true, "backlogHours": 0.0017643737649383645, @@ -698,24 +698,24 @@ }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 0.0017643737649383645, + "backlogHours": 0.0017643582000017642, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 2.4999999994518927, + "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, - "recentSuccess": 340064, + "recentSuccess": 340067, "recentSuccessRate": 1.0, - "recentTerminal": 340064, - "recentWilsonLowerBound": 0.9999887034305217, + "recentTerminal": 340067, + "recentWilsonLowerBound": 0.9999887035301764, "running": 4, - "selectionWeight": 2.4999999994518927, + "selectionWeight": 2.5, "stale": false, "submissionEligible": true, - "throughputPerHour": 56677.333333333336, + "throughputPerHour": 56677.833333333336, "waiting": 100 }, "Vastai_va16": { @@ -742,30 +742,30 @@ }, "hygon_k100-ai": { "available": true, - "backlogHours": 0.0017643737649383645, + "backlogHours": 0.0017643582000017642, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 2.4999999994518927, + "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, - "recentSuccess": 340064, + "recentSuccess": 340067, "recentSuccessRate": 1.0, - "recentTerminal": 340064, - "recentWilsonLowerBound": 0.9999887034305217, + "recentTerminal": 340067, + "recentWilsonLowerBound": 0.9999887035301764, "running": 4, - "selectionWeight": 2.4999999994518927, + "selectionWeight": 2.5, "stale": false, "submissionEligible": true, - "throughputPerHour": 56677.333333333336, + "throughputPerHour": 56677.833333333336, "waiting": 100 } }, - "queueAttemptedAt": "2026-10-25T00:36:42.356666+00:00", + "queueAttemptedAt": "2026-10-25T00:47:15.264962+00:00", "queueError": null, - "queueUpdatedAt": "2026-10-25T00:36:42.356666+00:00", + "queueUpdatedAt": "2026-10-25T00:47:15.264962+00:00", "supportedGpus": [ "Cambricon_mlu-370-x4", "Vastai_va16", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 03bd168285..86bc504344 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-25T00:45:14.275310+00:00", + "catalogUpdatedAt": "2026-10-25T00:47:15.264962+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-25T00:45:37.113632+00:00", + "generatedAt": "2026-10-25T00:47:19.853863+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -219,12 +219,34 @@ ], "updatedAt": "2026-10-25T00:45:14.685073+00:00" }, + "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|MetaX_c-500": { + "taskTypes": [ + "feature_emb", + "text-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-25T00:47:16.191939+00:00" + }, + "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Sunrise_pt-200-x1": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-10-25T00:47:16.266094+00:00" + }, "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], "updatedAt": "2026-10-25T00:45:14.626658+00:00" }, + "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|hygon_k100-ai": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": 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{ + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-25T00:47:18.010995+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": { "taskTypes": [ "text-generation", @@ -267,6 +311,20 @@ ], "updatedAt": "2026-10-25T00:45:23.961155+00:00" }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|MetaX_c-500": { + "taskTypes": [ + "feature_emb", + "text-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-25T00:47:18.133207+00:00" + }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Sunrise_pt-200-x1": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-10-25T00:47:18.168231+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Vastai_va16": { "taskTypes": [ "text-generation" @@ -279,6 +337,20 @@ ], "updatedAt": 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], + "updatedAt": "2026-10-25T00:47:16.800894+00:00" + }, "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], "updatedAt": "2026-10-25T00:45:16.982737+00:00" }, + "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|hygon_k100-ai": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-25T00:47:16.705139+00:00" + }, "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Ascend_910-b4": { "taskTypes": [ "text-generation", @@ -485,12 +615,34 @@ ], "updatedAt": "2026-10-25T00:45:18.152643+00:00" }, + "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|MetaX_c-500": { + "taskTypes": [ + "feature_emb", + "text-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-25T00:47:17.128497+00:00" + }, + 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"2026-10-25T00:47:15.085052+00:00", + "lastSyncTime": "2026-10-25T00:47:14.556583+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -600,25 +600,25 @@ "decisionSuccessRate": 0.0678, "decisionTotal": 59, "failureBreakdown": { - "ambiguous_runtime": 96, + "ambiguous_runtime": 97, "context_length": 9, "framework_architecture_unsupported": 45, "memory_capacity": 1, "platform_infrastructure": 1, "参数/模板问题": 42 }, - "failureCount": 194, - "failureRate": 0.9798, + "failureCount": 195, + "failureRate": 0.9799, "framework": "vllm_tokenizer_patch", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 4, - "successRate": 0.0202, + "successRate": 0.0201, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 198, - "unresolvedFailureCount": 138 + "total": 199, + "unresolvedFailureCount": 139 }, "Ascend_910-b3|vllm|text-generation": { "attributableFailureCount": 75, @@ -3361,7 +3361,7 @@ "decisionSuccessRate": 0.0535, "decisionTotal": 187, "failureBreakdown": { - "ambiguous_runtime": 215, + "ambiguous_runtime": 216, "backend_operator": 17, "context_length": 10, "framework_architecture_unsupported": 115, @@ -3373,18 +3373,18 @@ "tokenizer_compatibility": 2, "参数/模板问题": 135 }, - "failureCount": 530, + "failureCount": 531, "failureRate": 0.9815, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 3, "successCount": 10, "successRate": 0.0185, - "total": 540, - "unresolvedFailureCount": 350 + "total": 541, + "unresolvedFailureCount": 351 } }, - "generatedAt": "2026-10-25T00:10:52.651968+00:00", + "generatedAt": "2026-10-25T00:47:15.070671+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 133, @@ -3392,7 +3392,7 @@ "decisionSuccessRate": 0.1419, "decisionTotal": 155, "failureBreakdown": { - "ambiguous_runtime": 165, + "ambiguous_runtime": 166, "context_length": 9, "framework_architecture_unsupported": 116, "memory_capacity": 2, @@ -3404,15 +3404,15 @@ "日志缺失": 3, "验证失败": 27 }, - "failureCount": 403, - "failureRate": 0.9482, + "failureCount": 404, + "failureRate": 0.9484, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 22, - "successRate": 0.0518, - "total": 425, - "unresolvedFailureCount": 269 + "successRate": 0.0516, + "total": 426, + "unresolvedFailureCount": 270 }, "Ascend_910-b4": { "attributableFailureCount": 339, @@ -4176,10 +4176,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 1, + "ambiguous_runtime": 2, "参数/模板问题": 2 }, - "failureCount": 3, + "failureCount": 4, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "modelType": "k2_horizon", @@ -4191,8 +4191,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 3, - "unresolvedFailureCount": 3 + "total": 4, + "unresolvedFailureCount": 4 }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation|k2_horizon|none": { "attributableFailureCount": 0, @@ -28851,9 +28851,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { + "ambiguous_runtime": 1, "参数/模板问题": 1 }, - "failureCount": 1, + "failureCount": 2, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "loadSizeLog2Bucket": 32, @@ -28866,8 +28867,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 1 + "total": 2, + "unresolvedFailureCount": 2 }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation|k2_horizon|compressed-tensors|33": { "attributableFailureCount": 0, @@ -62022,15 +62023,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 18045, - "totalRecords": 18589, + "terminalRecords": 18046, + "totalRecords": 18590, "totals": { "attributableFailureCount": 6374, "decisionFailureRate": 0.866, "decisionSuccessRate": 0.134, "decisionTotal": 7360, "failureBreakdown": { - "ambiguous_runtime": 4679, + "ambiguous_runtime": 4680, "architecture_compatibility": 212, "attention_backend": 3, "backend_operator": 137, @@ -62046,21 +62047,20 @@ "日志缺失": 719, "验证失败": 676 }, - "failureCount": 17059, + "failureCount": 17060, "failureRate": 0.9454, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 972, "successCount": 986, "successRate": 0.0546, - "total": 18045, - "unresolvedFailureCount": 9713 + "total": 18046, + "unresolvedFailureCount": 9714 }, "warnings": [ "GPU Ascend_910-b4 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 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 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 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。", @@ -62068,8 +62068,9 @@ "GPU Biren_166m 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-x4 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 Sunrise_pt-200-x1 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 Cambricon_mlu-370-x8 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。", "组合 MetaX_c-500|vllm|visual-multi-modal 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。", @@ -62117,6 +62118,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 18589, + "summarizedRecords": 18590, "version": 1 } diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl index f68416edc0..0c8966c624 100644 --- a/.modelhub_state/recovery_intents.jsonl +++ b/.modelhub_state/recovery_intents.jsonl @@ -3804,6 +3804,18 @@ {"batchId": "b3082168f08a41d79c64de1eeaf1dc9f", "completedAt": "2026-10-24T23:12:59.480580+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:12:57.307432+00:00", "framework": "vllm_fix_tokenizer", 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