From e1de5bd518e21a9b0c373f26d4525da74e0d0af8 Mon Sep 17 00:00:00 2001 From: CoolBoy <2269097679@qq.com> Date: Sun, 25 Oct 2026 04:13:09 +0000 Subject: [PATCH] state: generation 35408 (intent) --- .../architecture_compatibility_blacklist.json | 2 +- .modelhub_state/market_intelligence.json | 136 +- .modelhub_state/official_capabilities.json | 3828 ++++++++--------- .modelhub_state/outcome_checkpoint.json | 253 +- .modelhub_state/recent_outcomes.jsonl | 4 +- .modelhub_state/recovery_intents.jsonl | 12 + manifest.json | 20 +- outcomes/submissions.jsonl | 2 - 8 files changed, 2001 insertions(+), 2256 deletions(-) diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index a0eaf1b4e1..91bde1df50 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -483,7 +483,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-10-25T04:11:19.535565+00:00", + "generatedAt": "2026-10-25T04:12:56.846405+00:00", "summary": { "activeBlockCount": 24, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 49f35516ce..fa8589b7a8 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -1,5 +1,5 @@ { - "communityAttemptedAt": "2026-10-25T04:07:36.457272+00:00", + "communityAttemptedAt": "2026-10-25T04:12:56.954955+00:00", "communityError": "ModelHubAPIError: 分页大小不能超过100", "communitySample": {}, "communityUpdatedAt": null, @@ -452,7 +452,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-25T04:11:19.650127+00:00", + "generatedAt": "2026-10-25T04:12:56.954955+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, @@ -469,7 +469,7 @@ "recentSuccessRate": 1.0, "recentTerminal": 340333, "recentWilsonLowerBound": 0.9999887123592559, - "running": 4, + "running": 3, "selectionWeight": 2.4999999990879367, "stale": false, "submissionEligible": true, @@ -478,24 +478,24 @@ }, "Ascend_910-b4": { "available": true, - "backlogHours": 0.0017629532993670997, + "backlogHours": 0.0017629791997837412, "canVerify": true, "error": null, "gpu": "Ascend_910-b4", "healthFactor": 1.0, "maxConcurrentTasks": 8, - "qualityFactor": 2.5, + "qualityFactor": 2.4999999990879367, "queueFactor": 1.0, "queueWeight": 1.0, - "recentSuccess": 340338, + "recentSuccess": 340333, "recentSuccessRate": 1.0, - "recentTerminal": 340338, - "recentWilsonLowerBound": 0.9999887125250837, - "running": 4, - "selectionWeight": 2.5, + "recentTerminal": 340333, + "recentWilsonLowerBound": 0.9999887123592559, + "running": 3, + "selectionWeight": 2.4999999990879367, "stale": false, "submissionEligible": true, - "throughputPerHour": 56723.0, + "throughputPerHour": 56722.166666666664, "waiting": 100 }, "Biren_166m": { @@ -513,7 +513,7 @@ "recentSuccessRate": 1.0, "recentTerminal": 340338, "recentWilsonLowerBound": 0.9999887125250837, - "running": 4, + "running": 3, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, @@ -535,7 +535,7 @@ "recentSuccessRate": 1.0, "recentTerminal": 340333, "recentWilsonLowerBound": 0.9999887123592559, - "running": 4, + "running": 3, "selectionWeight": 2.4999999990879367, "stale": false, "submissionEligible": true, @@ -544,24 +544,24 @@ }, "Cambricon_mlu-370-x8": { "available": true, - "backlogHours": 0.0017629791997837412, + "backlogHours": 0.0017629532993670997, "canVerify": true, "error": null, "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 2.4999999990879367, + "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, - "recentSuccess": 340333, + "recentSuccess": 340338, "recentSuccessRate": 1.0, - "recentTerminal": 340333, - "recentWilsonLowerBound": 0.9999887123592559, - "running": 4, - "selectionWeight": 2.4999999990879367, + "recentTerminal": 340338, + "recentWilsonLowerBound": 0.9999887125250837, + "running": 3, + "selectionWeight": 2.5, "stale": false, "submissionEligible": true, - "throughputPerHour": 56722.166666666664, + "throughputPerHour": 56723.0, "waiting": 100 }, "Iluvatar_bi-100": { @@ -579,7 +579,7 @@ "recentSuccessRate": 1.0, "recentTerminal": 340338, "recentWilsonLowerBound": 0.9999887125250837, - "running": 4, + "running": 3, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, @@ -601,7 +601,7 @@ "recentSuccessRate": 1.0, "recentTerminal": 340333, "recentWilsonLowerBound": 0.9999887123592559, - "running": 4, + "running": 3, "selectionWeight": 2.4999999990879367, "stale": false, "submissionEligible": true, @@ -623,7 +623,7 @@ "recentSuccessRate": 1.0, "recentTerminal": 340338, "recentWilsonLowerBound": 0.9999887125250837, - "running": 4, + "running": 3, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, @@ -645,7 +645,7 @@ "recentSuccessRate": 1.0, "recentTerminal": 340333, "recentWilsonLowerBound": 0.9999887123592559, - "running": 4, + "running": 3, "selectionWeight": 2.4999999990879367, "stale": false, "submissionEligible": true, @@ -654,12 +654,34 @@ }, "MetaX_c-500": { "available": true, - "backlogHours": 0.0017629532993670997, + "backlogHours": 0.0017629791997837412, "canVerify": true, "error": null, "gpu": "MetaX_c-500", "healthFactor": 1.0, "maxConcurrentTasks": 4, + "qualityFactor": 2.4999999990879367, + "queueFactor": 1.0, + "queueWeight": 1.0, + "recentSuccess": 340333, + "recentSuccessRate": 1.0, + "recentTerminal": 340333, + "recentWilsonLowerBound": 0.9999887123592559, + "running": 3, + "selectionWeight": 2.4999999990879367, + "stale": false, + "submissionEligible": true, + "throughputPerHour": 56722.166666666664, + "waiting": 100 + }, + "Mthreads_s4000": { + "available": true, + "backlogHours": 0.0017629532993670997, + "canVerify": true, + "error": null, + "gpu": "Mthreads_s4000", + "healthFactor": 1.0, + "maxConcurrentTasks": 4, "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, @@ -667,77 +689,55 @@ "recentSuccessRate": 1.0, "recentTerminal": 340338, "recentWilsonLowerBound": 0.9999887125250837, - "running": 4, + "running": 3, "selectionWeight": 2.5, "stale": false, "submissionEligible": true, "throughputPerHour": 56723.0, "waiting": 100 }, - "Mthreads_s4000": { - "available": true, - "backlogHours": 0.0017629791997837412, - "canVerify": true, - "error": null, - "gpu": "Mthreads_s4000", - "healthFactor": 1.0, - "maxConcurrentTasks": 4, - "qualityFactor": 2.4999999990879367, - "queueFactor": 1.0, - "queueWeight": 1.0, - "recentSuccess": 340333, - "recentSuccessRate": 1.0, - "recentTerminal": 340333, - "recentWilsonLowerBound": 0.9999887123592559, - "running": 4, - "selectionWeight": 2.4999999990879367, - "stale": false, - "submissionEligible": true, - "throughputPerHour": 56722.166666666664, - "waiting": 100 - }, "Sunrise_pt-200-x1": { "available": true, - "backlogHours": 0.0017629791997837412, + "backlogHours": 0.0017629532993670997, "canVerify": true, "error": null, "gpu": "Sunrise_pt-200-x1", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 2.4999999990879367, + "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, - "recentSuccess": 340333, + "recentSuccess": 340338, "recentSuccessRate": 1.0, - "recentTerminal": 340333, - "recentWilsonLowerBound": 0.9999887123592559, - "running": 4, - "selectionWeight": 2.4999999990879367, + "recentTerminal": 340338, + "recentWilsonLowerBound": 0.9999887125250837, + "running": 3, + "selectionWeight": 2.5, "stale": false, "submissionEligible": true, - "throughputPerHour": 56722.166666666664, + "throughputPerHour": 56723.0, "waiting": 100 }, "Vastai_va16": { "available": true, - "backlogHours": 0.0017629791997837412, + "backlogHours": 0.0017629532993670997, "canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, - "qualityFactor": 2.4999999990879367, + "qualityFactor": 2.5, "queueFactor": 1.0, "queueWeight": 1.0, - "recentSuccess": 340333, + "recentSuccess": 340338, "recentSuccessRate": 1.0, - "recentTerminal": 340333, - "recentWilsonLowerBound": 0.9999887123592559, - "running": 4, - "selectionWeight": 2.4999999990879367, + "recentTerminal": 340338, + "recentWilsonLowerBound": 0.9999887125250837, + "running": 3, + "selectionWeight": 2.5, "stale": false, "submissionEligible": true, - "throughputPerHour": 56722.166666666664, + "throughputPerHour": 56723.0, "waiting": 100 }, "hygon_k100-ai": { @@ -755,7 +755,7 @@ "recentSuccessRate": 1.0, "recentTerminal": 340333, "recentWilsonLowerBound": 0.9999887123592559, - "running": 4, + "running": 3, "selectionWeight": 2.4999999990879367, "stale": false, "submissionEligible": true, @@ -763,9 +763,9 @@ "waiting": 100 } }, - "queueAttemptedAt": "2026-10-25T04:02:17.467816+00:00", + "queueAttemptedAt": "2026-10-25T04:12:56.954955+00:00", "queueError": null, - "queueUpdatedAt": "2026-10-25T04:02:17.467816+00:00", + "queueUpdatedAt": "2026-10-25T04:12:56.954955+00:00", "supportedGpus": [ "Cambricon_mlu-370-x4", "Vastai_va16", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 6aede86996..49afcc49c5 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-25T04:11:19.650127+00:00", + "catalogUpdatedAt": "2026-10-25T04:12:56.954955+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-25T04:11:19.650127+00:00", + "generatedAt": "2026-10-25T04:13:08.941359+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -150,67 +150,6 @@ } }, "modelGpuTaskTypes": { - "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Ascend_910-b4": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-25T04:05:35.241215+00:00" - }, - "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Biren_166m": { - "taskTypes": [ - "text-generation" - ], - "updatedAt": "2026-10-25T04:05:35.206689+00:00" - }, - "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Cambricon_mlu-370-x4": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-25T04:05:35.339948+00:00" - }, - "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Iluvatar_bi-100": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-25T04:05:35.306377+00:00" - }, - "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Iluvatar_mrv-100": { - "taskTypes": [ - "asr", - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-25T04:05:35.173600+00:00" - }, - "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|MetaX_c-500": { - "taskTypes": [ - "feature_emb", - "text-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-25T04:05:35.274216+00:00" - }, - "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Ascend_910-b4": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-25T04:07:37.747836+00:00" - }, - "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Biren_166m": { - "taskTypes": [ - "text-generation" - ], - "updatedAt": "2026-10-25T04:07:37.702359+00:00" - }, "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Cambricon_mlu-370-x4": { "taskTypes": [ "text-generation", @@ -219,6 +158,14 @@ ], "updatedAt": "2026-10-25T04:09:42.164638+00:00" }, + "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Cambricon_mlu-370-x8": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-25T04:12:57.970939+00:00" + }, "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Iluvatar_bi-100": { "taskTypes": [ "text-generation", @@ -227,22 +174,17 @@ ], "updatedAt": "2026-10-25T04:09:42.116967+00:00" }, - "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Iluvatar_mrv-100": { + "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Sunrise_pt-200-x1": { "taskTypes": [ - "asr", - "text-generation", - "text-to-image-generation", - "visual-multi-modal" + "text-generation" ], - "updatedAt": "2026-10-25T04:07:37.639593+00:00" + "updatedAt": "2026-10-25T04:12:57.932081+00:00" }, - "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|MetaX_c-500": { + "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Vastai_va16": { "taskTypes": [ - "feature_emb", - "text-generation", - "visual-multi-modal" + "text-generation" ], - "updatedAt": "2026-10-25T04:07:37.802522+00:00" + "updatedAt": "2026-10-25T04:12:57.888507+00:00" }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b4": { "taskTypes": [ @@ -266,6 +208,14 @@ ], "updatedAt": "2026-10-25T04:07:47.377264+00:00" }, + "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x8": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-25T04:13:01.580164+00:00" + }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-100": { "taskTypes": [ "text-generation", @@ -291,6 +241,18 @@ ], "updatedAt": "2026-10-25T04:07:47.248851+00:00" }, + "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Sunrise_pt-200-x1": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-10-25T04:13:01.520032+00:00" + }, + "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Vastai_va16": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-10-25T04:13:01.458872+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": { "taskTypes": [ "text-generation", @@ -313,6 +275,14 @@ ], "updatedAt": "2026-10-25T04:07:47.821607+00:00" }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x8": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-25T04:13:01.691167+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_bi-100": { "taskTypes": [ "text-generation", @@ -338,6 +308,18 @@ ], "updatedAt": "2026-10-25T04:07:47.726813+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": "2026-10-25T04:13:01.639143+00:00" + }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Vastai_va16": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-10-25T04:13:01.600419+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Biren_166m": { "taskTypes": [ "text-generation" @@ -352,6 +334,14 @@ ], "updatedAt": "2026-10-25T04:07:47.306062+00:00" }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Cambricon_mlu-370-x8": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-25T04:13:01.512439+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_bi-100": { "taskTypes": [ "text-generation", @@ -377,6 +367,18 @@ ], "updatedAt": "2026-10-25T04:07:47.213120+00:00" }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Sunrise_pt-200-x1": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-10-25T04:13:01.460454+00:00" + }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Vastai_va16": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-10-25T04:13:01.427029+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Ascend_910-b4": { "taskTypes": [ "text-generation", @@ -399,6 +401,14 @@ ], "updatedAt": "2026-10-25T04:07:47.369870+00:00" }, + 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"https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|Iluvatar_mrv-100": { - "taskTypes": [ - "asr", - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-25T04:05:46.310014+00:00" - }, - "https://modelscope.cn/models/yuyuyu223/DeepSeek-V4.1-Flash-1017-EXL3-3bpw-2xRTXPRO6000|2026-10-18T16:45:40+00:00|MetaX_c-500": { - "taskTypes": [ - "feature_emb", - "text-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-25T04:05:46.463408+00:00" + "updatedAt": "2026-10-25T04:12:58.644132+00:00" } }, "taskTree": [ @@ -6686,6 +6324,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-10-25T04:11:19.650127+00:00", + "taskTreeUpdatedAt": "2026-10-25T04:12:56.954955+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index a47db3b4e7..50b83e0ba4 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-10-25T04:09:41.734219+00:00", - "lastSyncTime": "2026-10-25T04:09:41.435062+00:00", + "generatedAt": "2026-10-25T04:12:56.747018+00:00", + "lastSyncTime": "2026-10-25T04:12:56.440398+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -600,25 +600,25 @@ "decisionSuccessRate": 0.0678, "decisionTotal": 59, "failureBreakdown": { - "ambiguous_runtime": 98, + "ambiguous_runtime": 99, "context_length": 9, "framework_architecture_unsupported": 45, "memory_capacity": 1, "platform_infrastructure": 1, "参数/模板问题": 42 }, - "failureCount": 196, - "failureRate": 0.98, + "failureCount": 197, + "failureRate": 0.9801, "framework": "vllm_tokenizer_patch", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 4, - "successRate": 0.02, + "successRate": 0.0199, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 200, - "unresolvedFailureCount": 140 + "total": 201, + "unresolvedFailureCount": 141 }, "Ascend_910-b3|vllm|text-generation": { "attributableFailureCount": 75, @@ -2146,10 +2146,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 200, + "ambiguous_runtime": 201, "参数/模板问题": 14 }, - "failureCount": 214, + "failureCount": 215, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "pendingCount": 0, @@ -2159,8 +2159,8 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 214, - "unresolvedFailureCount": 214 + "total": 215, + "unresolvedFailureCount": 215 }, "Kunlunxin_p-800|vllm_tokenizer_patch|text-generation": { "attributableFailureCount": 61, @@ -3336,7 +3336,7 @@ "decisionSuccessRate": 0.0348, "decisionTotal": 201, "failureBreakdown": { - "ambiguous_runtime": 443, + "ambiguous_runtime": 444, "backend_operator": 11, "framework_architecture_unsupported": 59, "memory_capacity": 11, @@ -3345,15 +3345,15 @@ "tokenizer_compatibility": 100, "参数/模板问题": 43 }, - "failureCount": 716, + "failureCount": 717, "failureRate": 0.9903, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 36, "successCount": 7, "successRate": 0.0097, - "total": 723, - "unresolvedFailureCount": 486 + "total": 724, + "unresolvedFailureCount": 487 }, "vllm_tokenizer_patch": { "attributableFailureCount": 178, @@ -3361,7 +3361,7 @@ "decisionSuccessRate": 0.0532, "decisionTotal": 188, "failureBreakdown": { - "ambiguous_runtime": 217, + "ambiguous_runtime": 218, "backend_operator": 17, "context_length": 10, "framework_architecture_unsupported": 116, @@ -3373,18 +3373,18 @@ "tokenizer_compatibility": 2, "参数/模板问题": 135 }, - "failureCount": 533, + "failureCount": 534, "failureRate": 0.9816, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 3, "successCount": 10, "successRate": 0.0184, - "total": 543, - "unresolvedFailureCount": 352 + "total": 544, + "unresolvedFailureCount": 353 } }, - "generatedAt": "2026-10-25T04:09:41.720984+00:00", + "generatedAt": "2026-10-25T04:12:56.732672+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 133, @@ -3392,7 +3392,7 @@ "decisionSuccessRate": 0.1419, "decisionTotal": 155, "failureBreakdown": { - "ambiguous_runtime": 167, + "ambiguous_runtime": 168, "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": 405, - "failureRate": 0.9485, + "failureCount": 406, + "failureRate": 0.9486, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 22, - "successRate": 0.0515, - "total": 427, - "unresolvedFailureCount": 271 + "successRate": 0.0514, + "total": 428, + "unresolvedFailureCount": 272 }, "Ascend_910-b4": { "attributableFailureCount": 340, @@ -3617,7 +3617,7 @@ "decisionSuccessRate": 0.066, "decisionTotal": 106, "failureBreakdown": { - "ambiguous_runtime": 289, + "ambiguous_runtime": 290, "backend_operator": 23, "framework_architecture_unsupported": 37, "memory_capacity": 3, @@ -3630,15 +3630,15 @@ "日志缺失": 1, "验证失败": 23 }, - "failureCount": 471, + "failureCount": 472, "failureRate": 0.9854, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 7, "successRate": 0.0146, - "total": 478, - "unresolvedFailureCount": 371 + "total": 479, + "unresolvedFailureCount": 372 }, "Kunlunxin_r-200-8f": { "attributableFailureCount": 0, @@ -4869,9 +4869,9 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 2 + "ambiguous_runtime": 3 }, - "failureCount": 2, + "failureCount": 3, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "modelType": "qwen3", @@ -4883,8 +4883,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 2, - "unresolvedFailureCount": 2 + "total": 3, + "unresolvedFailureCount": 3 }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation|qwen3|none": { "attributableFailureCount": 0, @@ -17867,6 +17867,29 @@ "total": 5, "unresolvedFailureCount": 5 }, + "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|plamo3|none": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_fix_tokenizer", + "modelType": "plamo3", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|prism_hadamard_qwen35|none": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -25895,13 +25918,14 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { + "ambiguous_runtime": 1, "参数/模板问题": 2 }, - "failureCount": 2, + "failureCount": 3, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-10-13T22:17:18.970462+00:00", + "lastTerminalAt": "2026-10-25T04:12:56.440372+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -25909,8 +25933,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 2, - "unresolvedFailureCount": 2 + "total": 3, + "unresolvedFailureCount": 3 }, "Ascend_910-b3|vllm|text-generation": { "attributableFailureCount": 4, @@ -26231,10 +26255,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 10, + "ambiguous_runtime": 11, "参数/模板问题": 5 }, - "failureCount": 15, + "failureCount": 16, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastPlatformFailureAt": null, @@ -26246,8 +26270,8 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 15, - "unresolvedFailureCount": 15 + "total": 16, + "unresolvedFailureCount": 16 }, "MetaX_c-500|unknown|text-generation": { "attributableFailureCount": 0, @@ -26561,6 +26585,31 @@ } }, "recentProfileCombinationStats": { + "Ascend_910-b3|vllm_tokenizer_patch|text-generation|qwen3|compressed-tensors": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_tokenizer_patch", + "lastTerminalAt": "2026-10-25T04:12:56.440372+00:00", + "modelType": "qwen3", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "compressed-tensors", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Ascend_910-b3", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Ascend_910-b3|vllm|text-generation|mini_k3|none": { "attributableFailureCount": 4, "consecutiveFailures": 4, @@ -27691,6 +27740,31 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|plamo3|none": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_fix_tokenizer", + "lastTerminalAt": "2026-10-25T04:12:56.440398+00:00", + "modelType": "plamo3", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|qwen3_5_moe|none": { "attributableFailureCount": 0, "consecutiveFailures": 0, @@ -28316,31 +28390,6 @@ "total": 1, "unresolvedFailureCount": 1 }, - "hygon_k100-ai|vllm-patch-tokenizer|text-generation|qwen3_5|none": { - "attributableFailureCount": 1, - "consecutiveFailures": 1, - "decisionFailureRate": 1.0, - "decisionSuccessRate": 0.0, - "decisionTotal": 1, - "failureBreakdown": { - "framework_architecture_unsupported": 1 - }, - "failureCount": 1, - "failureRate": 1.0, - "framework": "vllm-patch-tokenizer", - "lastTerminalAt": "2026-10-07T03:40:15.756923+00:00", - "modelType": "qwen3_5", - "pendingCount": 0, - "pendingRate": 0.0, - "platformFailureCount": 0, - "quantizationMethod": "none", - "successCount": 0, - "successRate": 0.0, - "targetGpu": "hygon_k100-ai", - "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 0 - }, "hygon_k100-ai|vllm-patch-tokenizer|text-generation|spark2_5|compressed-tensors": { "attributableFailureCount": 1, "consecutiveFailures": 1, @@ -30217,6 +30266,30 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Ascend_910-b3|vllm_tokenizer_patch|text-generation|qwen3|compressed-tensors|31": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_tokenizer_patch", + "loadSizeLog2Bucket": 31, + "modelType": "qwen3", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "compressed-tensors", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Ascend_910-b3", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation|qwen3|compressed-tensors|34": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -49913,6 +49986,30 @@ "total": 3, "unresolvedFailureCount": 3 }, + "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|plamo3|none|30": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_fix_tokenizer", + "loadSizeLog2Bucket": 30, + "modelType": "plamo3", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|prism_hadamard_qwen35|none|33": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -62145,15 +62242,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 18051, - "totalRecords": 18595, + "terminalRecords": 18053, + "totalRecords": 18597, "totals": { "attributableFailureCount": 6375, "decisionFailureRate": 0.8661, "decisionSuccessRate": 0.1339, "decisionTotal": 7361, "failureBreakdown": { - "ambiguous_runtime": 4684, + "ambiguous_runtime": 4686, "architecture_compatibility": 212, "attention_backend": 3, "backend_operator": 137, @@ -62169,20 +62266,21 @@ "日志缺失": 719, "验证失败": 676 }, - "failureCount": 17065, + "failureCount": 17067, "failureRate": 0.9454, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 972, "successCount": 986, "successRate": 0.0546, - "total": 18051, - "unresolvedFailureCount": 9718 + "total": 18053, + "unresolvedFailureCount": 9720 }, "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。", @@ -62190,9 +62288,8 @@ "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 Cambricon_mlu-370-x8 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 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。", @@ -62240,6 +62337,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 18595, + "summarizedRecords": 18597, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 55ca15e5a9..a3cc2aedb1 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,4 @@ +{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-10-25T04:12:56.440372+00:00", "modelId": "cyankiwi/AgentCPM-Explore-AWQ-4bit", "modelProfile": {"architectures": ["Qwen3ForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 3600063736, "estimatedRequiredGiB": 4.041, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3", "modelscopeFileSize": 3615960571, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4411424256, 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