From 6e6e190839825f5477b6fab7cb7d83d20242790b Mon Sep 17 00:00:00 2001 From: CoolBoy <2269097679@qq.com> Date: Mon, 21 Sep 2026 01:37:39 +0000 Subject: [PATCH] state: generation 11063 (intent) --- .../architecture_compatibility_blacklist.json | 34 +- .modelhub_state/market_intelligence.json | 268 +- .modelhub_state/official_capabilities.json | 2994 ++++++++--------- .modelhub_state/outcome_checkpoint.json | 661 +++- .modelhub_state/queue_cleanup_latest.json | 111 +- .modelhub_state/recent_outcomes.jsonl | 10 +- .modelhub_state/recovery_intents.jsonl | 60 + manifest.json | 22 +- outcomes/submissions.jsonl | 15 +- 9 files changed, 2189 insertions(+), 1986 deletions(-) diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 33a51db0da..abee4ec8df 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -230,7 +230,7 @@ "ascend_910-b3|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 8, + "evidenceCount": 6, "expiresAt": "2026-10-20T11:23:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-20T11:23:21+00:00", @@ -692,6 +692,25 @@ "targetGpu": "Biren_166m", "taskType": "text-generation" }, + "cambricon_mlu-370-x4|vllm|text-generation|model_type:nemotron_h": { + "architectureSignature": "model_type:nemotron_h", + "architectures": [], + "evidenceCount": 1, + "expiresAt": "2026-10-20T02:52:52.152592+00:00", + "framework": "vllm", + "latestFailureAt": "2026-09-20T02:52:52.152592+00:00", + "latestSuccessfulAt": null, + "matchType": "model_type", + "modelType": "nemotron_h", + "sourceModelIds": [ + "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8" + ], + "sourceTaskIds": [ + "4969082" + ], + "targetGpu": "Cambricon_mlu-370-x4", + "taskType": "text-generation" + }, "cambricon_mlu-370-x8|vllm-customized|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], @@ -2245,7 +2264,7 @@ "vastai_va16|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 5, + "evidenceCount": 4, "expiresAt": "2026-10-19T23:03:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-19T23:03:21+00:00", @@ -2256,15 +2275,13 @@ "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "ornith-ai/Ornith-1.5-9B-MLX-8bit", - "cyankiwi/Ornith-1.5-9B-AWQ-INT4", - "callmezcc/Qwen3.8-27B-GPTQ-W4A16" + "cyankiwi/Ornith-1.5-9B-AWQ-INT4" ], "sourceTaskIds": [ "4609086", "4609094", "4609081", - "4609101", - "4609083" + "4609101" ], "targetGpu": "Vastai_va16", "taskType": "text-generation" @@ -2348,15 +2365,16 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-21T01:08:26.066868+00:00", + "generatedAt": "2026-09-21T01:35:46.045623+00:00", "summary": { - "activeBlockCount": 115, + "activeBlockCount": 116, "byGpuFramework": { "Ascend_910-b3|vllm": 11, "Ascend_910-b3|vllm_tokenizer_patch": 5, "Ascend_910-b4|vllm": 12, "Ascend_910-b4|vllm_tokenizer_patch": 3, "Biren_166m|vllm": 3, + "Cambricon_mlu-370-x4|vllm": 1, "Cambricon_mlu-370-x8|vllm": 7, "Cambricon_mlu-370-x8|vllm-customized": 1, "Cambricon_mlu-370-x8|vllm-mlu": 5, diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 6c9ab23254..be4c8b165d 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -425,95 +425,95 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-21T01:22:58.781060+00:00", + "generatedAt": "2026-09-21T01:35:59.061816+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 824.8421052631579, + "backlogHours": 819.9767441860465, "canVerify": true, "error": null, "gpu": "Ascend_910-b3", 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0.9283251313908294, "recentSuccess": 17, - "recentSuccessRate": 0.265625, - "recentTerminal": 64, - "recentWilsonLowerBound": 0.1729623856953776, + "recentSuccessRate": 0.25, + "recentTerminal": 68, + "recentWilsonLowerBound": 0.16234881695499528, "running": 7, - "selectionWeight": 0.7634861174024359, + "selectionWeight": 0.7028366064463261, "stale": false, "submissionEligible": true, - "throughputPerHour": 10.666666666666666, - "waiting": 15033 + "throughputPerHour": 11.333333333333334, + "waiting": 15031 }, "Cambricon_mlu-370-x8": { "available": true, @@ -523,15 +523,15 @@ "gpu": "Cambricon_mlu-370-x8", "healthFactor": 1.0, "maxConcurrentTasks": 7, - "qualityFactor": 0.34068530526609, - "queueFactor": 1.1078847037880069, - "queueWeight": 1.1078847037880069, + "qualityFactor": 0.35739633613266014, + "queueFactor": 1.107385104004838, + "queueWeight": 1.107385104004838, "recentSuccess": 23, "recentSuccessRate": 0.16911764705882354, "recentTerminal": 136, "recentWilsonLowerBound": 0.11541583950698799, "running": 7, - "selectionWeight": 0.3774400385096488, + "selectionWeight": 0.3957753788592139, "stale": false, "submissionEligible": true, "throughputPerHour": 22.666666666666668, @@ -539,7 +539,7 @@ }, "Iluvatar_bi-100": { "available": true, - "backlogHours": 46.63291139240506, + "backlogHours": 44.306306306306304, "canVerify": true, "error": null, "gpu": "Iluvatar_bi-100", @@ -548,170 +548,170 @@ "qualityFactor": 0.05, "queueFactor": 1.3, "queueWeight": 1.3, - "recentSuccess": 10, - "recentSuccessRate": 0.03164556962025317, - "recentTerminal": 316, - "recentWilsonLowerBound": 0.017278204490256983, + "recentSuccess": 7, + "recentSuccessRate": 0.021021021021021023, + "recentTerminal": 333, + "recentWilsonLowerBound": 0.010218956030478198, "running": 24, "selectionWeight": 0.065, "stale": false, "submissionEligible": false, - "throughputPerHour": 52.666666666666664, - "waiting": 2456 + "throughputPerHour": 55.5, + "waiting": 2459 }, "Iluvatar_bi-150": { 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"Iluvatar_mrv-100": { "available": true, - "backlogHours": 2766.171428571429, + "backlogHours": 2689.6666666666665, "canVerify": true, "error": null, "gpu": "Iluvatar_mrv-100", "healthFactor": 1.0, "maxConcurrentTasks": 2, - "qualityFactor": 0.730678449616198, - "queueFactor": 0.8317803662624534, - "queueWeight": 0.8317803662624534, + "qualityFactor": 0.7179930681067661, + "queueFactor": 0.8349103993106876, + "queueWeight": 0.8349103993106876, "recentSuccess": 10, - "recentSuccessRate": 0.2857142857142857, - "recentTerminal": 35, - "recentWilsonLowerBound": 0.16326363398295565, + "recentSuccessRate": 0.2777777777777778, + "recentTerminal": 36, + "recentWilsonLowerBound": 0.15848170025813796, "running": 2, - "selectionWeight": 0.6077639884418428, + "selectionWeight": 0.5994598791953257, "stale": false, "submissionEligible": true, - "throughputPerHour": 5.833333333333333, - "waiting": 16136 + "throughputPerHour": 6.0, + "waiting": 16138 }, "Kunlunxin_p-800": { "available": true, - 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"canVerify": true, "error": null, "gpu": "Vastai_va16", "healthFactor": 1.0, "maxConcurrentTasks": 16, "qualityFactor": 0.05, - "queueFactor": 0.9695890981445328, - "queueWeight": 0.9695890981445328, + "queueFactor": 0.964094001978476, + "queueWeight": 0.964094001978476, "recentSuccess": 5, - "recentSuccessRate": 0.05747126436781609, - "recentTerminal": 87, - "recentWilsonLowerBound": 0.02479527215679454, + "recentSuccessRate": 0.05952380952380952, + "recentTerminal": 84, + "recentWilsonLowerBound": 0.025690182263433017, "running": 16, - "selectionWeight": 0.04847945490722664, + "selectionWeight": 0.0482047000989238, "stale": false, "submissionEligible": false, - "throughputPerHour": 14.5, - "waiting": 14434 + "throughputPerHour": 14.0, + "waiting": 14431 }, "hygon_k100-ai": { "available": true, @@ -721,24 +721,24 @@ "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 0.2695987726288973, - "queueFactor": 1.0027353193688948, - "queueWeight": 1.0027353193688948, - "recentSuccess": 19, - "recentSuccessRate": 0.15833333333333333, + "qualityFactor": 0.24402354355627057, + "queueFactor": 1.0022831366224234, + "queueWeight": 1.0022831366224234, + "recentSuccess": 18, + "recentSuccessRate": 0.15, "recentTerminal": 120, - "recentWilsonLowerBound": 0.10376896007675634, + "recentWilsonLowerBound": 0.09703734033668818, "running": 6, - "selectionWeight": 0.2703362113734994, + "selectionWeight": 0.24458068264529742, "stale": false, "submissionEligible": true, "throughputPerHour": 20.0, "waiting": 15912 } }, - "queueAttemptedAt": "2026-09-21T01:21:37.210265+00:00", + "queueAttemptedAt": "2026-09-21T01:35:59.061816+00:00", "queueError": null, - "queueUpdatedAt": "2026-09-21T01:21:37.210265+00:00", + "queueUpdatedAt": "2026-09-21T01:35:59.061816+00:00", "supportedGpus": [ "Vastai_va16", "Kunlunxin_p-800", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index e5f927445e..f91075a9c1 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-21T01:22:58.781060+00:00", + "catalogUpdatedAt": "2026-09-21T01:35:59.061816+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-21T01:23:55.461891+00:00", + "generatedAt": "2026-09-21T01:37:38.360342+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -154,64 +154,13 @@ "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-21T01:23:23.920909+00:00" + "updatedAt": "2026-09-21T01:36:41.969650+00:00" }, "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-21T01:23:23.765477+00:00" - }, - "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Biren_166m": { - "taskTypes": [ - 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[ @@ -5410,19 +5172,19 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-21T01:23:38.775526+00:00" + "updatedAt": "2026-09-21T01:37:15.452098+00:00" }, "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Sunrise_pt-200-x1": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-21T01:23:38.806554+00:00" + "updatedAt": "2026-09-21T01:37:15.515133+00:00" }, "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Biren_166m": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-21T01:23:38.238652+00:00" + "updatedAt": "2026-09-21T01:37:14.719146+00:00" }, "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Cambricon_mlu-370-x4": { "taskTypes": [ @@ -5430,7 +5192,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-21T01:23:38.273360+00:00" + "updatedAt": "2026-09-21T01:37:14.756211+00:00" }, 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"visual-multi-modal" ], - "updatedAt": "2026-09-21T01:23:37.969299+00:00" + "updatedAt": "2026-09-21T01:37:14.284061+00:00" }, "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -5489,7 +5251,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-21T01:23:38.281588+00:00" + "updatedAt": "2026-09-21T01:37:14.606615+00:00" }, "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -5498,13 +5260,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-21T01:23:38.003870+00:00" + "updatedAt": "2026-09-21T01:37:14.322328+00:00" }, "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-21T01:23:38.238185+00:00" + "updatedAt": "2026-09-21T01:37:14.533937+00:00" }, "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|MetaX_c-500": { "taskTypes": [ @@ -5512,19 +5274,19 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-21T01:23:38.315571+00:00" + "updatedAt": "2026-09-21T01:37:14.573956+00:00" }, "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Sunrise_pt-200-x1": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-21T01:23:38.355543+00:00" + "updatedAt": "2026-09-21T01:37:14.644574+00:00" }, "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Biren_166m": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-21T01:23:37.835591+00:00" + "updatedAt": "2026-09-21T01:37:14.234317+00:00" }, "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x4": { "taskTypes": [ @@ -5532,7 +5294,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-21T01:23:37.868508+00:00" + "updatedAt": "2026-09-21T01:37:14.264452+00:00" }, "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -5540,7 +5302,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-21T01:23:38.138446+00:00" + "updatedAt": "2026-09-21T01:37:14.614216+00:00" }, "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -5549,13 +5311,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-21T01:23:37.897910+00:00" + "updatedAt": "2026-09-21T01:37:14.298966+00:00" }, "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-21T01:23:38.106788+00:00" + "updatedAt": "2026-09-21T01:37:14.532293+00:00" }, 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"updatedAt": "2026-09-21T01:36:37.774293+00:00" }, "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-21T01:23:21.515766+00:00" + "updatedAt": "2026-09-21T01:36:38.660908+00:00" } }, "taskTree": [ @@ -6348,6 +6110,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-21T01:22:58.781060+00:00", + "taskTreeUpdatedAt": "2026-09-21T01:35:59.061816+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index e98faea976..2c71f6b8c4 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-21T01:08:25.997661+00:00", - "lastSyncTime": "2026-09-21T01:08:25.664348+00:00", + "generatedAt": "2026-09-21T01:35:58.987790+00:00", + "lastSyncTime": "2026-09-21T01:35:58.922025+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -234,7 +234,7 @@ "ascend_910-b3|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 8, + "evidenceCount": 6, "expiresAt": "2026-10-20T11:23:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-20T11:23:21+00:00", @@ -696,6 +696,25 @@ "targetGpu": "Biren_166m", "taskType": "text-generation" }, + "cambricon_mlu-370-x4|vllm|text-generation|model_type:nemotron_h": { + "architectureSignature": "model_type:nemotron_h", + "architectures": [], + "evidenceCount": 1, + "expiresAt": "2026-10-20T02:52:52.152592+00:00", + "framework": "vllm", + "latestFailureAt": "2026-09-20T02:52:52.152592+00:00", + "latestSuccessfulAt": null, + "matchType": "model_type", + "modelType": "nemotron_h", + "sourceModelIds": [ + "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8" + ], + "sourceTaskIds": [ + "4969082" + ], + "targetGpu": "Cambricon_mlu-370-x4", + "taskType": "text-generation" + }, "cambricon_mlu-370-x8|vllm-customized|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], @@ -2249,7 +2268,7 @@ "vastai_va16|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 5, + "evidenceCount": 4, "expiresAt": "2026-10-19T23:03:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-19T23:03:21+00:00", @@ -2260,15 +2279,13 @@ "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "ornith-ai/Ornith-1.5-9B-MLX-8bit", - "cyankiwi/Ornith-1.5-9B-AWQ-INT4", - "callmezcc/Qwen3.8-27B-GPTQ-W4A16" + "cyankiwi/Ornith-1.5-9B-AWQ-INT4" ], "sourceTaskIds": [ "4609086", "4609094", "4609081", - "4609101", - "4609083" + "4609101" ], "targetGpu": "Vastai_va16", "taskType": "text-generation" @@ -2353,13 +2370,14 @@ } }, "architectureCompatibilitySummary": { - "activeBlockCount": 115, + "activeBlockCount": 116, "byGpuFramework": { "Ascend_910-b3|vllm": 11, "Ascend_910-b3|vllm_tokenizer_patch": 5, "Ascend_910-b4|vllm": 12, "Ascend_910-b4|vllm_tokenizer_patch": 3, "Biren_166m|vllm": 3, + "Cambricon_mlu-370-x4|vllm": 1, "Cambricon_mlu-370-x8|vllm": 7, "Cambricon_mlu-370-x8|vllm-customized": 1, "Cambricon_mlu-370-x8|vllm-mlu": 5, @@ -2877,26 +2895,48 @@ "unresolvedFailureCount": 5 }, "Cambricon_mlu-370-x4|vllm-mlu|text-generation": { - "attributableFailureCount": 6, - "decisionFailureRate": 0.4286, - "decisionSuccessRate": 0.5714, - "decisionTotal": 14, + "attributableFailureCount": 7, + "decisionFailureRate": 0.4667, + "decisionSuccessRate": 0.5333, + "decisionTotal": 15, "failureBreakdown": { - "ambiguous_runtime": 12, - "framework_architecture_unsupported": 6 + "ambiguous_runtime": 13, + "framework_architecture_unsupported": 6, + "model_load": 1 }, - "failureCount": 18, - "failureRate": 0.6923, + "failureCount": 20, + "failureRate": 0.7143, "framework": "vllm-mlu", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 8, - "successRate": 0.3077, + "successRate": 0.2857, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", - "total": 26, - "unresolvedFailureCount": 12 + "total": 28, + "unresolvedFailureCount": 13 + }, + "Cambricon_mlu-370-x4|vllm|text-generation": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 }, "Cambricon_mlu-370-x8|unknown|feature_emb": { "attributableFailureCount": 0, @@ -3000,9 +3040,9 @@ "failureBreakdown": { "ambiguous_runtime": 7, "framework_architecture_unsupported": 11, - "参数/模板问题": 10 + "参数/模板问题": 11 }, - "failureCount": 28, + "failureCount": 29, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -3012,8 +3052,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 28, - "unresolvedFailureCount": 17 + "total": 29, + "unresolvedFailureCount": 18 }, "Iluvatar_bi-100|transformers|text-generation": { "attributableFailureCount": 0, @@ -4578,25 +4618,25 @@ }, "Vastai_va16|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 11, - "decisionFailureRate": 0.7857, - "decisionSuccessRate": 0.2143, - "decisionTotal": 14, + "decisionFailureRate": 0.7333, + "decisionSuccessRate": 0.2667, + "decisionTotal": 15, "failureBreakdown": { "ambiguous_runtime": 11, "framework_architecture_unsupported": 9, "model_load": 2 }, "failureCount": 22, - "failureRate": 0.88, + "failureRate": 0.8462, "framework": "vllm_fix_tokenizer", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, - 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"gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 87, @@ -5190,17 +5230,17 @@ "unresolvedFailureCount": 440 }, "Cambricon_mlu-370-x4": { - "attributableFailureCount": 711, - "decisionFailureRate": 0.9069, - "decisionSuccessRate": 0.0931, - "decisionTotal": 784, + "attributableFailureCount": 713, + "decisionFailureRate": 0.9071, + "decisionSuccessRate": 0.0929, + "decisionTotal": 786, "failureBreakdown": { - "ambiguous_runtime": 427, + "ambiguous_runtime": 428, "architecture_compatibility": 53, "context_length": 48, - "framework_architecture_unsupported": 268, + "framework_architecture_unsupported": 269, "memory_capacity": 218, - "model_load": 4, + "model_load": 5, "platform_infrastructure": 15, "repository_structure": 85, "tokenizer_compatibility": 35, @@ -5208,15 +5248,15 @@ "日志缺失": 13, "验证失败": 39 }, - "failureCount": 1489, - "failureRate": 0.9533, + "failureCount": 1492, + "failureRate": 0.9534, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 15, "successCount": 73, - "successRate": 0.0467, - "total": 1562, - "unresolvedFailureCount": 763 + "successRate": 0.0466, + "total": 1565, + "unresolvedFailureCount": 764 }, "Cambricon_mlu-370-x8": { "attributableFailureCount": 38, @@ -5229,18 +5269,18 @@ "memory_capacity": 3, "model_load": 1, "tokenizer_compatibility": 2, - "参数/模板问题": 24, + "参数/模板问题": 25, "验证失败": 22 }, - "failureCount": 168, - "failureRate": 0.9231, + "failureCount": 169, + "failureRate": 0.9235, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 14, - "successRate": 0.0769, - "total": 182, - "unresolvedFailureCount": 130 + "successRate": 0.0765, + "total": 183, + "unresolvedFailureCount": 131 }, "Iluvatar_bi-100": { "attributableFailureCount": 194, @@ -5459,9 +5499,9 @@ }, "Vastai_va16": { "attributableFailureCount": 443, - "decisionFailureRate": 0.8896, - "decisionSuccessRate": 0.1104, - "decisionTotal": 498, + "decisionFailureRate": 0.8878, + "decisionSuccessRate": 0.1122, + "decisionTotal": 499, "failureBreakdown": { "ambiguous_runtime": 811, "context_length": 9, @@ -5476,20 +5516,20 @@ "验证失败": 130 }, "failureCount": 1760, - "failureRate": 0.9697, + "failureRate": 0.9692, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 14, - "successCount": 55, - "successRate": 0.0303, - "total": 1815, + "successCount": 56, + "successRate": 0.0308, + "total": 1816, "unresolvedFailureCount": 1303 }, "hygon_k100-ai": { - "attributableFailureCount": 690, - "decisionFailureRate": 0.9583, - "decisionSuccessRate": 0.0417, - "decisionTotal": 720, + "attributableFailureCount": 691, + "decisionFailureRate": 0.9584, + "decisionSuccessRate": 0.0416, + "decisionTotal": 721, "failureBreakdown": { "ambiguous_runtime": 300, "architecture_compatibility": 32, @@ -5497,7 +5537,7 @@ "context_length": 46, "framework_architecture_unsupported": 238, "memory_capacity": 58, - "model_load": 59, + "model_load": 60, "platform_infrastructure": 4, "repository_structure": 116, "runtime_memory": 61, @@ -5506,14 +5546,14 @@ "日志缺失": 66, "验证失败": 27 }, - "failureCount": 1463, + "failureCount": 1464, "failureRate": 0.9799, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, "successCount": 30, "successRate": 0.0201, - "total": 1493, + "total": 1494, "unresolvedFailureCount": 769 } }, @@ -5534,7 +5574,7 @@ "hygon_k100-ai": 64.0 }, "pendingRecords": 0, - "policyCancelledRecords": 164, + "policyCancelledRecords": 165, "profileCombinationStats": { "Ascend_910-b3|vllm_tokenizer_patch|text-generation|bailing_hybrid|none": { "attributableFailureCount": 1, @@ -7304,6 +7344,52 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Cambricon_mlu-370-x4|vllm-mlu|text-generation|cohere2|none": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "model_load": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-mlu", + "modelType": "cohere2", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, + "Cambricon_mlu-370-x4|vllm-mlu|text-generation|lfm2|none": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-mlu", + "modelType": "lfm2", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Cambricon_mlu-370-x4|vllm-mlu|text-generation|llama|awq": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -7511,6 +7597,29 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Cambricon_mlu-370-x4|vllm|text-generation|nemotron_h|compressed-tensors": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm", + "modelType": "nemotron_h", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "compressed-tensors", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Cambricon_mlu-370-x8|vllm-customized|text-generation|granite|none": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -12729,26 +12838,26 @@ }, "Vastai_va16|vllm_fix_tokenizer|text-generation|llama|none": { "attributableFailureCount": 1, - "decisionFailureRate": 0.5, - "decisionSuccessRate": 0.5, - "decisionTotal": 2, + "decisionFailureRate": 0.3333, + "decisionSuccessRate": 0.6667, + "decisionTotal": 3, "failureBreakdown": { "ambiguous_runtime": 1, "model_load": 1 }, "failureCount": 2, - "failureRate": 0.6667, + "failureRate": 0.5, "framework": "vllm_fix_tokenizer", "modelType": "llama", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "none", - "successCount": 1, - "successRate": 0.3333, + "successCount": 2, + "successRate": 0.5, "targetGpu": "Vastai_va16", "taskType": "text-generation", - "total": 3, + "total": 4, "unresolvedFailureCount": 1 }, "Vastai_va16|vllm_fix_tokenizer|text-generation|minicpm|none": { @@ -13456,18 +13565,18 @@ "unresolvedFailureCount": 10 }, "Ascend_910-b3|vllm|text-generation": { - "attributableFailureCount": 9, - "consecutiveFailures": 9, + "attributableFailureCount": 7, + "consecutiveFailures": 7, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 9, + "decisionTotal": 7, "failureBreakdown": { "ambiguous_runtime": 6, - "framework_architecture_unsupported": 8, + "framework_architecture_unsupported": 6, "tokenizer_compatibility": 1 }, - "failureCount": 15, + "failureCount": 13, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -13479,7 +13588,7 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 15, + "total": 13, "unresolvedFailureCount": 6 }, "Ascend_910-b4|unknown|text-generation": { @@ -13560,19 +13669,19 @@ "unresolvedFailureCount": 3 }, "Biren_166m|unknown|text-generation": { - "attributableFailureCount": 8, - "consecutiveFailures": 8, + "attributableFailureCount": 7, + "consecutiveFailures": 7, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 8, + "decisionTotal": 7, "failureBreakdown": { "ambiguous_runtime": 1, - "framework_architecture_unsupported": 5, + "framework_architecture_unsupported": 4, "model_load": 1, "runtime_memory": 2 }, - "failureCount": 9, + "failureCount": 8, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, @@ -13584,7 +13693,7 @@ "successRate": 0.0, "targetGpu": "Biren_166m", "taskType": "text-generation", - "total": 9, + "total": 8, "unresolvedFailureCount": 1 }, "Biren_166m|vllm|text-generation": { @@ -13641,6 +13750,56 @@ "total": 3, "unresolvedFailureCount": 1 }, + "Cambricon_mlu-370-x4|vllm-mlu|text-generation": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "consecutivePlatformFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-mlu", + "lastPlatformFailureAt": null, + "lastTerminalAt": "2026-09-21T01:35:45.556098+00:00", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, + "Cambricon_mlu-370-x4|vllm|text-generation": { + "attributableFailureCount": 1, + "consecutiveFailures": 1, + "consecutivePlatformFailures": 0, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm", + "lastPlatformFailureAt": null, + "lastTerminalAt": "2026-09-21T01:35:45.556177+00:00", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Cambricon_mlu-370-x8|vllm-customized|text-generation": { "attributableFailureCount": 1, "consecutiveFailures": 1, @@ -13701,9 +13860,10 @@ "decisionTotal": 8, "failureBreakdown": { "ambiguous_runtime": 7, - "framework_architecture_unsupported": 8 + "framework_architecture_unsupported": 8, + "参数/模板问题": 1 }, - "failureCount": 15, + "failureCount": 16, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -13715,8 +13875,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 15, - "unresolvedFailureCount": 7 + "total": 16, + "unresolvedFailureCount": 8 }, "Iluvatar_bi-150|transformers|text-generation": { "attributableFailureCount": 14, @@ -13855,18 +14015,18 @@ "unresolvedFailureCount": 1 }, "Iluvatar_mrv-100|unknown|text-generation": { - "attributableFailureCount": 2, + "attributableFailureCount": 1, "consecutiveFailures": 1, "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.3333, - "decisionSuccessRate": 0.6667, - "decisionTotal": 6, + "decisionFailureRate": 0.2, + "decisionSuccessRate": 0.8, + "decisionTotal": 5, "failureBreakdown": { "ambiguous_runtime": 1, - "framework_architecture_unsupported": 2 + "framework_architecture_unsupported": 1 }, - "failureCount": 3, - "failureRate": 0.4286, + "failureCount": 2, + "failureRate": 0.3333, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-09-18T11:36:11.987002+00:00", @@ -13874,10 +14034,10 @@ "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 4, - "successRate": 0.5714, + "successRate": 0.6667, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", - "total": 7, + "total": 6, "unresolvedFailureCount": 1 }, "Kunlunxin_p-800|unknown|text-generation": { @@ -14164,18 +14324,41 @@ "total": 5, "unresolvedFailureCount": 1 }, + "Vastai_va16|vllm_fix_tokenizer|text-generation": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "consecutivePlatformFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 1.0, + "decisionTotal": 1, + "failureBreakdown": {}, + "failureCount": 0, + "failureRate": 0.0, + "framework": "vllm_fix_tokenizer", + "lastPlatformFailureAt": null, + 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