From dbc2d6da588b71d66746f5956a7d8b35bb2386dc Mon Sep 17 00:00:00 2001 From: CoolBoy <2269097679@qq.com> Date: Thu, 22 Oct 2026 21:04:31 +0000 Subject: [PATCH] state: generation 30088 (intent) --- .../architecture_compatibility_blacklist.json | 2 +- .modelhub_state/market_intelligence.json | 2 +- .modelhub_state/official_capabilities.json | 918 +++++++++--------- .modelhub_state/outcome_checkpoint.json | 123 ++- .modelhub_state/recovery_intents.jsonl | 12 + manifest.json | 18 +- outcomes/submissions.jsonl | 3 +- 7 files changed, 573 insertions(+), 505 deletions(-) diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index fa566d5170..274c239d40 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -487,7 +487,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-10-22T21:02:24.446591+00:00", + "generatedAt": "2026-10-22T21:04:29.197897+00:00", "summary": { "activeBlockCount": 24, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 2f6586b37d..5be9bdaa6e 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -452,7 +452,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-10-22T21:02:24.564526+00:00", + "generatedAt": "2026-10-22T21:04:29.265135+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 8701a36b3d..fcf0082533 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-10-22T21:02:24.564526+00:00", + "catalogUpdatedAt": "2026-10-22T21:04:29.265135+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-10-22T21:02:44.340160+00:00", + "generatedAt": "2026-10-22T21:04:31.402451+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -207,6 +207,14 @@ ], "updatedAt": "2026-10-22T21:02:24.894250+00:00" }, + "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:29.530624+00:00" + }, "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -232,14 +240,6 @@ ], "updatedAt": "2026-10-22T21:02:24.978228+00:00" }, - "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-22T15:10:12+00:00|hygon_k100-ai": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-22T20:05:25.884475+00:00" - }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b4": { "taskTypes": [ "text-generation", @@ -248,6 +248,14 @@ ], "updatedAt": "2026-10-22T21:02:32.917792+00:00" }, + "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:30.693195+00:00" + }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -279,7 +287,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:32.202126+00:00" + "updatedAt": "2026-10-22T21:04:30.634715+00:00" }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": { "taskTypes": [ @@ -289,6 +297,14 @@ ], "updatedAt": "2026-10-22T21:02:33.192204+00:00" }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:30.636731+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -322,6 +338,14 @@ ], "updatedAt": "2026-10-22T21:02:32.698954+00:00" }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:30.577740+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -355,6 +379,14 @@ ], "updatedAt": "2026-10-22T21:02:32.423070+00:00" }, + "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:30.577587+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -388,6 +420,14 @@ ], "updatedAt": "2026-10-22T21:02:32.928826+00:00" }, + "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:30.693228+00:00" + }, "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -419,7 +459,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:32.202282+00:00" + "updatedAt": "2026-10-22T21:04:30.636591+00:00" }, "https://modelscope.cn/models/DavidAU/DarkForest-20B-V3-Ultra-Quality-ImatP2-GGUF|2026-10-20T15:16:03+00:00|Ascend_910-b4": { "taskTypes": [ @@ -549,6 +589,14 @@ ], "updatedAt": "2026-10-22T21:02:25.912517+00:00" }, + "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:29.821444+00:00" + }, "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -580,7 +628,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:26.104815+00:00" + "updatedAt": "2026-10-22T21:04:29.774370+00:00" }, "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Ascend_910-b4": { "taskTypes": [ @@ -590,6 +638,14 @@ ], "updatedAt": "2026-10-22T21:02:25.820815+00:00" }, + "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:29.821414+00:00" + }, "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -621,7 +677,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:25.996351+00:00" + "updatedAt": "2026-10-22T21:04:29.754862+00:00" }, "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Ascend_910-b4": { "taskTypes": [ @@ -631,6 +687,14 @@ ], "updatedAt": "2026-10-22T21:02:25.512112+00:00" }, + "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:29.773857+00:00" + }, "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -662,7 +726,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:25.996195+00:00" + "updatedAt": "2026-10-22T21:04:29.688672+00:00" }, "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b4": { "taskTypes": [ @@ -672,6 +736,14 @@ ], "updatedAt": "2026-10-22T21:02:25.957534+00:00" }, + "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:29.876418+00:00" + }, "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -703,7 +775,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:26.104835+00:00" + "updatedAt": "2026-10-22T21:04:29.822651+00:00" }, "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Ascend_910-b4": { "taskTypes": [ @@ -713,6 +785,14 @@ ], "updatedAt": "2026-10-22T21:02:27.994344+00:00" }, + "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:30.115819+00:00" + }, "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -744,7 +824,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:31.756132+00:00" + "updatedAt": "2026-10-22T21:04:30.061230+00:00" }, "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Ascend_910-b4": { "taskTypes": [ @@ -754,6 +834,14 @@ ], "updatedAt": "2026-10-22T21:02:25.196057+00:00" }, + "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:29.687683+00:00" + }, "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -785,44 +873,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:25.996117+00:00" - }, - "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Ascend_910-b4": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-22T20:05:35.241253+00:00" - }, - "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Cambricon_mlu-370-x4": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-22T20:05:35.469718+00:00" - }, - "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Iluvatar_bi-100": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-22T20:05:35.507947+00:00" - }, - "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Iluvatar_bi-150": { - "taskTypes": [ - "asr", - "question_answering", - "reinforcement_learning", - "text-generation", - "text-to-image-generation", - "text_classification", - "vision_classification", - "visual-multi-modal" - ], - "updatedAt": "2026-10-22T20:05:35.271915+00:00" + "updatedAt": "2026-10-22T21:04:29.610018+00:00" }, "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Kunlunxin_p-800": { "taskTypes": [ @@ -830,20 +881,6 @@ ], "updatedAt": "2026-10-22T20:59:49.164363+00:00" }, - "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Vastai_va16": { - "taskTypes": [ - "text-generation" - ], - "updatedAt": "2026-10-22T20:05:35.300277+00:00" - }, - "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|hygon_k100-ai": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-22T20:05:35.391911+00:00" - }, "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Ascend_910-b4": { "taskTypes": [ "text-generation", @@ -852,6 +889,14 @@ ], "updatedAt": "2026-10-22T21:02:27.240404+00:00" }, + "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:29.987489+00:00" + }, "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -883,7 +928,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:26.105199+00:00" + "updatedAt": "2026-10-22T21:04:29.934405+00:00" }, "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Ascend_910-b4": { "taskTypes": [ @@ -893,6 +938,14 @@ ], "updatedAt": "2026-10-22T21:02:28.237750+00:00" }, + "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:30.231758+00:00" + }, "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-22T12:07:27+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -1428,6 +1481,14 @@ ], "updatedAt": "2026-10-22T21:02:27.654917+00:00" }, + "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:30.115708+00:00" + }, "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -1459,7 +1520,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:31.557464+00:00" + "updatedAt": "2026-10-22T21:04:30.061132+00:00" }, "https://modelscope.cn/models/MooreThreads/MiMo-V2.6-Flash-MOPD-FP8|2026-10-20T11:29:29+00:00|Ascend_910-b4": { "taskTypes": [ @@ -1559,6 +1620,14 @@ ], "updatedAt": "2026-10-22T21:00:18.375942+00:00" }, + "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-22T15:30:26+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": 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}, + "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-22T14:53:21+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-10-22T21:04:29.687651+00:00" + }, "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-22T14:53:21+00:00|Iluvatar_bi-150": { "taskTypes": [ "asr", @@ -1745,7 +1830,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:25.885200+00:00" + "updatedAt": "2026-10-22T21:04:29.604735+00:00" }, "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Ascend_910-b4": { "taskTypes": [ @@ -1755,6 +1840,14 @@ ], "updatedAt": "2026-10-22T21:02:28.735822+00:00" }, + "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", 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}, - "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit|2026-10-21T15:59:12+00:00|hygon_k100-ai": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-10-22T20:05:34.386051+00:00" - }, "https://modelscope.cn/models/cyankiwi/Nemotron-Orchestrator-8B-AWQ-8bit|2026-10-21T15:22:24+00:00|Vastai_va16": { "taskTypes": [ "text-generation" @@ -3927,7 +3891,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:32.396797+00:00" + "updatedAt": "2026-10-22T21:04:31.001276+00:00" }, "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-8bit|2026-10-21T15:42:33+00:00|Ascend_910-b4": { "taskTypes": [ @@ -4025,7 +3989,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-10-22T20:05:32.705851+00:00" + "updatedAt": "2026-10-22T21:04:31.290498+00:00" }, 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"unresolvedFailureCount": 57 }, "Iluvatar_mrv-100|vllm|text-generation": { - "attributableFailureCount": 42, - "decisionFailureRate": 0.7241, - "decisionSuccessRate": 0.2759, - "decisionTotal": 58, + "attributableFailureCount": 43, + "decisionFailureRate": 0.7288, + "decisionSuccessRate": 0.2712, + "decisionTotal": 59, "failureBreakdown": { "ambiguous_runtime": 15, - "framework_architecture_unsupported": 35, + "framework_architecture_unsupported": 36, "model_load": 5, "tokenizer_compatibility": 2, "参数/模板问题": 24 }, - "failureCount": 81, - "failureRate": 0.8351, + "failureCount": 82, + "failureRate": 0.8367, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 16, - "successRate": 0.1649, + "successRate": 0.1633, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", - "total": 97, + "total": 98, "unresolvedFailureCount": 39 }, "Kunlunxin_p-800|unknown|text-generation": { @@ -3213,17 +3213,17 @@ "unresolvedFailureCount": 6556 }, "vllm": { - "attributableFailureCount": 3713, + "attributableFailureCount": 3714, "decisionFailureRate": 0.971, "decisionSuccessRate": 0.029, - "decisionTotal": 3824, + "decisionTotal": 3825, "failureBreakdown": { "ambiguous_runtime": 1609, "architecture_compatibility": 112, "attention_backend": 3, "backend_operator": 98, "context_length": 161, - "framework_architecture_unsupported": 1423, + "framework_architecture_unsupported": 1424, "memory_capacity": 725, "model_load": 230, "platform_infrastructure": 888, @@ -3232,14 +3232,14 @@ "tokenizer_compatibility": 425, "参数/模板问题": 99 }, - "failureCount": 6309, + "failureCount": 6310, "failureRate": 0.9827, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 888, "successCount": 111, "successRate": 0.0173, - "total": 6420, + "total": 6421, "unresolvedFailureCount": 1708 }, "vllm-customized": { @@ -3390,7 +3390,7 @@ "unresolvedFailureCount": 341 } }, - "generatedAt": "2026-10-22T20:45:01.815806+00:00", + "generatedAt": "2026-10-22T21:04:29.091593+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 133, @@ -3587,16 +3587,16 @@ "unresolvedFailureCount": 1200 }, "Iluvatar_mrv-100": { - "attributableFailureCount": 992, - "decisionFailureRate": 0.8486, - "decisionSuccessRate": 0.1514, - "decisionTotal": 1169, + "attributableFailureCount": 993, + "decisionFailureRate": 0.8487, + "decisionSuccessRate": 0.1513, + "decisionTotal": 1170, "failureBreakdown": { "ambiguous_runtime": 355, "architecture_compatibility": 47, "backend_operator": 1, "context_length": 77, - "framework_architecture_unsupported": 307, + "framework_architecture_unsupported": 308, "memory_capacity": 219, "model_load": 89, "platform_infrastructure": 7, @@ -3607,14 +3607,14 @@ "日志缺失": 6, "验证失败": 47 }, - "failureCount": 1766, - "failureRate": 0.9089, + "failureCount": 1767, + "failureRate": 0.909, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 7, "successCount": 177, - "successRate": 0.0911, - "total": 1943, + "successRate": 0.091, + "total": 1944, "unresolvedFailureCount": 767 }, "Kunlunxin_p-800": { @@ -16114,6 +16114,29 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Iluvatar_mrv-100|vllm|text-generation|gemma4|modelopt": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm", + "modelType": "gemma4", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "modelopt", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Iluvatar_mrv-100", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Iluvatar_mrv-100|vllm|text-generation|gpt_oss|none": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, @@ -46726,6 +46749,30 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Iluvatar_mrv-100|vllm|text-generation|gemma4|modelopt|34": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm", + "loadSizeLog2Bucket": 34, + "modelType": "gemma4", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "modelopt", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Iluvatar_mrv-100", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Iluvatar_mrv-100|vllm|text-generation|gpt_oss|none|33": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, @@ -60913,20 +60960,20 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 17982, - "totalRecords": 18523, + "terminalRecords": 17983, + "totalRecords": 18524, "totals": { - "attributableFailureCount": 6364, + "attributableFailureCount": 6365, "decisionFailureRate": 0.8659, "decisionSuccessRate": 0.1341, - "decisionTotal": 7350, + "decisionTotal": 7351, "failureBreakdown": { "ambiguous_runtime": 4671, "architecture_compatibility": 212, "attention_backend": 3, "backend_operator": 136, "context_length": 328, - "framework_architecture_unsupported": 2360, + "framework_architecture_unsupported": 2361, "memory_capacity": 1207, "model_load": 577, "platform_infrastructure": 971, @@ -60937,17 +60984,18 @@ "日志缺失": 719, "验证失败": 676 }, - "failureCount": 16996, + "failureCount": 16997, "failureRate": 0.9452, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 971, "successCount": 986, "successRate": 0.0548, - "total": 17982, + "total": 17983, "unresolvedFailureCount": 9661 }, "warnings": [ + "GPU Vastai_va16 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 Kunlunxin_p-800 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。", @@ -60960,7 +61008,6 @@ "GPU Iluvatar_mrv-100 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 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 Mthreads_s4000 本地统计失败率偏高（≥50%），建议重点关注。", "组合 Biren_166m|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Mthreads_s4000|llamacpp|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", @@ -60977,9 +61024,7 @@ "组合 Iluvatar_mrv-100|unknown|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 Vastai_va16|vllm_fix_tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Kunlunxin_p-800|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", - "组合 Cambricon_mlu-370-x8|vllm-customized|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Sunrise_pt-200-x1|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", - "组合 Cambricon_mlu-370-x8|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-150|llamacpp|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_mrv-100|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", @@ -61004,10 +61049,12 @@ "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。", "组合 Cambricon_mlu-370-x4|vllm-mlu|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Mthreads_s4000|vllm|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", - "组合 Iluvatar_bi-150|vllm_fix_tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。" + "组合 Iluvatar_bi-150|vllm_fix_tokenizer|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", + "组合 Cambricon_mlu-370-x8|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", + "组合 Cambricon_mlu-370-x8|vllm-customized|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。" ] }, "storageMode": "decision_state_only", - "summarizedRecords": 18523, + "summarizedRecords": 18524, "version": 1 } diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl index 63bfa21f05..9e56416aca 100644 --- a/.modelhub_state/recovery_intents.jsonl +++ 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