From cf9d447a932f0c8978c6ec9c0444d791ec7b6fb6 Mon Sep 17 00:00:00 2001 From: CoolBoy <2269097679@qq.com> Date: Sat, 19 Sep 2026 23:06:17 +0000 Subject: [PATCH] state: generation 10032 (cycle) --- .../architecture_compatibility_blacklist.json | 16 +- .../architecture_history_backfill.json | 6 +- .modelhub_state/market_intelligence.json | 2 +- .modelhub_state/official_capabilities.json | 1518 ++++++++--------- .modelhub_state/outcome_checkpoint.json | 148 +- .modelhub_state/recent_outcomes.jsonl | 2 +- .modelhub_state/recovery_active_tasks.jsonl | 862 +++++----- .modelhub_state/recovery_intents.jsonl | 952 +++++------ manifest.json | 22 +- outcomes/submissions.jsonl | 1 - 10 files changed, 1763 insertions(+), 1766 deletions(-) diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 645a836eac..86e0977856 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1659,26 +1659,26 @@ "vastai_va16|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 9, - "expiresAt": "2026-10-19T02:03:21+00:00", + "evidenceCount": 10, + "expiresAt": "2026-10-19T23:03:21+00:00", "framework": "vllm", - "latestFailureAt": "2026-09-19T02:03:21+00:00", + "latestFailureAt": "2026-09-19T23:03:21+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "qwen3_5", "sourceModelIds": [ + "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-FP8" + "callmezcc/Qwen3.8-27B-GPTQ-W4A16" ], "sourceTaskIds": [ + "4609086", "4609094", "4609081", "4609101", - "4609083", - "4609077" + "4609083" ], "targetGpu": "Vastai_va16", "taskType": "text-generation" @@ -1764,7 +1764,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-19T23:03:01.758730+00:00", + "generatedAt": "2026-09-19T23:06:17.414758+00:00", "summary": { "activeBlockCount": 85, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index e92537623a..ff626753ca 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -51,7 +51,7 @@ "4": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 732, + "listingErrors": 733, "nextPage": 1, "recordsScanned": 0, "uniqueRecords": 0 @@ -102,12 +102,12 @@ "cutoffAt": "2026-09-04T03:55:51.365685+00:00", "failureLogsInspected": 0, "mode": "incremental_decision_only", - "nextAccountIndex": 4, + "nextAccountIndex": 5, "recordsScanned": 0, "seenTaskIds": [], "startedAt": "2026-09-04T03:55:51.365685+00:00", "terminalRecords": 0, "uniqueRecords": 0, - "updatedAt": "2026-09-19T23:03:01.735253+00:00", + "updatedAt": "2026-09-19T23:06:17.390889+00:00", "version": 1 } diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 72e65267da..9f8678a432 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -416,7 +416,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-19T23:00:12.758418+00:00", + "generatedAt": "2026-09-19T23:04:13.683698+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 8bfc64a91f..4e0f87faa5 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-19T23:00:12.758418+00:00", + "catalogUpdatedAt": "2026-09-19T23:04:13.683698+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-19T23:03:01.624417+00:00", + "generatedAt": "2026-09-19T23:06:17.277060+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -156,7 +156,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.398836+00:00" + "updatedAt": "2026-09-19T23:06:04.085476+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Ascend_910-b4": { "taskTypes": [ @@ -164,13 +164,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.453000+00:00" + "updatedAt": "2026-09-19T23:06:04.131182+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Biren_166m": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:53.824266+00:00" + "updatedAt": "2026-09-19T23:06:04.758604+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Cambricon_mlu-370-x4": { "taskTypes": [ @@ -178,7 +178,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:53.767110+00:00" + "updatedAt": "2026-09-19T23:06:04.632091+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -186,7 +186,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:53.736600+00:00" + "updatedAt": "2026-09-19T23:06:04.585193+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Iluvatar_bi-150": { "taskTypes": [ @@ -199,7 +199,7 @@ "vision_classification", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:53.852884+00:00" + "updatedAt": "2026-09-19T23:06:04.788588+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -208,13 +208,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.123164+00:00" + "updatedAt": "2026-09-19T23:06:03.808432+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:52.548982+00:00" + "updatedAt": "2026-09-19T23:06:04.258500+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|MetaX_c-500": { "taskTypes": [ @@ -222,20 +222,20 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:53.796224+00:00" + "updatedAt": "2026-09-19T23:06:04.675287+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:51.952453+00:00" + "updatedAt": "2026-09-19T23:06:03.648628+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:53.880149+00:00" + "updatedAt": "2026-09-19T23:06:04.824120+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|hygon_k100-ai": { "taskTypes": [ @@ -243,49 +243,49 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.517607+00:00" + "updatedAt": "2026-09-19T23:06:04.202339+00:00" }, "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|Biren_166m": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:47.224570+00:00" + "updatedAt": "2026-09-19T23:05:59.876358+00:00" }, "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|Cambricon_mlu-370-x4": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:47.167785+00:00" + "updatedAt": "2026-09-19T23:05:59.806204+00:00" }, "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:47.140219+00:00" + "updatedAt": "2026-09-19T23:05:59.765520+00:00" }, "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|Iluvatar_mrv-100": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:46.865082+00:00" + "updatedAt": "2026-09-19T23:05:59.547965+00:00" }, "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:46.910908+00:00" + "updatedAt": "2026-09-19T23:05:59.581698+00:00" }, "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|MetaX_c-500": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:47.196322+00:00" + "updatedAt": "2026-09-19T23:05:59.843023+00:00" }, "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:47.252493+00:00" + "updatedAt": "2026-09-19T23:05:59.906074+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Ascend_910-b3": { "taskTypes": [ @@ -293,7 +293,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.391165+00:00" + "updatedAt": "2026-09-19T23:06:04.149984+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Ascend_910-b4": { "taskTypes": [ @@ -301,13 +301,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.446657+00:00" + "updatedAt": "2026-09-19T23:06:04.181226+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Biren_166m": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:52.867014+00:00" + "updatedAt": "2026-09-19T23:06:05.514529+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Cambricon_mlu-370-x4": { "taskTypes": [ @@ -315,7 +315,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.813118+00:00" + "updatedAt": "2026-09-19T23:06:05.386389+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -323,7 +323,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.782080+00:00" + "updatedAt": "2026-09-19T23:06:05.352243+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Iluvatar_bi-150": { "taskTypes": [ @@ -336,7 +336,7 @@ "vision_classification", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.896774+00:00" + "updatedAt": "2026-09-19T23:06:05.558891+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -345,13 +345,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.065340+00:00" + "updatedAt": "2026-09-19T23:06:04.098809+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:52.568922+00:00" + "updatedAt": "2026-09-19T23:06:04.284702+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|MetaX_c-500": { "taskTypes": [ @@ -359,20 +359,20 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.840255+00:00" + "updatedAt": "2026-09-19T23:06:05.466762+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:51.976629+00:00" + "updatedAt": "2026-09-19T23:06:04.026838+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:52.929250+00:00" + "updatedAt": "2026-09-19T23:06:05.604069+00:00" }, "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|hygon_k100-ai": { "taskTypes": [ @@ -380,7 +380,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:52.502576+00:00" + "updatedAt": "2026-09-19T23:06:04.235538+00:00" }, "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Ascend_910-b3": { "taskTypes": [ @@ -388,7 +388,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:55.572425+00:00" + "updatedAt": "2026-09-19T23:06:08.654758+00:00" }, "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Ascend_910-b4": { "taskTypes": [ @@ -396,13 +396,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:55.604761+00:00" + "updatedAt": "2026-09-19T23:06:08.690982+00:00" }, "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Biren_166m": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:56.729282+00:00" + "updatedAt": "2026-09-19T23:06:09.716203+00:00" }, "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Cambricon_mlu-370-x4": { "taskTypes": [ @@ -410,7 +410,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:56.638858+00:00" + "updatedAt": "2026-09-19T23:06:09.643561+00:00" }, "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -418,7 +418,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:56.604954+00:00" + "updatedAt": "2026-09-19T23:06:09.600918+00:00" }, "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Iluvatar_bi-150": { 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"2026-09-19T23:02:54.742733+00:00" + "updatedAt": "2026-09-19T23:06:07.995953+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|MetaX_c-500": { "taskTypes": [ @@ -6004,20 +6002,20 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:55.030831+00:00" + "updatedAt": "2026-09-19T23:06:08.374184+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:54.528520+00:00" + "updatedAt": "2026-09-19T23:06:07.782252+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-19T23:02:55.251338+00:00" + "updatedAt": "2026-09-19T23:06:08.500545+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6025,7 +6023,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-19T23:02:54.707346+00:00" + "updatedAt": "2026-09-19T23:06:07.967643+00:00" } }, "taskTree": [ @@ -6708,6 +6706,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-19T23:00:12.758418+00:00", + "taskTreeUpdatedAt": "2026-09-19T23:04:13.683698+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index db79b33045..b77e30c17f 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-19T22:42:49.622484+00:00", - "lastSyncTime": "2026-09-19T22:42:49.322287+00:00", + "generatedAt": "2026-09-19T23:04:04.019390+00:00", + "lastSyncTime": "2026-09-19T23:04:02.598874+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1663,26 +1663,26 @@ "vastai_va16|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 9, - "expiresAt": "2026-10-19T02:03:21+00:00", + "evidenceCount": 10, + "expiresAt": "2026-10-19T23:03:21+00:00", "framework": "vllm", - "latestFailureAt": "2026-09-19T02:03:21+00:00", + "latestFailureAt": "2026-09-19T23:03:21+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "qwen3_5", "sourceModelIds": [ + "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-FP8" + "callmezcc/Qwen3.8-27B-GPTQ-W4A16" ], "sourceTaskIds": [ + "4609086", "4609094", "4609081", "4609101", - "4609083", - "4609077" + "4609083" ], "targetGpu": "Vastai_va16", "taskType": "text-generation" @@ -2052,21 +2052,21 @@ "decisionSuccessRate": 0.5385, "decisionTotal": 13, "failureBreakdown": { - "ambiguous_runtime": 10, + "ambiguous_runtime": 11, "framework_architecture_unsupported": 6 }, - "failureCount": 16, - "failureRate": 0.6957, + "failureCount": 17, + "failureRate": 0.7083, "framework": "vllm-mlu", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 7, - "successRate": 0.3043, + "successRate": 0.2917, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", - "total": 23, - "unresolvedFailureCount": 10 + "total": 24, + "unresolvedFailureCount": 11 }, "Cambricon_mlu-370-x8|unknown|text-generation": { "attributableFailureCount": 8, @@ -2678,17 +2678,17 @@ "unresolvedFailureCount": 9 }, "Vastai_va16|vllm|text-generation": { - "attributableFailureCount": 61, + "attributableFailureCount": 62, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 61, + "decisionTotal": 62, "failureBreakdown": { "ambiguous_runtime": 76, - "framework_architecture_unsupported": 55, + "framework_architecture_unsupported": 56, "memory_capacity": 1, "model_load": 5 }, - "failureCount": 137, + "failureCount": 138, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -2698,7 +2698,7 @@ "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "text-generation", - "total": 137, + "total": 138, "unresolvedFailureCount": 76 }, "hygon_k100-ai|llamacpp|text-generation": { @@ -2862,14 +2862,14 @@ "unresolvedFailureCount": 910 }, "vllm": { - "attributableFailureCount": 428, - "decisionFailureRate": 0.8612, - "decisionSuccessRate": 0.1388, - "decisionTotal": 497, + "attributableFailureCount": 429, + "decisionFailureRate": 0.8614, + "decisionSuccessRate": 0.1386, + "decisionTotal": 498, "failureBreakdown": { "ambiguous_runtime": 247, "backend_operator": 40, - "framework_architecture_unsupported": 322, + "framework_architecture_unsupported": 323, "memory_capacity": 7, "model_load": 33, "platform_infrastructure": 2, @@ -2878,14 +2878,14 @@ "tokenizer_compatibility": 12, "参数/模板问题": 40 }, - "failureCount": 717, - "failureRate": 0.9122, + "failureCount": 718, + "failureRate": 0.9123, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 69, - "successRate": 0.0878, - "total": 786, + "successRate": 0.0877, + "total": 787, "unresolvedFailureCount": 287 }, "vllm-mlu": { @@ -2894,20 +2894,20 @@ "decisionSuccessRate": 0.5, "decisionTotal": 36, "failureBreakdown": { - "ambiguous_runtime": 41, + "ambiguous_runtime": 42, "framework_architecture_unsupported": 17, "tokenizer_compatibility": 1, "参数/模板问题": 3 }, - "failureCount": 62, - "failureRate": 0.775, + "failureCount": 63, + "failureRate": 0.7778, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 18, - "successRate": 0.225, - "total": 80, - "unresolvedFailureCount": 44 + "successRate": 0.2222, + "total": 81, + "unresolvedFailureCount": 45 }, "vllm-patch-tokenizer": { "attributableFailureCount": 17, @@ -2998,7 +2998,7 @@ "unresolvedFailureCount": 22 } }, - "generatedAt": "2026-09-19T22:42:49.617126+00:00", + "generatedAt": "2026-09-19T23:04:04.013701+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 62, @@ -3080,22 +3080,22 @@ "decisionSuccessRate": 0.234, "decisionTotal": 47, "failureBreakdown": { - "ambiguous_runtime": 49, + "ambiguous_runtime": 50, "framework_architecture_unsupported": 33, "memory_capacity": 1, "tokenizer_compatibility": 2, "参数/模板问题": 1, "验证失败": 39 }, - "failureCount": 125, - "failureRate": 0.9191, + "failureCount": 126, + "failureRate": 0.9197, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 11, - "successRate": 0.0809, - "total": 136, - "unresolvedFailureCount": 89 + "successRate": 0.0803, + "total": 137, + "unresolvedFailureCount": 90 }, "Cambricon_mlu-370-x8": { "attributableFailureCount": 23, @@ -3288,26 +3288,26 @@ "unresolvedFailureCount": 51 }, "Vastai_va16": { - "attributableFailureCount": 67, - "decisionFailureRate": 0.7791, - "decisionSuccessRate": 0.2209, - "decisionTotal": 86, + "attributableFailureCount": 68, + "decisionFailureRate": 0.7816, + "decisionSuccessRate": 0.2184, + "decisionTotal": 87, "failureBreakdown": { "ambiguous_runtime": 85, - "framework_architecture_unsupported": 60, + "framework_architecture_unsupported": 61, "memory_capacity": 1, "model_load": 6, "参数/模板问题": 15, "验证失败": 130 }, - "failureCount": 297, - "failureRate": 0.9399, + "failureCount": 298, + "failureRate": 0.9401, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 19, - "successRate": 0.0601, - "total": 316, + "successRate": 0.0599, + "total": 317, "unresolvedFailureCount": 230 }, "hygon_k100-ai": { @@ -4388,9 +4388,9 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 3 + "ambiguous_runtime": 4 }, - "failureCount": 3, + "failureCount": 4, "failureRate": 1.0, "framework": "vllm-mlu", "modelType": "llama", @@ -4402,8 +4402,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", - "total": 3, - "unresolvedFailureCount": 3 + "total": 4, + "unresolvedFailureCount": 4 }, "Cambricon_mlu-370-x4|vllm-mlu|text-generation|muse_glimmer|none": { "attributableFailureCount": 1, @@ -8657,7 +8657,7 @@ "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-19T02:10:43.202143+00:00", + "lastTerminalAt": "2026-09-19T23:04:02.598845+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -10383,9 +10383,9 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 2 + "ambiguous_runtime": 3 }, - "failureCount": 2, + "failureCount": 3, "failureRate": 1.0, "framework": "vllm-mlu", "loadSizeLog2Bucket": 32, @@ -10398,8 +10398,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", - "total": 2, - "unresolvedFailureCount": 2 + "total": 3, + "unresolvedFailureCount": 3 }, "Cambricon_mlu-370-x4|vllm-mlu|text-generation|muse_glimmer|none|34": { "attributableFailureCount": 1, @@ -16201,17 +16201,17 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 2361, - "totalRecords": 2464, + "terminalRecords": 2363, + "totalRecords": 2466, "totals": { - "attributableFailureCount": 773, - "decisionFailureRate": 0.8145, - "decisionSuccessRate": 0.1855, - "decisionTotal": 949, + "attributableFailureCount": 774, + "decisionFailureRate": 0.8147, + "decisionSuccessRate": 0.1853, + "decisionTotal": 950, "failureBreakdown": { - "ambiguous_runtime": 595, + "ambiguous_runtime": 596, "backend_operator": 55, - "framework_architecture_unsupported": 519, + "framework_architecture_unsupported": 520, "memory_capacity": 12, "model_load": 89, "platform_infrastructure": 11, @@ -16221,18 +16221,18 @@ "参数/模板问题": 133, "验证失败": 673 }, - "failureCount": 2185, + "failureCount": 2187, "failureRate": 0.9255, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 11, "successCount": 176, "successRate": 0.0745, - "total": 2361, - "unresolvedFailureCount": 1401 + "total": 2363, + "unresolvedFailureCount": 1402 }, "warnings": [ - "GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。", + "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Ascend_910-b3 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 Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。", @@ -16243,7 +16243,7 @@ "GPU Sunrise_pt-200-x1 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。", "GPU MetaX_c-500 本地统计失败率偏高（≥50%），建议重点关注。", - "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。", + "GPU Iluvatar_bi-150 本地统计失败率偏高（≥50%），建议重点关注。", "组合 MetaX_c-500|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 Ascend_910-b4|vllm_tokenizer_patch|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|unknown|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", @@ -16268,6 +16268,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 2464, + "summarizedRecords": 2466, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 5d8c69caf8..e6c06f87d5 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,4 @@ +{"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-19T23:04:02.598845+00:00", "modelId": "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-19T23:03:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609086", "taskType": "text-generation", "verifyResult": -1} {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-19T22:42:49.322287+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-19T22:33:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4458017", "taskType": "text-generation", "verifyResult": -1} {"failReason": "tokenizer_compatibility", "failureAction": "check_tokenizer_files_then_llm", "failureCategory": "tokenizer_compatibility", "failureClassificationReason": "broad_tokenizer_error", "failureCode": "TOKENIZER_FAILED", "failureDetectedFramework": "vllm_fix_tokenizer", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_framework", "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-19T22:11:37.184533+00:00", "modelId": "aisingapore/Gemma-SEA-LION-v4-27B-IT-FP8-Dynamic", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-19T22:07:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4458015", "taskType": "text-generation", "verifyResult": -1} {"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "vllm", "lastSyncTime": "2026-09-19T02:10:43.202143+00:00", "modelId": "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-19T02:03:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4609094", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"failReason": "framework_architecture_unsupported", "failureAction": "block_gpu_framework_architecture", "failureCategory": "framework_architecture_unsupported", "failureClassificationReason": "explicit_framework_model_unsupported", "failureCode": "MODEL_NOT_SUPPORTED", "failureDetectedFramework": "vllm", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "framework": "vllm", "lastSyncTime": "2026-09-12T06:09:22.250742+00:00", "modelId": "amd/Qwen-2.5-1.5B-Instruct-onnx-ryzenai-hybrid", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T06:03:21+00:00", "targetGpu": "MetaX_c-500", "taskId": "4079245", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDetectedFramework": "transformers", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "transformers", "lastSyncTime": "2026-09-12T05:51:39.310788+00:00", "modelId": "nightmedia/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Lite-Preview-Distill-Heretic-qx86-hi-mlx", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T05:43:21+00:00", "targetGpu": "Iluvatar_bi-100", "taskId": "4079926", "taskType": "text-generation", "verifyResult": -1} {"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "vllm", "lastSyncTime": "2026-09-12T05:24:45.924629+00:00", "modelId": "nightmedia/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Lite-Preview-Distill-Heretic-qx86-hi-mlx", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T05:21:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4080073", "taskType": "text-generation", "verifyResult": -1} -{"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "vllm", "lastSyncTime": "2026-09-12T04:58:37.211377+00:00", "modelId": "nightmedia/Qwen3-4B-Thinking-2507-Gemini-3-Pro-Preview-High-Reasoning-Distill-Heretic-qx86-hi-mlx", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T04:55:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4080069", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index c1892eb30e..c474659ac3 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -1,274 +1,3 @@ -{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "2e9cebc01b20081f0839fa18fe9ca4f7d059509f235699027201fe328177b304", "framework": "vllm_fix_tokenizer", "gpuType": "Sunrise_pt-200-x1", "modelId": "prism-ml/Ternary-Bonsai-2-27B-mlx-2bit", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4942333", "updateTime": "2026-09-19 08:52:15"} -{"accountKey": "c5217a5fe9b938618a85", "configFingerprint": "6f6eecfdce8cb92ba7646b68356f539b9e3b22165c56b20ad43debc6f5797b02", "framework": "llamacpp", "gpuType": "hygon_k100-ai", "modelId": "soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf", "modelTaskLevel": "文本生成", "modelTaskLevelId": "23", "status": "waiting", "taskId": "4942012", "updateTime": "2026-09-19 08:19:27"} -{"accountKey": "c5217a5fe9b938618a85", 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