diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index ef7230f27..c74d68305 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -749,26 +749,26 @@ "hygon_k100-ai|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 5, - "expiresAt": "2026-10-17T00:41:21+00:00", + "evidenceCount": 6, + "expiresAt": "2026-10-17T10:05:21+00:00", "framework": "vllm", - "latestFailureAt": "2026-09-17T00:41:21+00:00", + "latestFailureAt": "2026-09-17T10:05:21+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "qwen3_5", "sourceModelIds": [ + "ewinregirgojr/Qwen3.8-14B-Instruct-Turbo", "VerStella/Qwen3.8-27B-heretic-ara-W8A8-DCU", "EschaLabs/Qwen3.8-27B-Escha-W2", "douyamv/Qwen3.8-27B-FP8", - "cyankiwi/Ornith-1.5-9B-AWQ-FP8", - "groxaxo/Qwen3.8-27B-GPTQ-Pro-4bit-g64-calib128" + "cyankiwi/Ornith-1.5-9B-AWQ-FP8" ], "sourceTaskIds": [ + "4490374", "4460362", "4595432", "4609095", - "4592744", - "4590765" + "4592744" ], "targetGpu": "hygon_k100-ai", "taskType": "text-generation" @@ -1741,7 +1741,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-17T10:09:01.489270+00:00", + "generatedAt": "2026-09-17T10:10:02.956231+00:00", "summary": { "activeBlockCount": 84, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index ffe181cbc..fd1c6c734 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -416,121 +416,121 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-17T10:01:48.255307+00:00", + "generatedAt": "2026-09-17T10:10:12.809155+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 1191.05, + "backlogHours": 1134.1904761904761, "canVerify": true, 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16, - "qualityFactor": 0.09456555946572032, - "queueFactor": 0.9025345536111923, - "queueWeight": 0.9025345536111923, + "qualityFactor": 0.08616538375113811, + "queueFactor": 0.8960151860985902, + "queueWeight": 0.8960151860985902, "recentSuccess": 7, "recentSuccessRate": 0.16666666666666666, "recentTerminal": 42, "recentWilsonLowerBound": 0.08315811295836503, "running": 16, - "selectionWeight": 0.08534868499938654, + "selectionWeight": 0.07720549235703246, "stale": false, "submissionEligible": true, "throughputPerHour": 7.0, @@ -706,30 +706,30 @@ }, "hygon_k100-ai": { "available": true, - "backlogHours": 787.8285714285714, + "backlogHours": 766.0555555555555, "canVerify": true, "error": null, "gpu": "hygon_k100-ai", "healthFactor": 1.0, "maxConcurrentTasks": 6, - "qualityFactor": 0.7112194232058956, - "queueFactor": 1.0386389283224091, - "queueWeight": 1.0386389283224091, - "recentSuccess": 30, - "recentSuccessRate": 0.2857142857142857, - "recentTerminal": 105, - 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a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-17T10:01:48.255307+00:00", + "catalogUpdatedAt": "2026-09-17T10:10:12.809155+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-17T10:09:00.299225+00:00", + "generatedAt": "2026-09-17T10:12:04.120789+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -154,7 +154,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:25.673302+00:00" + "updatedAt": "2026-09-17T10:11:44.665878+00:00" }, "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Ascend_910-b3": { "taskTypes": [ @@ -162,7 +162,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:56.139254+00:00" + "updatedAt": "2026-09-17T10:12:01.298625+00:00" }, "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Ascend_910-b4": { "taskTypes": [ @@ -170,7 +170,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:56.105652+00:00" + "updatedAt": "2026-09-17T10:12:01.263373+00:00" }, "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -179,22 +179,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:56.175038+00:00" + "updatedAt": "2026-09-17T10:12:01.329555+00:00" }, - "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|MetaX_c-500": { + "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Kunlunxin_p-800": { "taskTypes": [ - "feature_emb", - "text-generation", - "visual-multi-modal" + "text-generation" ], - "updatedAt": "2026-09-17T10:08:56.239098+00:00" + "updatedAt": "2026-09-17T10:12:01.388532+00:00" }, "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:56.073986+00:00" + "updatedAt": "2026-09-17T10:12:01.228093+00:00" }, "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|hygon_k100-ai": { "taskTypes": [ @@ -202,7 +200,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:56.207559+00:00" + "updatedAt": "2026-09-17T10:12:01.357898+00:00" }, "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Ascend_910-b3": { "taskTypes": [ @@ -210,7 +208,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:44.880157+00:00" + "updatedAt": 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+ "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Kunlunxin_p-800": { "taskTypes": [ - "feature_emb", - "text-generation", - "visual-multi-modal" + "text-generation" ], - "updatedAt": "2026-09-17T10:08:39.892375+00:00" + "updatedAt": "2026-09-17T10:11:52.441603+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:39.594090+00:00" + "updatedAt": "2026-09-17T10:11:52.154762+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6017,7 +5762,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:39.839632+00:00" + "updatedAt": "2026-09-17T10:11:52.387152+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6026,15 +5771,13 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:05.848857+00:00" + "updatedAt": "2026-09-17T10:11:30.927212+00:00" }, - "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": { + "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": { "taskTypes": [ - "feature_emb", - "text-generation", - "visual-multi-modal" + "text-generation" ], - "updatedAt": "2026-09-17T10:08:05.893174+00:00" + "updatedAt": "2026-09-17T10:11:30.970335+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b3": { "taskTypes": [ @@ -6042,7 +5785,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:39.698974+00:00" + "updatedAt": "2026-09-17T10:11:52.263065+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b4": { "taskTypes": [ @@ -6050,7 +5793,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:39.647783+00:00" + "updatedAt": "2026-09-17T10:11:52.213452+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6059,14 +5802,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:39.744531+00:00" + "updatedAt": "2026-09-17T10:11:52.311095+00:00" + }, + "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Kunlunxin_p-800": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-17T10:11:52.434614+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:39.598064+00:00" + "updatedAt": "2026-09-17T10:11:52.154532+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6074,7 +5823,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:39.831607+00:00" + "updatedAt": "2026-09-17T10:11:52.395232+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": { "taskTypes": [ @@ -6082,7 +5831,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:48.538801+00:00" + "updatedAt": "2026-09-17T10:11:56.734330+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -6090,7 +5839,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:48.506177+00:00" + "updatedAt": "2026-09-17T10:11:56.648728+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6099,22 +5848,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:48.581091+00:00" + "updatedAt": "2026-09-17T10:11:56.790920+00:00" }, - "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|MetaX_c-500": { + "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Kunlunxin_p-800": { "taskTypes": [ - "feature_emb", - "text-generation", - "visual-multi-modal" + "text-generation" ], - "updatedAt": "2026-09-17T10:08:48.676557+00:00" + "updatedAt": "2026-09-17T10:11:56.865340+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": "2026-09-17T10:08:48.463780+00:00" + "updatedAt": "2026-09-17T10:11:56.616951+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6122,7 +5869,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-17T10:08:48.628276+00:00" + "updatedAt": "2026-09-17T10:11:56.826262+00:00" } }, "taskTree": [ @@ -6793,6 +6540,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-17T10:01:48.255307+00:00", + "taskTreeUpdatedAt": "2026-09-17T10:10:12.809155+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 8b629792c..d343e7356 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-17T09:11:01.258740+00:00", - "lastSyncTime": "2026-09-17T09:11:00.510552+00:00", + "generatedAt": "2026-09-17T10:10:02.916569+00:00", + "lastSyncTime": "2026-09-17T10:10:02.608119+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -753,26 +753,26 @@ "hygon_k100-ai|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 5, - "expiresAt": "2026-10-17T00:41:21+00:00", + "evidenceCount": 6, + "expiresAt": "2026-10-17T10:05:21+00:00", "framework": "vllm", - "latestFailureAt": "2026-09-17T00:41:21+00:00", + "latestFailureAt": "2026-09-17T10:05:21+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "qwen3_5", "sourceModelIds": [ + "ewinregirgojr/Qwen3.8-14B-Instruct-Turbo", "VerStella/Qwen3.8-27B-heretic-ara-W8A8-DCU", "EschaLabs/Qwen3.8-27B-Escha-W2", "douyamv/Qwen3.8-27B-FP8", - "cyankiwi/Ornith-1.5-9B-AWQ-FP8", - "groxaxo/Qwen3.8-27B-GPTQ-Pro-4bit-g64-calib128" + "cyankiwi/Ornith-1.5-9B-AWQ-FP8" ], "sourceTaskIds": [ + "4490374", "4460362", "4595432", "4609095", - "4592744", - "4590765" + "4592744" ], "targetGpu": "hygon_k100-ai", "taskType": "text-generation" @@ -1811,24 +1811,24 @@ }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation": { "attributableFailureCount": 7, - "decisionFailureRate": 1.0, - "decisionSuccessRate": 0.0, - "decisionTotal": 7, + "decisionFailureRate": 0.875, + "decisionSuccessRate": 0.125, + "decisionTotal": 8, "failureBreakdown": { "ambiguous_runtime": 5, "framework_architecture_unsupported": 7 }, "failureCount": 12, - "failureRate": 1.0, + "failureRate": 0.9231, "framework": "vllm_tokenizer_patch", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, - "successCount": 0, - "successRate": 0.0, + "successCount": 1, + "successRate": 0.0769, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 12, + "total": 13, "unresolvedFailureCount": 5 }, "Ascend_910-b3|vllm|text-generation": { @@ -1899,15 +1899,15 @@ "unresolvedFailureCount": 188 }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation": { - "attributableFailureCount": 2, + "attributableFailureCount": 3, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 2, + "decisionTotal": 3, "failureBreakdown": { - "ambiguous_runtime": 2, - "framework_architecture_unsupported": 2 + "ambiguous_runtime": 3, + "framework_architecture_unsupported": 3 }, - "failureCount": 4, + "failureCount": 6, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "pendingCount": 0, @@ -1917,8 +1917,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 4, - "unresolvedFailureCount": 2 + "total": 6, + "unresolvedFailureCount": 3 }, "Ascend_910-b4|vllm|text-generation": { "attributableFailureCount": 58, @@ -2745,19 +2745,19 @@ "unresolvedFailureCount": 11 }, "hygon_k100-ai|vllm|text-generation": { - "attributableFailureCount": 55, + "attributableFailureCount": 56, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 55, + "decisionTotal": 56, "failureBreakdown": { "ambiguous_runtime": 24, - "framework_architecture_unsupported": 43, + "framework_architecture_unsupported": 44, "memory_capacity": 1, "model_load": 5, "repository_structure": 4, "runtime_memory": 2 }, - "failureCount": 79, + "failureCount": 80, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -2767,7 +2767,7 @@ "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "text-generation", - "total": 79, + "total": 80, "unresolvedFailureCount": 24 } }, @@ -2837,14 +2837,14 @@ "unresolvedFailureCount": 906 }, "vllm": { - "attributableFailureCount": 393, - "decisionFailureRate": 0.9585, - "decisionSuccessRate": 0.0415, - "decisionTotal": 410, + "attributableFailureCount": 394, + "decisionFailureRate": 0.9586, + "decisionSuccessRate": 0.0414, + "decisionTotal": 411, "failureBreakdown": { "ambiguous_runtime": 230, "backend_operator": 38, - "framework_architecture_unsupported": 294, + "framework_architecture_unsupported": 295, "memory_capacity": 7, "model_load": 31, "platform_infrastructure": 2, @@ -2853,14 +2853,14 @@ "tokenizer_compatibility": 9, "参数/模板问题": 40 }, - "failureCount": 665, + "failureCount": 666, "failureRate": 0.9751, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 17, "successRate": 0.0249, - "total": 682, + "total": 683, "unresolvedFailureCount": 270 }, "vllm-mlu": { @@ -2953,32 +2953,32 @@ "unresolvedFailureCount": 72 }, "vllm_tokenizer_patch": { - "attributableFailureCount": 9, - "decisionFailureRate": 1.0, - "decisionSuccessRate": 0.0, - "decisionTotal": 9, + "attributableFailureCount": 10, + "decisionFailureRate": 0.9091, + "decisionSuccessRate": 0.0909, + "decisionTotal": 11, "failureBreakdown": { - "ambiguous_runtime": 7, - "framework_architecture_unsupported": 9 + "ambiguous_runtime": 8, + "framework_architecture_unsupported": 10 }, - "failureCount": 16, - "failureRate": 1.0, + "failureCount": 18, + "failureRate": 0.9474, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, - "successCount": 0, - "successRate": 0.0, - "total": 16, - "unresolvedFailureCount": 7 + "successCount": 1, + "successRate": 0.0526, + "total": 19, + "unresolvedFailureCount": 8 } }, - "generatedAt": "2026-09-17T09:11:01.252695+00:00", + "generatedAt": "2026-09-17T10:10:02.910840+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 54, - "decisionFailureRate": 0.9643, - "decisionSuccessRate": 0.0357, - "decisionTotal": 56, + "decisionFailureRate": 0.9474, + "decisionSuccessRate": 0.0526, + "decisionTotal": 57, "failureBreakdown": { "ambiguous_runtime": 37, "framework_architecture_unsupported": 52, @@ -2988,23 +2988,23 @@ "验证失败": 27 }, "failureCount": 128, - "failureRate": 0.9846, + "failureRate": 0.9771, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, - "successCount": 2, - "successRate": 0.0154, - "total": 130, + "successCount": 3, + "successRate": 0.0229, + "total": 131, "unresolvedFailureCount": 74 }, "Ascend_910-b4": { - "attributableFailureCount": 61, - "decisionFailureRate": 0.9683, - "decisionSuccessRate": 0.0317, - "decisionTotal": 63, + "attributableFailureCount": 62, + "decisionFailureRate": 0.9688, + "decisionSuccessRate": 0.0312, + "decisionTotal": 64, "failureBreakdown": { - "ambiguous_runtime": 45, - "framework_architecture_unsupported": 56, + "ambiguous_runtime": 46, + "framework_architecture_unsupported": 57, "memory_capacity": 1, "model_load": 1, "repository_structure": 1, @@ -3012,15 +3012,15 @@ "参数/模板问题": 13, "验证失败": 175 }, - "failureCount": 294, - "failureRate": 0.9932, + "failureCount": 296, + "failureRate": 0.9933, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, - "successRate": 0.0068, - "total": 296, - "unresolvedFailureCount": 233 + "successRate": 0.0067, + "total": 298, + "unresolvedFailureCount": 234 }, "Biren_166m": { "attributableFailureCount": 61, @@ -3285,13 +3285,13 @@ "unresolvedFailureCount": 216 }, "hygon_k100-ai": { - "attributableFailureCount": 62, + "attributableFailureCount": 63, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 62, + "decisionTotal": 63, "failureBreakdown": { "ambiguous_runtime": 29, - "framework_architecture_unsupported": 49, + "framework_architecture_unsupported": 50, "memory_capacity": 1, "model_load": 5, "repository_structure": 4, @@ -3299,14 +3299,14 @@ "参数/模板问题": 10, "验证失败": 27 }, - "failureCount": 128, + "failureCount": 129, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, - "total": 128, + "total": 129, "unresolvedFailureCount": 66 } }, @@ -3373,6 +3373,27 @@ "total": 4, "unresolvedFailureCount": 4 }, + "Ascend_910-b3|vllm_tokenizer_patch|text-generation|llama|none": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 1.0, + "decisionTotal": 1, + "failureBreakdown": {}, + "failureCount": 0, + "failureRate": 0.0, + "framework": "vllm_tokenizer_patch", + "modelType": 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"text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation|llama|none": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -3557,6 +3601,29 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Ascend_910-b4|vllm_tokenizer_patch|text-generation|spark2_5|fp8": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_tokenizer_patch", + "modelType": "spark2_5", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "fp8", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Biren_166m|vllm|text-generation|lfm2|none": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, @@ -7330,22 +7397,22 @@ "unresolvedFailureCount": 2 }, "hygon_k100-ai|vllm|text-generation": { - "attributableFailureCount": 13, - "consecutiveFailures": 13, + "attributableFailureCount": 14, + "consecutiveFailures": 14, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 13, + "decisionTotal": 14, "failureBreakdown": { - "ambiguous_runtime": 7, - "framework_architecture_unsupported": 12, + "ambiguous_runtime": 6, + "framework_architecture_unsupported": 13, "model_load": 1 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-17T01:19:27.449287+00:00", + "lastTerminalAt": "2026-09-17T10:10:02.608119+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -7354,7 +7421,7 @@ "targetGpu": "hygon_k100-ai", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 7 + "unresolvedFailureCount": 6 } }, "recentProfileCombinationStats": { @@ -7582,6 +7649,28 @@ "total": 4, "unresolvedFailureCount": 4 }, + "Ascend_910-b3|vllm_tokenizer_patch|text-generation|llama|none|32": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 1.0, + "decisionTotal": 1, + "failureBreakdown": {}, + "failureCount": 0, + "failureRate": 0.0, + "framework": "vllm_tokenizer_patch", + "loadSizeLog2Bucket": 32, + "modelType": "llama", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 1, + "successRate": 1.0, + "targetGpu": "Ascend_910-b3", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation|mistral3|none|34": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -7702,6 +7791,30 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Ascend_910-b4|vllm_tokenizer_patch|text-generation|llama|awq|32": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_tokenizer_patch", + "loadSizeLog2Bucket": 32, + "modelType": "llama", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "awq", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation|llama|none|32": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -7774,6 +7887,30 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Ascend_910-b4|vllm_tokenizer_patch|text-generation|spark2_5|fp8|32": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_tokenizer_patch", + "loadSizeLog2Bucket": 32, + "modelType": "spark2_5", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "fp8", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Biren_166m|vllm|text-generation|lfm2|none|29": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, @@ -12388,17 +12525,17 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 2112, - "totalRecords": 2215, + "terminalRecords": 2116, + "totalRecords": 2219, "totals": { - "attributableFailureCount": 688, - "decisionFailureRate": 0.8843, - "decisionSuccessRate": 0.1157, - "decisionTotal": 778, + "attributableFailureCount": 690, + "decisionFailureRate": 0.8835, + "decisionSuccessRate": 0.1165, + "decisionTotal": 781, "failureBreakdown": { - "ambiguous_runtime": 518, + "ambiguous_runtime": 519, "backend_operator": 48, - "framework_architecture_unsupported": 457, + "framework_architecture_unsupported": 459, "memory_capacity": 12, "model_load": 85, "platform_infrastructure": 10, @@ -12408,30 +12545,31 @@ "参数/模板问题": 133, "验证失败": 673 }, - "failureCount": 2022, - "failureRate": 0.9574, + "failureCount": 2025, + "failureRate": 0.957, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 10, - "successCount": 90, - "successRate": 0.0426, - "total": 2112, - "unresolvedFailureCount": 1324 + "successCount": 91, + "successRate": 0.043, + "total": 2116, + "unresolvedFailureCount": 1325 }, "warnings": [ "GPU Mthreads_s4000 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 Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Ascend_910-b4 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 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。", "GPU hygon_k100-ai 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 Cambricon_mlu-370-x4 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-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 MetaX_c-500 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 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 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。", "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 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。", @@ -12455,6 +12593,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 2215, + "summarizedRecords": 2219, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index c2f3b4c5b..15ffc5550 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": "2026-09-17T10:10:02.608119+00:00", "modelId": "ewinregirgojr/Qwen3.8-14B-Instruct-Turbo", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T10:05:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4490374", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-17T04:34:21.545391+00:00", "modelId": "BAAI/Law_Justice-llama3_1_8B_instruct", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T04:33:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471925", "taskType": "text-generation", "verifyResult": -1} {"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", "lastSyncTime": "2026-09-17T03:40:30.307157+00:00", "modelId": "RedHatAI/Phi-3-medium-128k-instruct-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T03:37:21+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4505133", "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": "2026-09-17T03:22:03.500197+00:00", "modelId": "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-17T03:21:21+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4610340", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-11T07:43:04.407471+00:00", "modelId": "deepreinforce-ai/Ornith-1.0-35B-FP8", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-11T07:38:33+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4079996", "taskType": "text-generation", "verifyResult": null} {"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": 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"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", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-11T07:05:27.006934+00:00", "modelId": "RedHatAI/SmolLM-1.7B-Instruct-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-11T06:57:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523318", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl index 822993a21..694365614 100644 --- a/.modelhub_state/recovery_intents.jsonl +++ b/.modelhub_state/recovery_intents.jsonl @@ -850,6 +850,12 @@ {"batchId": 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