diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index baf2f24e..2582df62 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -245,7 +245,7 @@ "ascend_910-b4|vllm|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 3, + "evidenceCount": 2, "expiresAt": "2026-10-08T03:33:22+00:00", "framework": "vllm", "latestFailureAt": "2026-09-08T03:33:22+00:00", @@ -254,13 +254,11 @@ "modelType": "qwen3_5_moe", "sourceModelIds": [ "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", - "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B", - "apodex/Apodex-1.1-mini-GPTQ-Int4" + "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B" ], "sourceTaskIds": [ "4478318", - "4481796", - "4421469" + "4481796" ], "targetGpu": "Ascend_910-b4", "taskType": "text-generation" @@ -1323,7 +1321,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-10T06:11:22.172433+00:00", + "generatedAt": "2026-09-10T06:11:26.417304+00:00", "summary": { "activeBlockCount": 66, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 01ee48f7..a84cc364 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -416,7 +416,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-10T06:09:32.403893+00:00", + "generatedAt": "2026-09-10T06:11:26.423008+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 6e4db4ab..df04be4e 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-10T06:09:32.403893+00:00", + "catalogUpdatedAt": "2026-09-10T06:11:26.423008+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-10T06:11:10.558041+00:00", + "generatedAt": "2026-09-10T06:12:56.024075+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -154,7 +154,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:42.886745+00:00" + "updatedAt": "2026-09-10T06:12:26.056956+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b3": { "taskTypes": [ @@ -162,7 +162,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:54.649560+00:00" + "updatedAt": "2026-09-10T06:12:38.905111+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b4": { "taskTypes": [ @@ -170,7 +170,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:54.861541+00:00" + "updatedAt": "2026-09-10T06:12:39.039539+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -179,20 +179,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:54.726936+00:00" + "updatedAt": "2026-09-10T06:12:38.956866+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:54.779799+00:00" + "updatedAt": "2026-09-10T06:12:38.994275+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T06:10:54.974761+00:00" + "updatedAt": "2026-09-10T06:12:39.103031+00:00" }, "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|hygon_k100-ai": { "taskTypes": [ @@ -200,7 +200,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:54.580240+00:00" + "updatedAt": "2026-09-10T06:12:38.865535+00:00" }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Ascend_910-b3": { "taskTypes": [ @@ -208,7 +208,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:11:05.706575+00:00" + "updatedAt": "2026-09-10T06:12:51.028892+00:00" }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Ascend_910-b4": { "taskTypes": [ @@ -216,7 +216,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:11:05.915923+00:00" + "updatedAt": "2026-09-10T06:12:51.202995+00:00" }, "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -225,20 +225,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:11:05.737962+00:00" + "updatedAt": "2026-09-10T06:12:51.096187+00:00" }, 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+332,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:11:06.086550+00:00" + "updatedAt": "2026-09-10T06:12:51.247659+00:00" }, "https://modelscope.cn/models/DevQuasar/LGAI-EXAONE.K-EXAONE-2.0-750B-A37B-GGUF|2026-08-08T14:54:54+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -341,20 +341,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:11:05.996776+00:00" + "updatedAt": "2026-09-10T06:12:51.141613+00:00" }, "https://modelscope.cn/models/DevQuasar/LGAI-EXAONE.K-EXAONE-2.0-750B-A37B-GGUF|2026-08-08T14:54:54+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:11:06.042366+00:00" + "updatedAt": "2026-09-10T06:12:51.190936+00:00" }, "https://modelscope.cn/models/DevQuasar/LGAI-EXAONE.K-EXAONE-2.0-750B-A37B-GGUF|2026-08-08T14:54:54+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T06:11:06.145096+00:00" + "updatedAt": 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"https://modelscope.cn/models/yansongwei/UltraGen-train|2026-08-17T07:06:35+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5556,7 +5557,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:52.056565+00:00" + "updatedAt": "2026-09-10T06:12:36.065647+00:00" }, "https://modelscope.cn/models/yansongwei/UltraGen-train|2026-08-17T07:06:35+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5564,7 +5565,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:52.157793+00:00" + "updatedAt": "2026-09-10T06:12:36.188771+00:00" }, "https://modelscope.cn/models/yansongwei/UltraGen-train|2026-08-17T07:06:35+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -5573,20 +5574,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:52.089519+00:00" + "updatedAt": "2026-09-10T06:12:36.109173+00:00" }, "https://modelscope.cn/models/yansongwei/UltraGen-train|2026-08-17T07:06:35+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:52.123015+00:00" + "updatedAt": "2026-09-10T06:12:36.156153+00:00" }, "https://modelscope.cn/models/yansongwei/UltraGen-train|2026-08-17T07:06:35+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T06:10:52.197066+00:00" + "updatedAt": "2026-09-10T06:12:36.233772+00:00" }, "https://modelscope.cn/models/yansongwei/UltraGen-train|2026-08-17T07:06:35+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5594,7 +5595,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:52.021562+00:00" + "updatedAt": "2026-09-10T06:12:36.030300+00:00" }, "https://modelscope.cn/models/yobo2u/DeepSeek-V4-Flash-0731-A100|2026-08-19T19:48:39+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5602,7 +5603,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:48.330076+00:00" + "updatedAt": "2026-09-10T06:12:32.084802+00:00" }, 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"2026-09-10T06:12:33.298091+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": "2026-09-10T06:10:49.527235+00:00" + "updatedAt": "2026-09-10T06:12:33.344126+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Vastai_va16": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-10T06:10:49.635401+00:00" + "updatedAt": "2026-09-10T06:12:33.412498+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5732,7 +5733,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:49.381434+00:00" + "updatedAt": "2026-09-10T06:12:33.184269+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": { "taskTypes": [ @@ -5740,7 +5741,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:55.246299+00:00" + "updatedAt": "2026-09-10T06:12:39.649021+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -5748,7 +5749,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:55.347019+00:00" + "updatedAt": "2026-09-10T06:12:39.809670+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -5757,20 +5758,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:55.283771+00:00" + "updatedAt": "2026-09-10T06:12:39.679647+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": "2026-09-10T06:10:55.317233+00:00" + "updatedAt": "2026-09-10T06:12:39.770575+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": "2026-09-10T06:10:55.384573+00:00" + "updatedAt": "2026-09-10T06:12:39.847739+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5778,7 +5779,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-10T06:10:55.209608+00:00" + "updatedAt": "2026-09-10T06:12:39.615952+00:00" } }, "taskTree": [ @@ -6449,6 +6450,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-10T06:09:32.403893+00:00", + "taskTreeUpdatedAt": "2026-09-10T06:11:26.423008+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 5e48d3d3..d24020d6 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-10T06:03:48.379702+00:00", - "lastSyncTime": "2026-09-10T06:03:48.106939+00:00", + "generatedAt": "2026-09-10T06:11:26.387915+00:00", + "lastSyncTime": "2026-09-10T06:11:26.144205+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -249,7 +249,7 @@ "ascend_910-b4|vllm|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 3, + "evidenceCount": 2, "expiresAt": "2026-10-08T03:33:22+00:00", "framework": "vllm", "latestFailureAt": "2026-09-08T03:33:22+00:00", @@ -258,13 +258,11 @@ "modelType": "qwen3_5_moe", "sourceModelIds": [ "mlx-community/Qwen3.5-35B-A3B-OptiQ-4bit-REAP-19B", - "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B", - "apodex/Apodex-1.1-mini-GPTQ-Int4" + "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B" ], "sourceTaskIds": [ "4478318", - "4481796", - "4421469" + "4481796" ], "targetGpu": "Ascend_910-b4", "taskType": "text-generation" @@ -1509,7 +1507,7 @@ "decisionSuccessRate": 0.04, "decisionTotal": 25, "failureBreakdown": { - "ambiguous_runtime": 22, + "ambiguous_runtime": 24, "backend_operator": 2, "framework_architecture_unsupported": 18, "memory_capacity": 1, @@ -1517,18 +1515,18 @@ "tokenizer_compatibility": 1, "验证失败": 27 }, - "failureCount": 73, - "failureRate": 0.9865, + "failureCount": 75, + "failureRate": 0.9868, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.0135, + "successRate": 0.0132, "targetGpu": "Biren_166m", "taskType": "text-generation", - "total": 74, - "unresolvedFailureCount": 49 + "total": 76, + "unresolvedFailureCount": 51 }, "Biren_166m|vllm|text-generation": { "attributableFailureCount": 1, @@ -2306,7 +2304,7 @@ "decisionSuccessRate": 0.284, "decisionTotal": 169, "failureBreakdown": { - "ambiguous_runtime": 103, + "ambiguous_runtime": 105, "backend_operator": 2, "framework_architecture_unsupported": 87, "memory_capacity": 5, @@ -2315,15 +2313,15 @@ "参数/模板问题": 56, "验证失败": 673 }, - "failureCount": 953, - "failureRate": 0.952, + "failureCount": 955, + "failureRate": 0.9521, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 48, - "successRate": 0.048, - "total": 1001, - "unresolvedFailureCount": 832 + "successRate": 0.0479, + "total": 1003, + "unresolvedFailureCount": 834 }, "vllm": { "attributableFailureCount": 230, @@ -2453,7 +2451,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-10T06:03:48.375637+00:00", + "generatedAt": "2026-09-10T06:11:26.383978+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2509,7 +2507,7 @@ "decisionSuccessRate": 0.0385, "decisionTotal": 26, "failureBreakdown": { - "ambiguous_runtime": 22, + "ambiguous_runtime": 24, "backend_operator": 2, "framework_architecture_unsupported": 18, "memory_capacity": 1, @@ -2517,15 +2515,15 @@ "tokenizer_compatibility": 1, "验证失败": 27 }, - "failureCount": 74, - "failureRate": 0.9867, + "failureCount": 76, + "failureRate": 0.987, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.0133, - "total": 75, - "unresolvedFailureCount": 49 + "successRate": 0.013, + "total": 77, + "unresolvedFailureCount": 51 }, "Cambricon_mlu-370-x4": { "attributableFailureCount": 20, @@ -4033,25 +4031,25 @@ "decisionSuccessRate": 0.1111, "decisionTotal": 9, "failureBreakdown": { - "ambiguous_runtime": 6, + "ambiguous_runtime": 8, "backend_operator": 2, "framework_architecture_unsupported": 5, "model_load": 1 }, - "failureCount": 14, - "failureRate": 0.9333, + "failureCount": 16, + "failureRate": 0.9412, "framework": "unknown", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-10T05:18:58.697138+00:00", + "lastTerminalAt": "2026-09-10T06:11:26.144205+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.0667, + "successRate": 0.0588, "targetGpu": "Biren_166m", "taskType": "text-generation", - "total": 15, - "unresolvedFailureCount": 6 + "total": 17, + "unresolvedFailureCount": 8 }, "Cambricon_mlu-370-x4|unknown|text-generation": { "attributableFailureCount": 4, @@ -4296,9 +4294,9 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 10 + "ambiguous_runtime": 9 }, - "failureCount": 10, + "failureCount": 9, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, @@ -4310,8 +4308,8 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 10, - "unresolvedFailureCount": 10 + "total": 9, + "unresolvedFailureCount": 9 }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 0, @@ -6879,15 +6877,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1513, - "totalRecords": 1600, + "terminalRecords": 1515, + "totalRecords": 1602, "totals": { "attributableFailureCount": 400, "decisionFailureRate": 0.8909, "decisionSuccessRate": 0.1091, "decisionTotal": 449, "failureBreakdown": { - "ambiguous_runtime": 294, + "ambiguous_runtime": 296, "backend_operator": 29, "framework_architecture_unsupported": 271, "memory_capacity": 11, @@ -6899,21 +6897,21 @@ "参数/模板问题": 95, "验证失败": 673 }, - "failureCount": 1464, - "failureRate": 0.9676, + "failureCount": 1466, + "failureRate": 0.9677, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 49, - "successRate": 0.0324, - "total": 1513, - "unresolvedFailureCount": 1062 + "successRate": 0.0323, + "total": 1515, + "unresolvedFailureCount": 1064 }, "warnings": [ "GPU Cambricon_mlu-370-x8 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 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 Iluvatar_bi-150 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 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。", @@ -6921,7 +6919,7 @@ "GPU hygon_k100-ai 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 Mthreads_s4000 本地统计失败率偏高(≥50%),建议重点关注。", - "GPU Iluvatar_bi-150 本地统计失败率偏高(≥50%),建议重点关注。", + "GPU Sunrise_pt-200-x1 本地统计失败率偏高(≥50%),建议重点关注。", "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。", "组合 Cambricon_mlu-370-x8|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 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。", @@ -6942,6 +6940,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1600, + "summarizedRecords": 1602, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 12e02e86..f33a7959 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,5 @@ +{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "quantization_error", "failureCode": "QUANTIZATION_ERROR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T06:11:26.144205+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W8A8-FP8-Channelwise-compressed-tensors", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:09:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610359", "taskType": "text-generation", "verifyResult": -1} +{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "quantization_error", "failureCode": "QUANTIZATION_ERROR", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-10T06:11:26.144180+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T06:05:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610355", "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": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T06:03:48.106911+00:00", "modelId": "nm-testing/tinyllama-oneshot-w8a16-per-channel", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T05:59:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471974", "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": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-10T06:03:48.106939+00:00", "modelId": "nm-testing/Meta-Llama-3-8B-Instruct-W4A16-ACTORDER-compressed-tensors-test", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T05:57:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4493605", "taskType": "text-generation", "verifyResult": -1} {"failReason": 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"failureCode": "MODEL_NOT_SUPPORTED", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5_moe"], "framework": "", "lastSyncTime": "2026-09-07T11:52:43.602584+00:00", "modelId": "mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T11:47:21+00:00", "targetGpu": "Cambricon_mlu-370-x8", "taskId": "4471036", "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", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-07T11:33:34.194546+00:00", "modelId": "apodex/Apodex-1.1-mini-GPTQ-Int4", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-07T11:29:21+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4460429", "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_moe"], "framework": "vllm", "lastSyncTime": "2026-09-07T11:33:34.194572+00:00", "modelId": "apodex/Apodex-1.1-mini-GPTQ-Int4", "modelProfile": {}, "outcome": "failed", "status": 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