From c41b3c4b99e98015c2a0d8454d8dc219085cb8fc Mon Sep 17 00:00:00 2001 From: CoolBoy <2269097679@qq.com> Date: Sun, 13 Sep 2026 03:23:35 +0000 Subject: [PATCH] state: generation 6494 (cycle) --- .../architecture_compatibility_blacklist.json | 10 +- .../architecture_history_backfill.json | 6 +- .modelhub_state/market_intelligence.json | 2 +- .modelhub_state/official_capabilities.json | 1506 ++++++++--------- .modelhub_state/outcome_checkpoint.json | 156 +- .modelhub_state/recent_outcomes.jsonl | 4 +- .modelhub_state/recovery_active_tasks.jsonl | 1342 +++++++-------- .modelhub_state/recovery_intents.jsonl | 1252 +++++++------- manifest.json | 20 +- 9 files changed, 2151 insertions(+), 2147 deletions(-) diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 1505478c..b6a1c3a0 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -5,17 +5,19 @@ "architectures": [ "spark2_5forcausallm" ], - "evidenceCount": 1, - "expiresAt": "2026-10-12T18:53:21+00:00", + "evidenceCount": 2, + "expiresAt": "2026-10-13T03:21:22+00:00", "framework": "vllm", - "latestFailureAt": "2026-09-12T18:53:21+00:00", + "latestFailureAt": "2026-09-13T03:21:22+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ + "XHToken/Spark-X2.5-1.7B", "XHToken/Spark-X2.5-4B" ], "sourceTaskIds": [ + "4558358", "4549470" ], "targetGpu": "Ascend_910-b3", @@ -1452,7 +1454,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-13T03:21:01.790500+00:00", + "generatedAt": "2026-09-13T03:23:35.319999+00:00", "summary": { "activeBlockCount": 73, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index 78bf3aea..9289d63f 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -35,7 +35,7 @@ "2": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 470, + "listingErrors": 471, "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": 2, + "nextAccountIndex": 3, "recordsScanned": 0, "seenTaskIds": [], "startedAt": "2026-09-04T03:55:51.365685+00:00", "terminalRecords": 0, "uniqueRecords": 0, - "updatedAt": "2026-09-13T03:21:01.766730+00:00", + "updatedAt": "2026-09-13T03:23:35.292599+00:00", "version": 1 } diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 9509e099..c085176d 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -416,7 +416,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-13T03:18:44.038928+00:00", + "generatedAt": "2026-09-13T03:22:09.156126+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index bd5ebbf8..bb40d73f 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-13T03:18:44.038928+00:00", + "catalogUpdatedAt": "2026-09-13T03:22:09.156126+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-13T03:21:01.298618+00:00", + "generatedAt": "2026-09-13T03:23:34.713137+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -154,7 +154,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:35.824542+00:00" + "updatedAt": "2026-09-13T03:23:12.204220+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": "2026-09-13T03:20:54.286995+00:00" + "updatedAt": "2026-09-13T03:23:28.491283+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": "2026-09-13T03:20:54.257027+00:00" + "updatedAt": "2026-09-13T03:23:28.460931+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": [ @@ -179,20 +179,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:54.316643+00:00" + "updatedAt": "2026-09-13T03:23:28.521503+00:00" }, "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-13T03:20:54.346290+00:00" + "updatedAt": "2026-09-13T03:23:28.551790+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": "2026-09-13T03:20:54.226136+00:00" + "updatedAt": "2026-09-13T03:23:28.424136+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": [ @@ -200,14 +200,14 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:54.195323+00:00" + "updatedAt": "2026-09-13T03:23:28.394573+00:00" }, "https://modelscope.cn/models/BAAI/AREX-Turbo|2026-08-11T14:42:47+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:58.139980+00:00" + "updatedAt": "2026-09-13T03:23:31.917645+00:00" }, "https://modelscope.cn/models/BAAI/AREX-Turbo|2026-08-11T14:42:47+00:00|hygon_k100-ai": { "taskTypes": [ @@ -215,7 +215,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:58.101576+00:00" + "updatedAt": "2026-09-13T03:23:31.860411+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": [ @@ -223,7 +223,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:48.151954+00:00" + "updatedAt": "2026-09-13T03:23:22.494461+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": [ @@ -231,7 +231,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:48.091964+00:00" + "updatedAt": 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@@ -261,19 +261,19 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:47.959582+00:00" + "updatedAt": "2026-09-13T03:23:22.310196+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": "2026-09-13T03:20:45.740744+00:00" + "updatedAt": "2026-09-13T03:23:20.031638+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": "2026-09-13T03:20:45.774276+00:00" + "updatedAt": "2026-09-13T03:23:20.063442+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": [ @@ -281,7 +281,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:48.145091+00:00" + 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"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": "2026-09-13T03:20:48.032209+00:00" + "updatedAt": "2026-09-13T03:23:22.349297+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": [ @@ -319,7 +319,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:47.992199+00:00" + "updatedAt": "2026-09-13T03:23:22.311128+00:00" }, "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|Ascend_910-b3": { "taskTypes": [ @@ -327,7 +327,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:21:00.543385+00:00" + "updatedAt": "2026-09-13T03:23:34.271522+00:00" }, "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|Ascend_910-b4": { "taskTypes": [ @@ -335,7 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"https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|hygon_k100-ai": { "taskTypes": [ @@ -365,7 +365,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:21:00.446937+00:00" + "updatedAt": "2026-09-13T03:23:34.186637+00:00" }, "https://modelscope.cn/models/Eco-Tech/GLM-5.1-w4a8|2026-08-10T13:58:27+00:00|Ascend_910-b3": { "taskTypes": [ @@ -373,20 +373,20 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:21:00.330543+00:00" + "updatedAt": "2026-09-13T03:23:34.023493+00:00" }, "https://modelscope.cn/models/Eco-Tech/GLM-5.1-w4a8|2026-08-10T13:58:27+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-13T03:21:00.356679+00:00" + "updatedAt": "2026-09-13T03:23:34.050718+00:00" }, "https://modelscope.cn/models/Eco-Tech/GLM-5.1-w4a8|2026-08-10T13:58:27+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": 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"https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-13T03:20:49.614941+00:00" + "updatedAt": "2026-09-13T03:23:24.045781+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": "2026-09-13T03:20:49.484937+00:00" + "updatedAt": "2026-09-13T03:23:23.911682+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5858,7 +5858,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-13T03:20:49.455362+00:00" + "updatedAt": "2026-09-13T03:23:23.875796+00:00" } }, "taskTree": [ @@ -6529,6 +6529,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-13T03:18:44.038928+00:00", + "taskTreeUpdatedAt": "2026-09-13T03:22:09.156126+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 6d76078b..0151e0e8 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-13T03:12:57.762588+00:00", - "lastSyncTime": "2026-09-13T03:12:57.550578+00:00", + "generatedAt": "2026-09-13T03:22:02.802525+00:00", + "lastSyncTime": "2026-09-13T03:22:02.529658+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -9,17 +9,19 @@ "architectures": [ "spark2_5forcausallm" ], - "evidenceCount": 1, - "expiresAt": "2026-10-12T18:53:21+00:00", + "evidenceCount": 2, + "expiresAt": "2026-10-13T03:21:22+00:00", "framework": "vllm", - "latestFailureAt": "2026-09-12T18:53:21+00:00", + "latestFailureAt": "2026-09-13T03:21:22+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ + "XHToken/Spark-X2.5-1.7B", "XHToken/Spark-X2.5-4B" ], "sourceTaskIds": [ + "4558358", "4549470" ], "targetGpu": "Ascend_910-b3", @@ -1520,17 +1522,17 @@ "unresolvedFailureCount": 1 }, "Ascend_910-b3|vllm|text-generation": { - "attributableFailureCount": 30, + "attributableFailureCount": 31, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 30, + "decisionTotal": 31, "failureBreakdown": { "ambiguous_runtime": 28, - "framework_architecture_unsupported": 28, + "framework_architecture_unsupported": 29, "memory_capacity": 1, "tokenizer_compatibility": 1 }, - "failureCount": 58, + "failureCount": 59, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -1540,7 +1542,7 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 58, + "total": 59, "unresolvedFailureCount": 28 }, "Ascend_910-b4|llamacpp|text-generation": { @@ -1935,9 +1937,9 @@ }, "Iluvatar_mrv-100|unknown|text-generation": { "attributableFailureCount": 92, - "decisionFailureRate": 0.8679, - "decisionSuccessRate": 0.1321, - "decisionTotal": 106, + "decisionFailureRate": 0.8598, + "decisionSuccessRate": 0.1402, + "decisionTotal": 107, "failureBreakdown": { "ambiguous_runtime": 21, "framework_architecture_unsupported": 50, @@ -1948,16 +1950,16 @@ "验证失败": 47 }, "failureCount": 163, - "failureRate": 0.9209, + "failureRate": 0.9157, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, - "successCount": 14, - "successRate": 0.0791, + "successCount": 15, + "successRate": 0.0843, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", - "total": 177, + "total": 178, "unresolvedFailureCount": 70 }, "Iluvatar_mrv-100|vllm|text-generation": { @@ -2462,9 +2464,9 @@ }, "unknown": { "attributableFailureCount": 150, - "decisionFailureRate": 0.7389, - "decisionSuccessRate": 0.2611, - "decisionTotal": 203, + "decisionFailureRate": 0.7353, + "decisionSuccessRate": 0.2647, + "decisionTotal": 204, "failureBreakdown": { "ambiguous_runtime": 139, "backend_operator": 4, @@ -2477,24 +2479,24 @@ "验证失败": 673 }, "failureCount": 1024, - "failureRate": 0.9508, + "failureRate": 0.9499, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, - "successCount": 53, - "successRate": 0.0492, - "total": 1077, + "successCount": 54, + "successRate": 0.0501, + "total": 1078, "unresolvedFailureCount": 873 }, "vllm": { - "attributableFailureCount": 291, + "attributableFailureCount": 292, "decisionFailureRate": 0.9898, "decisionSuccessRate": 0.0102, - "decisionTotal": 294, + "decisionTotal": 295, "failureBreakdown": { "ambiguous_runtime": 201, "backend_operator": 34, - "framework_architecture_unsupported": 205, + "framework_architecture_unsupported": 206, "memory_capacity": 6, "model_load": 26, "platform_infrastructure": 1, @@ -2503,14 +2505,14 @@ "tokenizer_compatibility": 6, "参数/模板问题": 24 }, - "failureCount": 517, + "failureCount": 518, "failureRate": 0.9942, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 3, "successRate": 0.0058, - "total": 520, + "total": 521, "unresolvedFailureCount": 225 }, "vllm-mlu": { @@ -2615,29 +2617,29 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-13T03:12:57.758640+00:00", + "generatedAt": "2026-09-13T03:22:02.797818+00:00", "gpuSummaries": { "Ascend_910-b3": { - "attributableFailureCount": 30, - "decisionFailureRate": 0.9677, - "decisionSuccessRate": 0.0323, - "decisionTotal": 31, + "attributableFailureCount": 31, + "decisionFailureRate": 0.9688, + "decisionSuccessRate": 0.0312, + "decisionTotal": 32, "failureBreakdown": { "ambiguous_runtime": 28, - "framework_architecture_unsupported": 28, + "framework_architecture_unsupported": 29, "memory_capacity": 1, "tokenizer_compatibility": 1, "参数/模板问题": 8, "验证失败": 27 }, - "failureCount": 93, - "failureRate": 0.9894, + "failureCount": 94, + "failureRate": 0.9895, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, - "successRate": 0.0106, - "total": 94, + "successRate": 0.0105, + "total": 95, "unresolvedFailureCount": 63 }, "Ascend_910-b4": { @@ -2780,9 +2782,9 @@ }, "Iluvatar_mrv-100": { "attributableFailureCount": 94, - "decisionFailureRate": 0.8704, - "decisionSuccessRate": 0.1296, - "decisionTotal": 108, + "decisionFailureRate": 0.8624, + "decisionSuccessRate": 0.1376, + "decisionTotal": 109, "failureBreakdown": { "ambiguous_runtime": 21, "framework_architecture_unsupported": 51, @@ -2793,13 +2795,13 @@ "验证失败": 47 }, "failureCount": 165, - "failureRate": 0.9218, + "failureRate": 0.9167, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, - "successCount": 14, - "successRate": 0.0782, - "total": 179, + "successCount": 15, + "successRate": 0.0833, + "total": 180, "unresolvedFailureCount": 70 }, "Kunlunxin_p-800": { @@ -4436,21 +4438,21 @@ }, "recentCombinationStats": { "Ascend_910-b3|vllm|text-generation": { - "attributableFailureCount": 4, - "consecutiveFailures": 4, + "attributableFailureCount": 5, + "consecutiveFailures": 5, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 4, + "decisionTotal": 5, "failureBreakdown": { - "ambiguous_runtime": 16, - "framework_architecture_unsupported": 4 + "ambiguous_runtime": 15, + "framework_architecture_unsupported": 5 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-12T19:23:45.302791+00:00", + "lastTerminalAt": "2026-09-13T03:22:02.529658+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4459,7 +4461,7 @@ "targetGpu": "Ascend_910-b3", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 16 + "unresolvedFailureCount": 15 }, "Ascend_910-b4|unknown|text-generation": { "attributableFailureCount": 0, @@ -4672,27 +4674,27 @@ "unresolvedFailureCount": 2 }, "Iluvatar_mrv-100|unknown|text-generation": { - "attributableFailureCount": 13, - "consecutiveFailures": 2, + "attributableFailureCount": 12, + "consecutiveFailures": 0, "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.7647, - "decisionSuccessRate": 0.2353, + "decisionFailureRate": 0.7059, + "decisionSuccessRate": 0.2941, "decisionTotal": 17, "failureBreakdown": { "ambiguous_runtime": 3, "framework_architecture_unsupported": 2, - "model_load": 11 + "model_load": 10 }, - "failureCount": 16, - "failureRate": 0.8, + "failureCount": 15, + "failureRate": 0.75, "framework": "unknown", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-13T03:12:57.550578+00:00", + "lastTerminalAt": "2026-09-13T03:22:02.529638+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, - "successCount": 4, - "successRate": 0.2, + "successCount": 5, + "successRate": 0.25, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", "total": 20, @@ -7391,17 +7393,17 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1757, - "totalRecords": 1844, + "terminalRecords": 1759, + "totalRecords": 1846, "totals": { - "attributableFailureCount": 507, - "decisionFailureRate": 0.8973, - "decisionSuccessRate": 0.1027, - "decisionTotal": 565, + "attributableFailureCount": 508, + "decisionFailureRate": 0.8959, + "decisionSuccessRate": 0.1041, + "decisionTotal": 567, "failureBreakdown": { "ambiguous_runtime": 412, "backend_operator": 42, - "framework_architecture_unsupported": 319, + "framework_architecture_unsupported": 320, "memory_capacity": 11, "model_load": 73, "platform_infrastructure": 4, @@ -7411,21 +7413,20 @@ "参数/模板问题": 103, "验证失败": 673 }, - "failureCount": 1699, - "failureRate": 0.967, + "failureCount": 1700, + "failureRate": 0.9665, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, - "successCount": 58, - "successRate": 0.033, - "total": 1757, + "successCount": 59, + "successRate": 0.0335, + "total": 1759, "unresolvedFailureCount": 1188 }, "warnings": [ "GPU Ascend_910-b3 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 Mthreads_s4000 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 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 Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。", @@ -7434,6 +7435,7 @@ "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。", + "GPU Sunrise_pt-200-x1 本地统计失败率偏高（≥50%），建议重点关注。", "组合 hygon_k100-ai|vllm-patch-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 hygon_k100-ai|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|text-generation 近期失败集中，建议降低该 GPU+框架的提交优先级。", @@ -7456,6 +7458,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1844, + "summarizedRecords": 1846, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 440d1824..cdc1d737 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,5 @@ +{"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", "failureUnsupportedArchitectures": ["Spark2_5ForCausalLM"], "framework": "vllm", "lastSyncTime": "2026-09-13T03:22:02.529658+00:00", "modelId": "XHToken/Spark-X2.5-1.7B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-13T03:21:22+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4558358", "taskType": "text-generation", "verifyResult": -1} +{"failReason": null, "framework": "", "lastSyncTime": "2026-09-13T03:22:02.529638+00:00", "modelId": "neuralmagic/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "success", "status": "success", "submitTime": "2026-09-13T03:15:23+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4523217", "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", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["qwen3_5"], "framework": "", "lastSyncTime": "2026-09-13T03:12:57.550578+00:00", "modelId": "primitive-ai/Qwen3.8-27B-mixed-NVFP4-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-13T03:11:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4549641", "taskType": "text-generation", "verifyResult": -1} {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-13T02:55:29.910704+00:00", "modelId": "aisingapore/Gemma-SEA-LION-v4-27B-IT", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-13T02:51:53+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4133475", "taskType": "text-generation", "verifyResult": null} {"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-09-13T02:55:29.910734+00:00", "modelId": "aisingapore/Gemma-SEA-LION-v4-27B-IT", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-13T02:51:53+00:00", "targetGpu": "MetaX_c-500", "taskId": "4133144", "taskType": "text-generation", "verifyResult": null} @@ -296,5 +298,3 @@ {"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "llamacpp", "lastSyncTime": "2026-09-09T08:32:12.414501+00:00", "modelId": "ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T08:31:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4574708", "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": "2026-09-09T05:56:37.494948+00:00", "modelId": "nm-testing/tinyllama-one-shot-w4a16-group-packed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T05:53:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471931", "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": "2026-09-09T05:56:37.494970+00:00", "modelId": "nm-testing/SmolLM-135M-Instruct-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T05:53:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471929", "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", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "", "lastSyncTime": "2026-09-09T05:53:14.296748+00:00", "modelId": "RedHatAI/gemma-2-9b-it-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T05:51:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4083446", "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": "2026-09-09T05:15:37.097487+00:00", "modelId": "RedHatAI/Qwen2.5-3B-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-09T05:15:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4591599", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index 68a164b3..47d08af5 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -1,168 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