From 7abcacd6f25c513011c1f042679c62be85a38c47 Mon Sep 17 00:00:00 2001 From: CoolBoy <2269097679@qq.com> Date: Fri, 18 Sep 2026 11:38:06 +0000 Subject: [PATCH] state: generation 9222 (cycle) --- .../architecture_compatibility_blacklist.json | 2 +- .../architecture_history_backfill.json | 6 +- .modelhub_state/market_intelligence.json | 2 +- .modelhub_state/official_capabilities.json | 1506 ++++++++--------- .modelhub_state/outcome_checkpoint.json | 78 +- .modelhub_state/recent_outcomes.jsonl | 2 +- .modelhub_state/recovery_active_tasks.jsonl | 1062 ++++++------ .modelhub_state/recovery_intents.jsonl | 1040 ++++++------ manifest.json | 20 +- 9 files changed, 1859 insertions(+), 1859 deletions(-) diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 436c529f0..d1864ad36 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1745,7 +1745,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-18T11:35:11.181253+00:00", + "generatedAt": "2026-09-18T11:38:05.594666+00:00", "summary": { "activeBlockCount": 84, "byGpuFramework": { diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index 95c52a0d0..5f44b8f40 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -11,7 +11,7 @@ "1": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 673, + "listingErrors": 674, "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": 1, + "nextAccountIndex": 2, "recordsScanned": 0, "seenTaskIds": [], "startedAt": "2026-09-04T03:55:51.365685+00:00", "terminalRecords": 0, "uniqueRecords": 0, - "updatedAt": "2026-09-18T11:35:11.156665+00:00", + "updatedAt": "2026-09-18T11:38:05.568407+00:00", "version": 1 } diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 6f006d38a..38af742eb 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -416,7 +416,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-18T11:33:38.718078+00:00", + "generatedAt": "2026-09-18T11:36:19.365263+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 1775e522e..9a5ea507e 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-18T11:33:38.718078+00:00", + "catalogUpdatedAt": "2026-09-18T11:36:19.365263+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-18T11:35:10.385244+00:00", + "generatedAt": "2026-09-18T11:38:04.816356+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -155,7 +155,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:52.747647+00:00" + "updatedAt": "2026-09-18T11:37:46.883091+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": [ @@ -163,7 +163,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:09.449247+00:00" + "updatedAt": "2026-09-18T11:38:03.759025+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": [ @@ -171,7 +171,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:09.281640+00:00" + "updatedAt": "2026-09-18T11:38:03.604299+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": [ @@ -180,7 +180,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:09.321170+00:00" + "updatedAt": "2026-09-18T11:38:03.634944+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": { "taskTypes": [ @@ -188,14 +188,14 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:09.385066+00:00" + "updatedAt": "2026-09-18T11:38:03.689897+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": "2026-09-18T11:35:09.356117+00:00" + "updatedAt": "2026-09-18T11:38:03.663130+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": [ @@ -203,7 +203,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:09.414344+00:00" + "updatedAt": "2026-09-18T11:38:03.725217+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": [ @@ -211,7 +211,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:03.197297+00:00" + "updatedAt": "2026-09-18T11:37:57.652645+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": [ @@ -219,7 +219,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:02.937024+00:00" + "updatedAt": "2026-09-18T11:37:57.356124+00:00" }, 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@@ -251,19 +251,19 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:03.156221+00:00" + "updatedAt": "2026-09-18T11:37:57.503221+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": "2026-09-18T11:35:01.051553+00:00" + "updatedAt": "2026-09-18T11:37:55.346196+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": "2026-09-18T11:35:01.095216+00:00" + "updatedAt": "2026-09-18T11:37:55.390881+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": [ @@ -271,7 +271,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:03.965616+00:00" + "updatedAt": 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+5992,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:59.537728+00:00" + "updatedAt": "2026-09-18T11:37:53.884610+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6001,7 +6001,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:59.580189+00:00" + "updatedAt": "2026-09-18T11:37:53.919660+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|MetaX_c-500": { "taskTypes": [ @@ -6009,14 +6009,14 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:59.673302+00:00" + "updatedAt": "2026-09-18T11:37:53.987175+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": "2026-09-18T11:34:59.627627+00:00" + "updatedAt": "2026-09-18T11:37:53.954558+00:00" }, "https://modelscope.cn/models/z-lab/Muse-Glimmer-30B-DFlash2|2026-08-19T05:37:50+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6024,7 +6024,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:59.709119+00:00" + "updatedAt": "2026-09-18T11:37:54.019382+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6033,7 +6033,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:40.078010+00:00" + "updatedAt": "2026-09-18T11:37:33.668674+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|MetaX_c-500": { "taskTypes": [ @@ -6041,7 +6041,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:40.120761+00:00" + "updatedAt": "2026-09-18T11:37:33.700696+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b3": { "taskTypes": [ @@ -6049,7 +6049,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:59.635057+00:00" + "updatedAt": "2026-09-18T11:37:53.999142+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b4": { "taskTypes": [ @@ -6057,7 +6057,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:59.465653+00:00" + "updatedAt": "2026-09-18T11:37:53.863290+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6066,14 +6066,14 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:59.502580+00:00" + "updatedAt": "2026-09-18T11:37:53.896485+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": "2026-09-18T11:34:59.540662+00:00" + "updatedAt": "2026-09-18T11:37:53.930881+00:00" }, "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6081,7 +6081,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:34:59.595677+00:00" + "updatedAt": "2026-09-18T11:37:53.966301+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": { "taskTypes": [ @@ -6089,7 +6089,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:04.824438+00:00" + "updatedAt": "2026-09-18T11:37:59.033256+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": { "taskTypes": [ @@ -6097,7 +6097,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:04.654334+00:00" + "updatedAt": "2026-09-18T11:37:58.874297+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": { "taskTypes": [ @@ -6106,7 +6106,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:04.687659+00:00" + "updatedAt": "2026-09-18T11:37:58.905842+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|MetaX_c-500": { "taskTypes": [ @@ -6114,14 +6114,14 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:04.752075+00:00" + "updatedAt": "2026-09-18T11:37:58.970394+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": "2026-09-18T11:35:04.719046+00:00" + "updatedAt": "2026-09-18T11:37:58.936512+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -6129,7 +6129,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-18T11:35:04.787714+00:00" + "updatedAt": "2026-09-18T11:37:59.002907+00:00" } }, "taskTree": [ @@ -6812,6 +6812,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-18T11:33:38.718078+00:00", + "taskTreeUpdatedAt": "2026-09-18T11:36:19.365263+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 63c5131af..d1b8af358 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-18T11:18:54.959201+00:00", - "lastSyncTime": "2026-09-18T11:18:54.918111+00:00", + "generatedAt": "2026-09-18T11:36:12.168347+00:00", + "lastSyncTime": "2026-09-18T11:36:11.987002+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -2286,7 +2286,7 @@ "decisionSuccessRate": 0.1615, "decisionTotal": 130, "failureBreakdown": { - "ambiguous_runtime": 23, + "ambiguous_runtime": 24, "framework_architecture_unsupported": 64, "memory_capacity": 1, "model_load": 43, @@ -2295,18 +2295,18 @@ "参数/模板问题": 3, "验证失败": 47 }, - "failureCount": 183, - "failureRate": 0.8971, + "failureCount": 184, + "failureRate": 0.8976, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 21, - "successRate": 0.1029, + "successRate": 0.1024, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", - "total": 204, - "unresolvedFailureCount": 73 + "total": 205, + "unresolvedFailureCount": 74 }, "Iluvatar_mrv-100|vllm|text-generation": { "attributableFailureCount": 11, @@ -2821,7 +2821,7 @@ "decisionSuccessRate": 0.2685, "decisionTotal": 257, "failureBreakdown": { - "ambiguous_runtime": 163, + "ambiguous_runtime": 164, "backend_operator": 4, "framework_architecture_unsupported": 126, "memory_capacity": 5, @@ -2832,15 +2832,15 @@ "参数/模板问题": 73, "验证失败": 673 }, - "failureCount": 1098, + "failureCount": 1099, "failureRate": 0.9409, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 69, "successRate": 0.0591, - "total": 1167, - "unresolvedFailureCount": 909 + "total": 1168, + "unresolvedFailureCount": 910 }, "vllm": { "attributableFailureCount": 412, @@ -2979,7 +2979,7 @@ "unresolvedFailureCount": 17 } }, - "generatedAt": "2026-09-18T11:18:54.953778+00:00", + "generatedAt": "2026-09-18T11:36:12.163120+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 58, @@ -3151,7 +3151,7 @@ "decisionSuccessRate": 0.1549, "decisionTotal": 142, "failureBreakdown": { - "ambiguous_runtime": 25, + "ambiguous_runtime": 26, "framework_architecture_unsupported": 74, "memory_capacity": 1, "model_load": 44, @@ -3160,15 +3160,15 @@ "参数/模板问题": 3, "验证失败": 47 }, - "failureCount": 196, - "failureRate": 0.8991, + "failureCount": 197, + "failureRate": 0.8995, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 22, - "successRate": 0.1009, - "total": 218, - "unresolvedFailureCount": 75 + "successRate": 0.1005, + "total": 219, + "unresolvedFailureCount": 76 }, "Kunlunxin_p-800": { "attributableFailureCount": 1, @@ -7653,19 +7653,19 @@ "unresolvedFailureCount": 2 }, "Iluvatar_bi-150|vllm|text-generation": { - "attributableFailureCount": 10, - "consecutiveFailures": 10, + "attributableFailureCount": 9, + "consecutiveFailures": 9, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 10, + "decisionTotal": 9, "failureBreakdown": { "backend_operator": 1, "framework_architecture_unsupported": 5, - "model_load": 3, + "model_load": 2, "repository_structure": 1 }, - "failureCount": 10, + "failureCount": 9, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -7677,19 +7677,19 @@ "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", - "total": 10, + "total": 9, "unresolvedFailureCount": 0 }, "Iluvatar_mrv-100|unknown|text-generation": { - "attributableFailureCount": 13, + "attributableFailureCount": 12, "consecutiveFailures": 1, "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.6842, - "decisionSuccessRate": 0.3158, - "decisionTotal": 19, + "decisionFailureRate": 0.6667, + "decisionSuccessRate": 0.3333, + "decisionTotal": 18, "failureBreakdown": { + "ambiguous_runtime": 1, "framework_architecture_unsupported": 11, - "model_load": 1, "tokenizer_compatibility": 1, "参数/模板问题": 1 }, @@ -7697,7 +7697,7 @@ "failureRate": 0.7, "framework": "unknown", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-17T14:39:04.244134+00:00", + "lastTerminalAt": "2026-09-18T11:36:11.987002+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -7706,7 +7706,7 @@ "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 1 + "unresolvedFailureCount": 2 }, "Kunlunxin_p-800|unknown|text-generation": { "attributableFailureCount": 0, @@ -14337,15 +14337,15 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 2248, - "totalRecords": 2351, + "terminalRecords": 2249, + "totalRecords": 2352, "totals": { "attributableFailureCount": 731, "decisionFailureRate": 0.8431, "decisionSuccessRate": 0.1569, "decisionTotal": 867, "failureBreakdown": { - "ambiguous_runtime": 564, + "ambiguous_runtime": 565, "backend_operator": 55, "framework_architecture_unsupported": 482, "memory_capacity": 12, @@ -14357,15 +14357,15 @@ "参数/模板问题": 133, "验证失败": 673 }, - "failureCount": 2112, + "failureCount": 2113, "failureRate": 0.9395, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 11, "successCount": 136, "successRate": 0.0605, - "total": 2248, - "unresolvedFailureCount": 1370 + "total": 2249, + "unresolvedFailureCount": 1371 }, "warnings": [ "GPU Iluvatar_mrv-100 本地统计失败率偏高（≥50%），建议重点关注。", @@ -14405,6 +14405,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 2351, + "summarizedRecords": 2352, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 8925b09e0..db7d02409 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,4 @@ +{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-18T11:36:11.987002+00:00", "modelId": "solidrust/Llama-3-16B-Instruct-v0.1-AWQ", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-18T11:29:21+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4610408", "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": "2026-09-18T08:57:11.697973+00:00", "modelId": "ewinregirgojr/Qwen3.8-14B-Instruct-Turbo", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-18T08:51:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4490562", "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": "2026-09-18T05:37:23.595667+00:00", "modelId": "RedHatAI/SmolLM-135M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-18T05:33:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4458008", "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": "2026-09-18T04:07:34.207962+00:00", "modelId": "BAAI/Aerospace-llama3_1_8B_instruct", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-18T03:59:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471933", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"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": "2026-09-12T02:48:11.158114+00:00", "modelId": "RedHatAI/SmolLM-360M-Instruct-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T02:43:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4458009", "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": "2026-09-12T02:39:29.219599+00:00", "modelId": "RedHatAI/Qwen2.5-3B-quantized.w4a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T02:39:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4100876", "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_fix_tokenizer", "failureDeterministic": true, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": false, "failureScope": "model_gpu_framework", "failureUnsupportedModelTypes": ["mellum"], "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-12T02:39:29.219629+00:00", "modelId": "JetBrains/Mellum2-12B-A2.5B-Thinking", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T02:35:21+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4152611", "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": "2026-09-12T02:30:20.417896+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": "2026-09-12T02:27:21+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4079970", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index b3bcb165b..76c0a942a 100644 --- 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