diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 2f008af78..551646bcc 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -1498,7 +1498,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-14T06:34:28.342822+00:00", + "generatedAt": "2026-09-14T06:35:29.376221+00:00", "summary": { "activeBlockCount": 75, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 9df3cdf11..0026a8c1c 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -416,121 +416,121 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-14T06:25:28.092343+00:00", + "generatedAt": "2026-09-14T06:35:36.314839+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, - "backlogHours": 968.3172413793103, + 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"throughputPerHour": 21.666666666666668, + "waiting": 11950 } }, - "queueAttemptedAt": "2026-09-14T06:18:02.680655+00:00", + "queueAttemptedAt": "2026-09-14T06:35:36.314839+00:00", "queueError": null, - "queueUpdatedAt": "2026-09-14T06:18:02.680655+00:00", + "queueUpdatedAt": "2026-09-14T06:35:36.314839+00:00", "supportedGpus": [ "Vastai_va16", "Iluvatar_mrv-100", diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 321d10e36..3e39d7c6c 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-14T06:25:28.092343+00:00", + "catalogUpdatedAt": "2026-09-14T06:35:36.314839+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-14T06:34:25.040785+00:00", + "generatedAt": "2026-09-14T06:47:49.991097+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -75,7 +75,7 @@ "Biren_166m": { "canVerify": true, "gpu": "Biren_166m", - "maxConcurrentTasks": 8 + "maxConcurrentTasks": 2 }, "Cambricon_mlu-370-x4": { "canVerify": true, @@ -154,7 +154,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-14T06:30:59.714622+00:00" + "updatedAt": "2026-09-14T06:44:24.957169+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": "2026-09-14T06:32:59.410858+00:00" + "updatedAt": "2026-09-14T06:47:04.256983+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": [ @@ -170,15 +170,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-14T06:32:59.480106+00:00" - }, - "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Cambricon_mlu-370-x4": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-09-14T06:32:59.565711+00:00" + "updatedAt": "2026-09-14T06:47:04.290943+00:00" }, "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Iluvatar_bi-150": { "taskTypes": [ @@ -191,7 +183,16 @@ "vision_classification", "visual-multi-modal" ], - "updatedAt": "2026-09-14T06:32:59.536021+00:00" + "updatedAt": "2026-09-14T06:47:04.420925+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": [ + "asr", + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-14T06:47:04.387188+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": [ @@ -199,21 +200,21 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-14T06:32:59.507856+00:00" + "updatedAt": "2026-09-14T06:47:04.359426+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": "2026-09-14T06:32:59.447022+00:00" + "updatedAt": "2026-09-14T06:47:04.325394+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": "2026-09-14T06:34:02.586997+00:00" + "updatedAt": "2026-09-14T06:47:36.820123+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": [ @@ -221,7 +222,7 @@ 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- "total": 106, - "unresolvedFailureCount": 56 + "total": 107, + "unresolvedFailureCount": 57 } }, "observedGpuMemoryGiB": { @@ -4926,10 +4926,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { - "ambiguous_runtime": 15, + "ambiguous_runtime": 14, "framework_architecture_unsupported": 1 }, - "failureCount": 16, + "failureCount": 15, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, @@ -4941,8 +4941,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 16, - "unresolvedFailureCount": 15 + "total": 15, + "unresolvedFailureCount": 14 }, "Iluvatar_bi-100|transformers|text-generation": { "attributableFailureCount": 0, @@ -5329,7 +5329,7 @@ "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-13T23:13:14.924714+00:00", + "lastTerminalAt": "2026-09-14T06:35:29.110873+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ 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--git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 0526ea7ed..80405e745 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": "execute_empty_result", "failureCode": "EXECUTE_EMPTY_RESULT", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-14T06:35:29.110873+00:00", "modelId": "zstack/qwen3-4b-fake", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-14T06:31:21+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4590281", "taskType": "text-generation", "verifyResult": -1} {"failReason": "ambiguous_runtime", 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