diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 3e6384267c..b244cac993 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -2501,7 +2501,7 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-21T04:11:58.102392+00:00", + "generatedAt": "2026-09-21T04:15:31.719050+00:00", "summary": { "activeBlockCount": 124, "byGpuFramework": { diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 13447da7b3..2a2b53143b 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -425,7 +425,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-21T04:14:30.069969+00:00", + "generatedAt": "2026-09-21T04:15:39.388952+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 3a9ba33f53..23e70ec4e5 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-21T04:14:30.069969+00:00", + "catalogUpdatedAt": "2026-09-21T04:15:39.388952+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-21T04:14:30.069969+00:00", + "generatedAt": "2026-09-21T04:17:07.891212+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -150,20 +150,66 @@ } }, "modelGpuTaskTypes": { - "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Ascend_910-b4": { + "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Kunlunxin_p-800": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-21T04:16:09.397640+00:00" + }, + 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"platformFailureCount": 0, "successCount": 2, - "successRate": 0.0163, - "total": 123, - "unresolvedFailureCount": 64 + "successRate": 0.0161, + "total": 124, + "unresolvedFailureCount": 65 } }, - "generatedAt": "2026-09-21T04:11:58.028763+00:00", + "generatedAt": "2026-09-21T04:15:31.642077+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 90, @@ -5289,7 +5289,7 @@ "decisionSuccessRate": 0.1743, "decisionTotal": 109, "failureBreakdown": { - "ambiguous_runtime": 74, + "ambiguous_runtime": 75, "framework_architecture_unsupported": 85, "memory_capacity": 2, "repository_structure": 1, @@ -5298,15 +5298,15 @@ "日志缺失": 3, "验证失败": 27 }, - "failureCount": 222, - "failureRate": 0.9212, + "failureCount": 223, + "failureRate": 0.9215, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 19, - "successRate": 0.0788, - "total": 241, - "unresolvedFailureCount": 132 + "successRate": 0.0785, + "total": 242, + "unresolvedFailureCount": 133 }, "Ascend_910-b4": { "attributableFailureCount": 313, @@ -5901,10 +5901,10 @@ "decisionSuccessRate": 1.0, "decisionTotal": 1, "failureBreakdown": { - "ambiguous_runtime": 1 + "ambiguous_runtime": 2 }, - "failureCount": 1, - "failureRate": 0.5, + "failureCount": 2, + "failureRate": 0.6667, "framework": "vllm_tokenizer_patch", "modelType": "llama", "pendingCount": 0, @@ -5912,11 +5912,11 @@ "platformFailureCount": 0, "quantizationMethod": "none", "successCount": 1, - "successRate": 0.5, + "successRate": 0.3333, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 2, - "unresolvedFailureCount": 1 + "total": 3, + "unresolvedFailureCount": 2 }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation|mistral3|none": { "attributableFailureCount": 0, @@ -14040,15 +14040,15 @@ "unresolvedFailureCount": 2 }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation": { - "attributableFailureCount": 9, - "consecutiveFailures": 9, + "attributableFailureCount": 8, + "consecutiveFailures": 8, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 9, + "decisionTotal": 8, "failureBreakdown": { - "ambiguous_runtime": 6, - "framework_architecture_unsupported": 9, + "ambiguous_runtime": 7, + "framework_architecture_unsupported": 8, "参数/模板问题": 5 }, "failureCount": 20, @@ -14064,7 +14064,7 @@ "targetGpu": "Ascend_910-b3", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 11 + "unresolvedFailureCount": 12 }, "Ascend_910-b3|vllm|text-generation": { "attributableFailureCount": 5, @@ -14774,10 +14774,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 4, "failureBreakdown": { - "ambiguous_runtime": 9, + "ambiguous_runtime": 8, "framework_architecture_unsupported": 4 }, - "failureCount": 13, + "failureCount": 12, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -14789,8 +14789,8 @@ "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "text-generation", - "total": 13, - "unresolvedFailureCount": 9 + "total": 12, + "unresolvedFailureCount": 8 }, "hygon_k100-ai|unknown|text-generation": { "attributableFailureCount": 0, @@ -15000,6 +15000,31 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Ascend_910-b3|vllm_tokenizer_patch|text-generation|llama|none": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_tokenizer_patch", + "lastTerminalAt": "2026-09-21T04:15:31.153931+00:00", + "modelType": "llama", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Ascend_910-b3", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation|mpt|none": { "attributableFailureCount": 0, "consecutiveFailures": 0, @@ -19070,9 +19095,11 @@ "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 1, - "failureBreakdown": {}, - "failureCount": 0, - "failureRate": 0.0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 0.5, "framework": "vllm_tokenizer_patch", "loadSizeLog2Bucket": 32, "modelType": "llama", @@ -19081,11 +19108,11 @@ "platformFailureCount": 0, "quantizationMethod": "none", "successCount": 1, - "successRate": 1.0, + "successRate": 0.5, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 0 + "total": 2, + "unresolvedFailureCount": 1 }, "Ascend_910-b3|vllm_tokenizer_patch|text-generation|mistral3|none|34": { "attributableFailureCount": 0, @@ -30880,15 +30907,15 @@ "unresolvedFailureCount": 1 } }, - "terminalRecords": 16082, - "totalRecords": 16260, + "terminalRecords": 16083, + "totalRecords": 16261, "totals": { "attributableFailureCount": 5839, "decisionFailureRate": 0.8615, "decisionSuccessRate": 0.1385, "decisionTotal": 6778, "failureBreakdown": { - "ambiguous_runtime": 3848, + "ambiguous_runtime": 3849, "architecture_compatibility": 212, "attention_backend": 1, "backend_operator": 102, @@ -30904,31 +30931,31 @@ "日志缺失": 719, "验证失败": 673 }, - "failureCount": 15143, + "failureCount": 15144, "failureRate": 0.9416, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 922, "successCount": 939, "successRate": 0.0584, - "total": 16082, - "unresolvedFailureCount": 8382 + "total": 16083, + "unresolvedFailureCount": 8383 }, "warnings": [ "GPU Iluvatar_mrv-100 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 Cambricon_mlu-370-x8 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Kunlunxin_p-800 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。", "GPU Biren_166m 本地统计失败率偏高（≥50%），建议重点关注。", "GPU Iluvatar_bi-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-b3 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 Iluvatar_bi-150 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 hygon_k100-ai 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 MetaX_c-500 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。", "组合 Iluvatar_bi-150|vllm|visual-multi-modal 近期失败集中，建议降低该 GPU+框架的提交优先级。", "组合 Sunrise_pt-200-x1|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。", @@ -30965,6 +30992,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 16260, + "summarizedRecords": 16261, "version": 1 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 36771cfe58..21bbe9c9f3 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -195,6 +195,7 @@ {"failReason": "参数/模板问题", "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-09-21T01:08:25.664348+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Bare-Speed", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-20T03:09:18.246521+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4969345", "taskType": "text-generation", "verifyResult": null} {"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_tokenizer_patch", 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"modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-09-20T03:09:18.046569+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4969333", "taskType": "text-generation", "verifyResult": null} @@ -297,4 +298,3 @@ {"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": "2026-09-18T03:40:22.189077+00:00", "modelId": "BAAI/Technology-llama3_1_8B_instruct", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-18T03:37:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471932", "taskType": "text-generation", "verifyResult": -1} {"failReason": 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"nm-testing/Meta-Llama-3-8B-Instruct-Non-Uniform-compressed-tensors", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-18T00:47:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4471972", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl index 208c189a76..9b91be5b65 100644 --- a/.modelhub_state/recovery_intents.jsonl +++ b/.modelhub_state/recovery_intents.jsonl @@ -1967,6 +1967,51 @@ {"batchId": "628cbab19008401890f93ee23b04e4cc", "completedAt": "2026-09-21T03:36:27.295476+00:00", "configFingerprint": "1566bbd6c69427ad32f7f86aeba4e39850a1a7af5c6f4ef3c9ca82f0e882f3c5", "configSource": "modelhub_live", "createdAt": "2026-09-21T03:31:25.915809+00:00", "framework": "vllm-mlu", "intentId": "76be1ce98a3341a7964d195b4b642cf1", "lastModified": "2026-08-24T19:57:49+00:00", "modelAddress": "https://modelscope.cn/models/neuralmagic/Meta-Llama-3.1-8B-quantized.w8a8", 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