diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 5f0b7b70a..5112daed4 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -185,6 +185,27 @@ "targetGpu": "Ascend_910-b3", "taskType": "text-generation" }, + "ascend_910-b4|vllm|text-generation|architectures:nanbeigeforcausallm": { + "architectureSignature": "architectures:nanbeigeforcausallm", + "architectures": [ + "nanbeigeforcausallm" + ], + "evidenceCount": 1, + "expiresAt": "2026-10-14T16:03:21+00:00", + "framework": "vllm", + "latestFailureAt": "2026-09-14T16:03:21+00:00", + "latestSuccessfulAt": null, + "matchType": "architectures", + "modelType": null, + "sourceModelIds": [ + "nanbeige/Nanbeige4.2-3B-GPTQ-Int8" + ], + "sourceTaskIds": [ + "4332392" + ], + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation" + }, "ascend_910-b4|vllm|text-generation|architectures:rwkv5forcausallm": { "architectureSignature": "architectures:rwkv5forcausallm", "architectures": [ @@ -1504,12 +1525,12 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-14T16:05:50.527105+00:00", + "generatedAt": "2026-09-14T16:08:58.010477+00:00", "summary": { - "activeBlockCount": 75, + "activeBlockCount": 76, "byGpuFramework": { "Ascend_910-b3|vllm": 9, - "Ascend_910-b4|vllm": 10, + "Ascend_910-b4|vllm": 11, "Cambricon_mlu-370-x8|vllm": 2, "Cambricon_mlu-370-x8|vllm-mlu": 5, "Iluvatar_bi-150|vllm": 4, diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json index 55fc17fb8..5da00dfca 100644 --- a/.modelhub_state/architecture_history_backfill.json +++ b/.modelhub_state/architecture_history_backfill.json @@ -51,7 +51,7 @@ "4": { "complete": false, "lastError": "ModelHubAPIError: 系统错误", - "listingErrors": 527, + "listingErrors": 528, "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": 4, + "nextAccountIndex": 5, "recordsScanned": 0, "seenTaskIds": [], "startedAt": "2026-09-04T03:55:51.365685+00:00", "terminalRecords": 0, "uniqueRecords": 0, - "updatedAt": "2026-09-14T16:05:50.501453+00:00", + "updatedAt": "2026-09-14T16:08:57.986631+00:00", "version": 1 } diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index cf829373e..2b73427a9 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -416,7 +416,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-14T16:04:07.400269+00:00", + "generatedAt": "2026-09-14T16:07:02.053306+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 0993ac7f6..3c32e4a7c 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-14T16:04:07.400269+00:00", + "catalogUpdatedAt": "2026-09-14T16:07:02.053306+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -55,7 +55,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-14T16:05:49.575007+00:00", + "generatedAt": "2026-09-14T16:08:57.114724+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -154,7 +154,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-14T16:05:25.330235+00:00" + "updatedAt": "2026-09-14T16:08:31.569212+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": 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"taskTreeUpdatedAt": "2026-09-14T16:07:02.053306+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index 0c17cb393..7c1a02501 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-14T15:57:16.081727+00:00", - "lastSyncTime": "2026-09-14T15:57:15.747166+00:00", + "generatedAt": "2026-09-14T16:06:51.750792+00:00", + "lastSyncTime": "2026-09-14T16:06:51.505836+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -189,6 +189,27 @@ "targetGpu": "Ascend_910-b3", "taskType": "text-generation" }, + "ascend_910-b4|vllm|text-generation|architectures:nanbeigeforcausallm": { + "architectureSignature": "architectures:nanbeigeforcausallm", + "architectures": [ + "nanbeigeforcausallm" + ], + "evidenceCount": 1, + "expiresAt": "2026-10-14T16:03:21+00:00", + "framework": "vllm", + "latestFailureAt": "2026-09-14T16:03:21+00:00", + "latestSuccessfulAt": null, + "matchType": "architectures", + "modelType": null, + "sourceModelIds": [ + "nanbeige/Nanbeige4.2-3B-GPTQ-Int8" + ], + "sourceTaskIds": [ + "4332392" + ], + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation" + }, "ascend_910-b4|vllm|text-generation|architectures:rwkv5forcausallm": { "architectureSignature": "architectures:rwkv5forcausallm", "architectures": [ @@ -1509,10 +1530,10 @@ } }, "architectureCompatibilitySummary": { - "activeBlockCount": 75, + "activeBlockCount": 76, "byGpuFramework": { "Ascend_910-b3|vllm": 9, - "Ascend_910-b4|vllm": 10, + "Ascend_910-b4|vllm": 11, "Cambricon_mlu-370-x8|vllm": 2, "Cambricon_mlu-370-x8|vllm-mlu": 5, "Iluvatar_bi-150|vllm": 4, @@ -1660,18 +1681,18 @@ "unresolvedFailureCount": 1 }, "Ascend_910-b4|vllm|text-generation": { - "attributableFailureCount": 48, + "attributableFailureCount": 49, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 48, + "decisionTotal": 49, "failureBreakdown": { "ambiguous_runtime": 37, - "framework_architecture_unsupported": 44, + "framework_architecture_unsupported": 45, "memory_capacity": 1, "repository_structure": 1, "tokenizer_compatibility": 2 }, - "failureCount": 85, + "failureCount": 86, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -1681,7 +1702,7 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 85, + "total": 86, "unresolvedFailureCount": 37 }, "Biren_166m|unknown|text-generation": { @@ -2543,14 +2564,14 @@ "unresolvedFailureCount": 883 }, "vllm": { - "attributableFailureCount": 316, + "attributableFailureCount": 317, "decisionFailureRate": 0.9906, "decisionSuccessRate": 0.0094, - "decisionTotal": 319, + "decisionTotal": 320, "failureBreakdown": { "ambiguous_runtime": 211, "backend_operator": 34, - "framework_architecture_unsupported": 227, + "framework_architecture_unsupported": 228, "memory_capacity": 7, "model_load": 27, "platform_infrastructure": 1, @@ -2559,14 +2580,14 @@ "tokenizer_compatibility": 7, "参数/模板问题": 30 }, - "failureCount": 558, + "failureCount": 559, "failureRate": 0.9947, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 3, "successRate": 0.0053, - "total": 561, + "total": 562, "unresolvedFailureCount": 241 }, "vllm-mlu": { @@ -2674,7 +2695,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-14T15:57:16.075754+00:00", + "generatedAt": "2026-09-14T16:06:51.744845+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 35, @@ -2700,13 +2721,13 @@ "unresolvedFailureCount": 65 }, "Ascend_910-b4": { - "attributableFailureCount": 49, - "decisionFailureRate": 0.9608, - "decisionSuccessRate": 0.0392, - "decisionTotal": 51, + "attributableFailureCount": 50, + "decisionFailureRate": 0.9615, + "decisionSuccessRate": 0.0385, + "decisionTotal": 52, "failureBreakdown": { "ambiguous_runtime": 38, - "framework_architecture_unsupported": 44, + "framework_architecture_unsupported": 45, "memory_capacity": 1, "model_load": 1, "repository_structure": 1, @@ -2714,14 +2735,14 @@ "参数/模板问题": 12, "验证失败": 175 }, - "failureCount": 274, + "failureCount": 275, "failureRate": 0.9928, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, "successRate": 0.0072, - "total": 276, + "total": 277, "unresolvedFailureCount": 225 }, "Biren_166m": { @@ -5075,21 +5096,21 @@ "unresolvedFailureCount": 1 }, "Ascend_910-b4|vllm|text-generation": { - "attributableFailureCount": 11, - "consecutiveFailures": 11, + "attributableFailureCount": 12, + "consecutiveFailures": 12, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 11, + "decisionTotal": 12, "failureBreakdown": { - "ambiguous_runtime": 9, - "framework_architecture_unsupported": 11 + "ambiguous_runtime": 8, + "framework_architecture_unsupported": 12 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-14T12:43:55.116312+00:00", + "lastTerminalAt": "2026-09-14T16:06:51.505836+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -5098,7 +5119,7 @@ "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 9 + "unresolvedFailureCount": 8 }, "Biren_166m|unknown|text-generation": { "attributableFailureCount": 8, @@ -8450,17 +8471,17 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1845, - "totalRecords": 1938, + "terminalRecords": 1846, + "totalRecords": 1939, "totals": { - "attributableFailureCount": 556, - "decisionFailureRate": 0.9011, - "decisionSuccessRate": 0.0989, - "decisionTotal": 617, + "attributableFailureCount": 557, + "decisionFailureRate": 0.9013, + "decisionSuccessRate": 0.0987, + "decisionTotal": 618, "failureBreakdown": { "ambiguous_runtime": 440, "backend_operator": 43, - "framework_architecture_unsupported": 355, + "framework_architecture_unsupported": 356, "memory_capacity": 12, "model_load": 77, "platform_infrastructure": 6, @@ -8470,14 +8491,14 @@ "参数/模板问题": 109, "验证失败": 673 }, - "failureCount": 1784, - "failureRate": 0.9669, + "failureCount": 1785, + "failureRate": 0.967, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 6, "successCount": 61, - "successRate": 0.0331, - "total": 1845, + "successRate": 0.033, + "total": 1846, "unresolvedFailureCount": 1222 }, "warnings": [ @@ -8516,6 +8537,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1938, + "summarizedRecords": 1939, "version": 1 } diff --git a/.modelhub_state/queue_cleanup_latest.json b/.modelhub_state/queue_cleanup_latest.json index 7032000c0..0cf46c8d4 100644 --- a/.modelhub_state/queue_cleanup_latest.json +++ b/.modelhub_state/queue_cleanup_latest.json @@ -14,13 +14,13 @@ 100 ], "accounts": 12, - "activeScanned": 953, + "activeScanned": 950, "ageCleanupMode": "admission_only", "agePolicySkipped": { "cleanupDisabled": true, "reason": "admission_only" }, - "architectureBlockCount": 75, + "architectureBlockCount": 76, "architectureFrameworkCatalog": { "ascend_910-b3|text-generation": [ "llamacpp", @@ -32,21 +32,6 @@ "vllm", "vllm_tokenizer_patch" ], - "biren_166m|text-generation": [ - "vllm", - "vllm_fix_tokenizer", - "vllm_tokenizer_patch" - ], - "cambricon_mlu-370-x4|text-generation": [ - "vllm", - "vllm-customized", - "vllm-mlu" - ], - "cambricon_mlu-370-x8|text-generation": [ - "vllm", - "vllm-customized", - "vllm-mlu" - ], "hygon_k100-ai|text-generation": [ "llamacpp", "vllm", @@ -60,15 +45,6 @@ "vllm_fix_tokenizer", "vllm_tokenizer_patch" ], - "iluvatar_mrv-100|text-generation": [ - "transformers", - "vllm" - ], - "kunlunxin_p-800|text-generation": [ - "vllm", - "vllm_fix_tokenizer", - "vllm_tokenizer_patch" - ], "metax_c-500|text-generation": [ "vllm" ], @@ -113,13 +89,13 @@ "z-lab/Qwen3.8-27B-DFlash2-GGUF": "HttpJsonError: HTTP request failed for https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF/resolve/master/config.json (status=404)" }, "architectureModelConfigsComplete": 90, - "architectureOnly": false, + "architectureOnly": true, "architecturePolicySkipped": { - "frameworkCatalogUnknown": 0, - "frameworkContextUnknown": 226, + "frameworkCatalogUnknown": 49, + "frameworkContextUnknown": 223, "modelArchitectureUnknown": 153, - "noMatchingBlock": 729, - "partiallyBlockedFrameworkSet": 71, + "noMatchingBlock": 680, + "partiallyBlockedFrameworkSet": 68, "runningMatchedProtected": 0, "submissionContextMismatch": 0, "submissionContextUnknown": 0 @@ -158,14 +134,12 @@ "policyNoLongerAppliesTasks": [], "recentModelDays": 7, "recentModelReserveSlots": 5, - "repositorySizeErrors": { - "empero-ai/Qwen3.8-9B-GGUF": "recursive_repository_size_incomplete" - }, - "repositorySizesComplete": 237, + "repositorySizeErrors": {}, + "repositorySizesComplete": 0, "skipped": { - "fitsKnownCapacity": 951, + "fitsKnownCapacity": 0, "gpuCapacityUnknown": 0, - "repositorySizeUnknown": 2 + "repositorySizeUnknown": 0 }, "stopErrors": [], "uniqueModels": 238 diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 1b83eae56..da84fabd0 100644 --- a/.modelhub_state/recent_outcomes.jsonl +++ b/.modelhub_state/recent_outcomes.jsonl @@ -1,3 +1,4 @@ +{"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": ["NanbeigeForCausalLM"], "framework": "vllm", "lastSyncTime": "2026-09-14T16:06:51.505836+00:00", "modelId": 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"failureClassificationReason": "driver_error", "failureCode": "DRIVER_ERROR", "failureDetectedFramework": "vllm", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "vllm", "lastSyncTime": "2026-09-14T14:52:54.921178+00:00", "modelId": "siliconflow/gpt-oss-20b-FP8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-14T14:51:21+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4587188", "taskType": "text-generation", "verifyResult": -1} @@ -297,4 +298,3 @@ {"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": 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"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": "2026-09-10T00:11:47.209812+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a16", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T00:09:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477715", "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": "2026-09-10T00:11:47.209857+00:00", "modelId": "neuralmagic/gemma-2-9b-it-quantized.w8a8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-10T00:07:21+00:00", "targetGpu": "Vastai_va16", "taskId": "4477717", "taskType": "text-generation", "verifyResult": -1} diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl index abcd488c8..bbcc853d4 100644 --- a/.modelhub_state/recovery_active_tasks.jsonl +++ b/.modelhub_state/recovery_active_tasks.jsonl @@ -1,162 +1,3 @@ -{"accountKey": "efca47eed826bada0502", "configFingerprint": "1557c77dfe4d3dc1a68ae6b8349e7d094da7eec7752d29442a9d6d27e5f13121", "framework": "vllm", "gpuType": 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