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"2026-09-12T10:58:55.563490+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -154,7 +154,7 @@ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-12T10:55:31.899195+00:00" + "updatedAt": "2026-09-12T10:58:30.290351+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": [ @@ -162,15 +162,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-12T10:55:49.061017+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": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-09-12T10:55:49.142717+00:00" + "updatedAt": "2026-09-12T10:58:48.667333+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": { 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"2026-09-12T10:55:43.954445+00:00" + "updatedAt": "2026-09-12T10:58:42.607052+00:00" }, "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": { "taskTypes": [ @@ -5702,7 +5460,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-12T10:55:43.760163+00:00" + "updatedAt": "2026-09-12T10:58:42.543532+00:00" } }, "taskTree": [ @@ -6373,6 +6131,6 @@ "updateTime": "2025-12-22 08:59:53" } ], - "taskTreeUpdatedAt": "2026-09-12T10:54:06.510832+00:00", + "taskTreeUpdatedAt": "2026-09-12T10:57:09.190961+00:00", "version": 1 } diff --git a/.modelhub_state/outcome_checkpoint.json b/.modelhub_state/outcome_checkpoint.json index d2941acf..1e9eab91 100644 --- a/.modelhub_state/outcome_checkpoint.json +++ b/.modelhub_state/outcome_checkpoint.json @@ -1,6 +1,6 @@ { - "generatedAt": "2026-09-12T10:30:27.281504+00:00", - "lastSyncTime": "2026-09-12T10:30:27.007152+00:00", + "generatedAt": "2026-09-12T10:56:57.261167+00:00", + "lastSyncTime": "2026-09-12T10:56:57.011705+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { @@ -1251,6 +1251,27 @@ "targetGpu": "Vastai_va16", "taskType": "text-generation" }, + "vastai_va16|vllm|text-generation|architectures:spark2_5forcausallm": { + "architectureSignature": "architectures:spark2_5forcausallm", + "architectures": [ + "spark2_5forcausallm" + ], + "evidenceCount": 1, + "expiresAt": "2026-10-12T10:55:22+00:00", + "framework": "vllm", + "latestFailureAt": "2026-09-12T10:55:22+00:00", + "latestSuccessfulAt": null, + "matchType": "architectures", + "modelType": null, + "sourceModelIds": [ + "XHToken/Spark-X2.5-4B" + ], + "sourceTaskIds": [ + "4554931" + ], + "targetGpu": "Vastai_va16", + "taskType": "text-generation" + }, "vastai_va16|vllm|text-generation|model_type:mellum": { "architectureSignature": "model_type:mellum", "architectures": [], @@ -1367,7 +1388,7 @@ } }, "architectureCompatibilitySummary": { - "activeBlockCount": 69, + "activeBlockCount": 70, "byGpuFramework": { "Ascend_910-b3|vllm": 8, "Ascend_910-b4|vllm": 9, @@ -1378,7 +1399,7 @@ "Mthreads_s4000|vllm": 7, "Sunrise_pt-200-x1|vllm": 1, "Sunrise_pt-200-x1|vllm_fix_tokenizer": 3, - "Vastai_va16|vllm": 12, + "Vastai_va16|vllm": 13, "Vastai_va16|vllm_fix_tokenizer": 2, "hygon_k100-ai|vllm": 7, "hygon_k100-ai|vllm-patch-tokenizer": 2 @@ -2215,17 +2236,17 @@ "unresolvedFailureCount": 2 }, "Vastai_va16|vllm|text-generation": { - "attributableFailureCount": 45, + "attributableFailureCount": 46, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 45, + "decisionTotal": 46, "failureBreakdown": { "ambiguous_runtime": 61, - "framework_architecture_unsupported": 39, + "framework_architecture_unsupported": 40, "memory_capacity": 1, "model_load": 5 }, - "failureCount": 106, + "failureCount": 107, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, @@ -2235,7 +2256,7 @@ "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "text-generation", - "total": 106, + "total": 107, "unresolvedFailureCount": 61 }, "hygon_k100-ai|llamacpp|text-generation": { @@ -2395,14 +2416,14 @@ "unresolvedFailureCount": 865 }, "vllm": { - "attributableFailureCount": 267, + "attributableFailureCount": 268, "decisionFailureRate": 0.9889, "decisionSuccessRate": 0.0111, - "decisionTotal": 270, + "decisionTotal": 271, "failureBreakdown": { "ambiguous_runtime": 199, "backend_operator": 34, - "framework_architecture_unsupported": 183, + "framework_architecture_unsupported": 184, "memory_capacity": 6, "model_load": 24, "platform_infrastructure": 1, @@ -2411,14 +2432,14 @@ "tokenizer_compatibility": 6, "参数/模板问题": 24 }, - "failureCount": 491, + "failureCount": 492, "failureRate": 0.9939, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 3, "successRate": 0.0061, - "total": 494, + "total": 495, "unresolvedFailureCount": 223 }, "vllm-mlu": { @@ -2523,7 +2544,7 @@ "unresolvedFailureCount": 1 } }, - "generatedAt": "2026-09-12T10:30:27.276834+00:00", + "generatedAt": "2026-09-12T10:56:57.257120+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 26, @@ -2807,26 +2828,26 @@ "unresolvedFailureCount": 42 }, "Vastai_va16": { - "attributableFailureCount": 48, - "decisionFailureRate": 0.7869, - "decisionSuccessRate": 0.2131, - "decisionTotal": 61, + "attributableFailureCount": 49, + "decisionFailureRate": 0.7903, + "decisionSuccessRate": 0.2097, + "decisionTotal": 62, "failureBreakdown": { "ambiguous_runtime": 63, - "framework_architecture_unsupported": 41, + "framework_architecture_unsupported": 42, "memory_capacity": 1, "model_load": 6, "参数/模板问题": 13, "验证失败": 130 }, - "failureCount": 254, - "failureRate": 0.9513, + "failureCount": 255, + "failureRate": 0.9515, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 13, - "successRate": 0.0487, - "total": 267, + "successRate": 0.0485, + "total": 268, "unresolvedFailureCount": 206 }, "hygon_k100-ai": { @@ -4722,21 +4743,21 @@ "unresolvedFailureCount": 1 }, "Vastai_va16|vllm|text-generation": { - "attributableFailureCount": 1, - "consecutiveFailures": 1, + "attributableFailureCount": 2, + "consecutiveFailures": 2, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 1, + "decisionTotal": 2, "failureBreakdown": { - "ambiguous_runtime": 19, - "framework_architecture_unsupported": 1 + "ambiguous_runtime": 18, + "framework_architecture_unsupported": 2 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-12T10:03:18.508491+00:00", + "lastTerminalAt": "2026-09-12T10:56:57.011705+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -4745,7 +4766,7 @@ "targetGpu": "Vastai_va16", "taskType": "text-generation", "total": 20, - "unresolvedFailureCount": 19 + "unresolvedFailureCount": 18 }, "hygon_k100-ai|unknown|text-generation": { "attributableFailureCount": 0, @@ -7187,17 +7208,17 @@ "unresolvedFailureCount": 0 } }, - "terminalRecords": 1714, - "totalRecords": 1801, + "terminalRecords": 1715, + "totalRecords": 1802, "totals": { - "attributableFailureCount": 477, - "decisionFailureRate": 0.8933, - "decisionSuccessRate": 0.1067, - "decisionTotal": 534, + "attributableFailureCount": 478, + "decisionFailureRate": 0.8935, + "decisionSuccessRate": 0.1065, + "decisionTotal": 535, "failureBreakdown": { "ambiguous_runtime": 402, "backend_operator": 42, - "framework_architecture_unsupported": 292, + "framework_architecture_unsupported": 293, "memory_capacity": 11, "model_load": 70, "platform_infrastructure": 4, @@ -7207,21 +7228,20 @@ "参数/模板问题": 101, "验证失败": 673 }, - "failureCount": 1657, - "failureRate": 0.9667, + "failureCount": 1658, + "failureRate": 0.9668, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, "successCount": 57, - "successRate": 0.0333, - "total": 1714, + "successRate": 0.0332, + "total": 1715, "unresolvedFailureCount": 1176 }, "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。", @@ -7230,6 +7250,7 @@ "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。", @@ -7251,6 +7272,6 @@ ] }, "storageMode": "decision_state_only", - "summarizedRecords": 1801, + "summarizedRecords": 1802, "version": 1 } diff --git a/.modelhub_state/queue_cleanup_latest.json b/.modelhub_state/queue_cleanup_latest.json index 0cab0f22..fc9b674f 100644 --- a/.modelhub_state/queue_cleanup_latest.json +++ b/.modelhub_state/queue_cleanup_latest.json @@ -14,13 +14,13 @@ 100 ], "accounts": 12, - "activeScanned": 1048, + "activeScanned": 1040, "ageCleanupMode": "admission_only", "agePolicySkipped": { "cleanupDisabled": true, "reason": "admission_only" }, - "architectureBlockCount": 69, + "architectureBlockCount": 70, "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" ], @@ -94,7 +70,6 @@ "GestaltLabs/Ornstein-3.5-9B-V2-GGUF": "HttpJsonError: HTTP request failed for https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V2-GGUF/resolve/master/config.json (status=404)", "LiquidAI/LFM2.5-2.6B-DSpark-GGUF": "HttpJsonError: HTTP request failed for https://modelscope.cn/models/LiquidAI/LFM2.5-2.6B-DSpark-GGUF/resolve/master/config.json (status=404)", "LiquidAI/LFM2.5-230M-GGUF": "HttpJsonError: HTTP request failed for https://modelscope.cn/models/LiquidAI/LFM2.5-230M-GGUF/resolve/master/config.json (status=404)", - "amd/Qwen2-7B-onnx-ryzenai-npu": "model_config_empty", "b77968543/Spark-X2.5-4B-Q8_0": "HttpJsonError: HTTP request failed for https://modelscope.cn/models/b77968543/Spark-X2.5-4B-Q8_0/resolve/master/config.json (status=404)", "cgisky/Ai00-X": "HttpJsonError: HTTP request failed for https://modelscope.cn/models/cgisky/Ai00-X/resolve/master/config.json (status=404)", "empero-ai/Qwen3.8-2B-Distill-GGUF": "HttpJsonError: HTTP request failed for https://modelscope.cn/models/empero-ai/Qwen3.8-2B-Distill-GGUF/resolve/master/config.json (status=404)", @@ -114,13 +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": 106, - "architectureOnly": false, + "architectureOnly": true, "architecturePolicySkipped": { - "frameworkCatalogUnknown": 0, - "frameworkContextUnknown": 320, - "modelArchitectureUnknown": 150, - "noMatchingBlock": 803, - "partiallyBlockedFrameworkSet": 95, + "frameworkCatalogUnknown": 85, + "frameworkContextUnknown": 316, + "modelArchitectureUnknown": 148, + "noMatchingBlock": 713, + "partiallyBlockedFrameworkSet": 94, "runningMatchedProtected": 0, "submissionContextMismatch": 0, "submissionContextUnknown": 0 @@ -159,15 +134,13 @@ "policyNoLongerAppliesTasks": [], "recentModelDays": 7, "recentModelReserveSlots": 5, - "repositorySizeErrors": { - "empero-ai/Qwen3.8-9B-GGUF": "recursive_repository_size_incomplete" - }, - "repositorySizesComplete": 247, + "repositorySizeErrors": {}, + "repositorySizesComplete": 0, "skipped": { - "fitsKnownCapacity": 1046, + "fitsKnownCapacity": 0, "gpuCapacityUnknown": 0, - "repositorySizeUnknown": 2 + "repositorySizeUnknown": 0 }, "stopErrors": [], - "uniqueModels": 248 + "uniqueModels": 247 } diff --git a/.modelhub_state/recent_outcomes.jsonl b/.modelhub_state/recent_outcomes.jsonl index 97db463a..87db0cbd 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": ["Spark2_5ForCausalLM"], "framework": "vllm", "lastSyncTime": "2026-09-12T10:56:57.011705+00:00", "modelId": "XHToken/Spark-X2.5-4B", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T10:55:22+00:00", "targetGpu": "Vastai_va16", "taskId": "4554931", "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": ["nemotron_h"], "framework": "", "lastSyncTime": "2026-09-12T10:30:27.007152+00:00", "modelId": "primitive-ai/Nemotron-3.5-Lightning-30B-A3B-mixed-INT4-INT8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-12T10:25:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610388", "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": 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"failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "", "lastSyncTime": "2026-09-08T20:58:55.412694+00:00", "modelId": "BAAI/AquilaMed-RL", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-09-08T20:51:21+00:00", "targetGpu": "Biren_166m", "taskId": "4610344", "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": 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