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@@ -8,7 +8,7 @@
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{"agentVersion": "2026.10.18.1", "failReason": null, "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "lastSyncTime": "2026-10-19T05:37:58.864380+00:00", "modelId": "IFM/Jais-3-3.7B-FP8", "modelProfile": {"architectures": ["K2HorizonForCausalLM"], "configFingerprint": "8be5b78bdba5c4413c1e4ab91a46e27c34642b25d5dc059ad3a11d50d7e33593", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 6342166448, "estimatedRequiredGiB": 7.112, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "k2_horizon", "modelscopeFileSize": 6363495357, "modelscopeLicense": "apache-2.0", "modelscopeParams": 5058255360, "modelscopeTags": ["license:apache-2.0", "model_type:k2_horizon", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:jais-3", "custom_tag:3.7B", "custom_tag:dense", "custom_tag:fp8", "custom_tag:open-weights", "custom_tag:ifm"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 6363495357, "quantizationMethod": "compressed-tensors", "recursiveRepositoryBytes": 6363495357, "repositoryOnDiskBytes": 6363495357}, "outcome": "pending", "status": "waiting", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "submitTime": "2026-10-18T19:21:11.757914+00:00", "targetGpu": "MetaX_c-500", "taskId": "5633235", "taskType": "text-generation", "verifyResult": null}
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{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "llamacpp", "lastSyncTime": "2026-10-18T20:19:16.456402+00:00", "modelId": "ornith-ai/Ornith-1.0-9B-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-10-18T20:15:43+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4353479", "taskType": "text-generation", "verifyResult": -1}
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{"failReason": "ambiguous_runtime", "failureAction": "send_compact_profile_and_root_exception_to_llm", "failureCategory": "ambiguous_runtime", "failureClassificationReason": "missing_structured_error_code", "failureCode": null, "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "unknown", "framework": "llamacpp", "lastSyncTime": "2026-10-18T23:13:27.163940+00:00", "modelId": "ornith-ai/Ornith-1.5-9B-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-10-18T23:07:42+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4376891", "taskType": "text-generation", "verifyResult": -1}
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{"agentVersion": "2026.10.18.1", "failReason": null, "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "lastSyncTime": null, "modelId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "modelProfile": {"architectures": ["NemotronHForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 42747017349, "estimatedRequiredGiB": 47.793, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "nemotron_h", "modelscopeFileSize": 42764313592, "modelscopeLicense": "other", "modelscopeParams": null, "modelscopeTags": ["license:other", "model_type:nemotron_h", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:rapid-mlx", "custom_tag:nemotron", "custom_tag:apple-silicon"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 42764313592, "quantizationMethod": null, "recursiveRepositoryBytes": 42764313592, "repositoryOnDiskBytes": 42764313592}, "outcome": "pending", "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "submitTime": "2026-10-19T05:24:29.852624+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5645075", "taskType": "text-generation", "verifyResult": null}
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{"agentVersion": "2026.10.18.1", "failReason": null, "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "lastSyncTime": "2026-10-19T13:35:44.245720+00:00", "modelId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "modelProfile": {"architectures": ["NemotronHForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 42747017349, "estimatedRequiredGiB": 47.793, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "nemotron_h", "modelscopeFileSize": 42764313592, "modelscopeLicense": "other", "modelscopeParams": null, "modelscopeTags": ["license:other", "model_type:nemotron_h", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:rapid-mlx", "custom_tag:nemotron", "custom_tag:apple-silicon"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 42764313592, "quantizationMethod": null, "recursiveRepositoryBytes": 42764313592, "repositoryOnDiskBytes": 42764313592}, "outcome": "pending", "status": "waiting", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "submitTime": "2026-10-19T05:24:29.852624+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5645075", "taskType": "text-generation", "verifyResult": null}
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{"failReason": "model_load", "failureAction": "inspect_root_exception_then_llm_if_unknown", "failureCategory": "model_load", "failureClassificationReason": "broad_load_error", "failureCode": "MODEL_LOAD_FAILED", "failureDetectedFramework": "llamacpp", "failureDeterministic": false, "failureEnrichmentAttempts": 1, "failureEnrichmentError": null, "failureNeedsLlm": true, "failureScope": "model_gpu_framework", "framework": "llamacpp", "lastSyncTime": "2026-10-19T05:37:58.864276+00:00", "modelId": "ornith-ai/Ornith-1.5-9B-GGUF", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-10-19T02:17:42+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4332393", "taskType": "text-generation", "verifyResult": -1}
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{"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-19T05:37:58.864322+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-19T03:14:07+00:00", "targetGpu": "Biren_166m", "taskId": "4991852", "taskType": "text-generation", "verifyResult": null}
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{"failReason": "参数/模板问题", "framework": "", "lastSyncTime": "2026-10-19T05:37:58.864343+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {}, "outcome": "failed", "status": "failed", "submitTime": "2026-10-19T03:14:06+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4974217", "taskType": "text-generation", "verifyResult": null}
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@@ -24,3 +24,4 @@
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{"agentVersion": "2026.10.18.1", "failReason": null, "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "lastSyncTime": null, "modelId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "modelProfile": {"architectures": [], "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 131113728, "estimatedRequiredGiB": 2.289, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 2048022608, "modelscopeLicense": "apache-2.0", "modelscopeParams": 213547777, "modelscopeTags": ["license:apache-2.0", "library:gguf", "task:text-generation", "custom_tag:gguf", "custom_tag:llama.cpp", "custom_tag:dspark", "custom_tag:speculative-decoding", "custom_tag:draft-model", "custom_tag:quantized", "custom_tag:minicpmv", "custom_tag:minicpmv4.7", "custom_tag:text-generation", "custom_tag:vision-understanding", "custom_tag:tool-calling", "custom_tag:on-device", "custom_tag:edge-ai", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 2048022608, "quantizationMethod": null, "recursiveRepositoryBytes": 2048022608, "repositoryOnDiskBytes": 2048022608}, "outcome": "pending", "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "submitTime": "2026-10-19T06:23:55.179098+00:00", "targetGpu": "Ascend_910-b3", "taskId": "5645923", "taskType": "text-generation", "verifyResult": null}
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{"agentVersion": "2026.10.18.1", "failReason": null, "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "lastSyncTime": null, "modelId": "castorini/gaggle-nanochat-pretrained-climbmix-20260924", "modelProfile": {"architectures": ["GaggleForCausalLM"], "configFingerprint": "077eea1fd1f15fd13a8367dad60b0d1b310724d7cc6ea546505d0f84d78d5aca", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 3493762176, "estimatedRequiredGiB": 37.765, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "gaggle", "modelscopeFileSize": 33791316398, "modelscopeLicense": "mit", "modelscopeParams": 3286633962, "modelscopeTags": ["license:mit", "model_type:gaggle", "library:pytorch", "library:transformer", "library:gguf", "library:safetensors", "task:text-generation", "custom_tag:nanochat", "custom_tag:pretraining", "custom_tag:climbmix", "custom_tag:d34", "custom_tag:base-model", "custom_tag:custom_code", "custom_tag:vllm", "custom_tag:gaggle", "custom_tag:gguf", "custom_tag:ollama", "custom_tag:llama.cpp", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "publishedSizeBytes": 33791316398, "quantizationMethod": null, "recursiveRepositoryBytes": 33791316398, "repositoryOnDiskBytes": 33791316398}, "outcome": "pending", "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "submitTime": "2026-10-19T06:30:43.244158+00:00", "targetGpu": "hygon_k100-ai", "taskId": "5645977", "taskType": "text-generation", "verifyResult": null}
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{"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": "2026-10-19T13:21:23.558154+00:00", "modelId": "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-10-19T13:19:43+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4981854", "taskType": "text-generation", "verifyResult": -1}
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{"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": "2026-10-19T13:35:44.245759+00:00", "modelId": "nanbeige/Nanbeige4.2-3B-GPTQ-Int8", "modelProfile": {}, "outcome": "failed", "status": "success", "submitTime": "2026-10-19T13:23:43+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4678756", "taskType": "text-generation", "verifyResult": -1}
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