The Agent Skills Directory

[SAFE]: The skill serves as a technical reference for deep learning practitioners. It provides well-documented code snippets that follow established industry best practices for model training, memory management, and performance optimization.
[EXTERNAL_DOWNLOADS]: The documentation references downloading pre-trained models from well-known and trusted sources, such as the Hugging Face Model Hub (specifically Facebook/Meta models), which is standard and expected behavior in modern machine learning workflows.
[DYNAMIC_EXECUTION]: The skill includes instructions for using performance-enhancing features like torch.compile and the dynamic loading of specialized GPU kernels (e.g., Flash Attention). These are legitimate and widely used optimization techniques within the deep learning ecosystem and are presented here within their appropriate technical context.

ml-training-recipes