The Agent Skills Directory

[EXTERNAL_DOWNLOADS]: The skill fetches the TinyShakespeare dataset from a well-known repository on GitHub (karpathy/char-rnn) for character-level training examples.
[EXTERNAL_DOWNLOADS]: It uses the HuggingFace datasets library to download the OpenWebText dataset for reproducing GPT-2 models.
[SAFE]: All identified dependencies, including torch, transformers, datasets, tiktoken, wandb, and numpy, are standard and widely used libraries in the machine learning community.
[SAFE]: The provided Python code snippets for the transformer blocks, attention mechanisms, and training routines follow best practices for educational ML implementations and contain no suspicious logic.

nanogpt