GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Magic Copy is a Chrome extension that uses Meta's Segment Anything Model to extract a foreground object from an image and copy it to the clipboard.

Structured Outputs

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

A guidance language for controlling large language models.

A Bulletproof Way to Generate Structured JSON from Language Models

LLM(😽)

Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, 17+ clouds, or on-prem).

Training Sparse Autoencoders on Language Models

Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript

A JavaScript library like PyTorch, with GPU acceleration.

Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).

Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)