The Daily Index — Monday, July 3, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

GPT-MIGRATE

GPT-Migrate makes it easy to migrate a codebase from one framework or language to another. It is still currently in development alpha and not yet ready for production use. A video demo showing GPT-Migrate being used to convert Python code to JavaScript is available.

github.com

TLDR AI · GitHub repository

A NEW METHOD FOR BETTER MEDICAL IMAGING WITH LIMITED DATA

This study introduces 'Volume Fusion' (VF), a new way to train 3D medical imaging models without needing large amounts of pre-labelled data. The research showed that VF, combined with a new network structure, improved the accuracy of medical image interpretation for different body parts.

github.com

TLDR AI · GitHub repository

Untitled entry

This research presents a method called Filtered Guided Diffusion (FGD) that enhances Image-to-Image (I2I) translation without requiring extra training or changes to the underlying model. FGD adjusts the diffusion process based on previous steps and offers significant improvements in structural guidance and performance.

github.com

TLDR AI · GitHub repository

LLM TRAINING PUZZLES

While we are all waiting for our 22k H100s to be delivered, we should probably practice training large models. Sasha Rush has another set of puzzles, but instead of GPUs or tensor shapes, he walks us through model parallelism, gradient accumulation, and more!

github.com