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

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Examples and guides for using the OpenAI API

12 Lessons to Get Started Building AI Agents

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Neural Networks: Zero to Hero

Anthropic's educational courses

llama3 implementation one matrix multiplication at a time

Foundational Models for State-of-the-Art Speech and Text Translation

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Official Code for Stable Cascade

fast.ai Courses

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Datasets, tools, and benchmarks for representation learning of code.

Notebooks and various random fun

A series of top performing Text to SQL LLMs

[NeurIPS 22] [AAAI 24] Recurrent Transformer-based long-context architecture.

Helper scripts and examples for exploring the Falcon LLM models

Source code for my blog post series "On-device training with Core ML"

A GAN experiment that, given an image of a letter, produces an alphabet in the same style.

Language Segment-Anything (with updated dependencies)

ru-Dalle run from the comfort of your own home!