Get started with building Fullstack Agents using Gemini 2.5 and LangGraph

A comprehensive guide to building RAG-based LLM applications for production.

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

A guidance language for controlling large language models.

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Development repository for the Triton language and compiler

jax-triton contains integrations between JAX and OpenAI Triton

LLM101n: Let's build a Storyteller

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

✨✨Latest Advances on Multimodal Large Language Models

Document Q&A over The Full Stack's Corpus

A library for efficient similarity search and clustering of dense vectors.

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Jax/Flax rewrite of Karpathy's nanoGPT

Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python ⚡

JMP is a Mixed Precision library for JAX.

A metrics library for the JAX ecosystem

Machine Learning Engineering Open Book

Transformer related optimization, including BERT, GPT

DziriBERT: a Pre-trained Language Model for the Algerian Dialect

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Implementation of a Transformer, but completely in Triton

CUDA Templates and Python DSLs for High-Performance Linear Algebra

🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX

Longformer: The Long-Document Transformer

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

CLU lets you write beautiful training loops in JAX.

🔥Highlighting the top ML papers every week.

Training and serving large-scale neural networks with auto parallelization.