Muon optimizer for neural networks: >30% extra sample efficiency, <3% wallclock overhead

Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.

🏅 Collection of Kaggle Solutions and Ideas 🏅

Perform arbitrary actions on signals.

Efficient Triton Kernels for LLM Training

Type annotations for specifying, validating, and serializing arrays with arbitrary backends in Pydantic (and beyond)

Code for explaining and evaluating late chunking (chunked pooling)

Structured Text Generation

Official inference repo for FLUX.1 models

A PyTorch native library for large model training

Optax is a gradient processing and optimization library for JAX.

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

Typer, build great CLIs. Easy to code. Based on Python type hints.

Convert PDF to markdown + JSON quickly with high accuracy

OCR, layout analysis, reading order, table recognition in 90+ languages

Streamlit — A faster way to build and share data apps.

Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy

Publication-quality network visualisations in python

AI powered one-click comprehensive docs from transcripts and text.

The official PyTorch implementation of Google's Gemma models

lightweight, standalone C++ inference engine for Google's Gemma models.

🕸️ Little helper for handling entity clusters

Machine Learning Engineering Open Book

BirdNET analyzer for scientific audio data processing.

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

OEC Tradle

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…