HF-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM

A Native-PyTorch Library for LLM Fine-tuning

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

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

LLM training in simple, raw C/CUDA

Best practices for distilling large language models.

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

An innovative superfamily of fonts for code

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

🎨 Diagram as Code for prototyping cloud system architectures

A tool to animate Excalidraw drawings

Terminal session recorder 📹

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.

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Making large AI models cheaper, faster and more accessible

A new markup-based typesetting system that is powerful and easy to learn.

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image …

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

A Library for Uncertainty Quantification.

💌 Things I've learned about writing good READMEs.

Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Natural Intelligence is still a pretty good idea.

Creates a .csv file of all players in the English Player League with their respective team and total fantasy points

Nepali Romanized Keyboard Layout with installer for macOS

Site web of the Mathematical Tours

A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.

General Multi-Precision arithmetic for Python 2.6+/3+ (GMP, MPIR, MPFR, MPC)

Best Practices on Recommendation Systems