Talos-1

AQLM

Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf and PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression https://arxiv.org/abs/2405.14852

PySyft

Perform data science on data that remains in someone else's server

torchshow

Visualize PyTorch tensors with a single line of code.

DebiasMulticlassWordEmbedding

NAACL 2019 (Oral): Code for "Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings"

LLMs-from-scratch

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

LLM101n

LLM101n: Let's build a Storyteller

pykan

Kolmogorov Arnold Networks

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

kan-gpt

The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling

flash-attention

Fast and memory-efficient exact attention

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

AutoGPT

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.

deforum-stable-diffusion

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

FirstCourseNetworkScience

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

polars

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

course22

The fast.ai course notebooks

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

stable-diffusion

A latent text-to-image diffusion model

nvitop

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

python-igraph

Python interface for igraph

nxviz

Visualization Package for NetworkX

tiktok-hashtag-analysis

Provides tools to analyze hashtags within posts scraped from TikTok.

Signal-Desktop

A private messenger for Windows, macOS, and Linux.

Signal-iOS

A private messenger for iOS.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

gym

A toolkit for developing and comparing reinforcement learning algorithms.

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

receptive_field_analysis_toolbox

A toolbox for receptive field analysis and visualizing neural network architectures

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"