Masked Autoregressive Flow

🌐 Jekyll is a blog-aware static site generator in Ruby

Sampling with gradient-based Markov Chain Monte Carlo approaches

A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)

Official ImageNet Model repository

Get down and dirty with FlashAttention2.0 in pytorch, plug in and play no complex CUDA kernels

Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Code and written solutions of the assignments of the Stanford CS224N: Natural Language Processing with Deep Learning course from winter 2022/2023

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

✨✨Latest Papers on Vision Mamba and Related Areas

Implement the paper "Self-Attention with Relative Position Representations"

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

[CVPR 2024] Code release for TransNeXt model

torch-optimizer -- collection of optimizers for Pytorch

torch-optimizer -- collection of optimizers for Pytorch

Implementation of a Transformer, but completely in Triton

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

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

Natural Language Processing Tutorial for Deep Learning Researchers

Simple XLNet implementation with Pytorch Wrapper

Accepted as [NeurIPS 2024] Spotlight Presentation Paper

The official Meta Llama 3 GitHub site

This repository contains materials from the author's deep learning course at UC Berkeley lectured by Prof. Sahai, including coursework, assignments, code, and notes, among other materials

Solutions for CS224W Winter 2021 Colab