attend-and-excite

Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)

bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

butterfly

Butterfly matrix multiplication in PyTorch

colossalai

Making large AI models cheaper, faster and more accessible

controlnet_attn_map

Let us control diffusion models!

deep_vocab

Deep Vocab: Most Scientific Way for Memorization.

deta

Detection Transformers with Assignment

edenzzzz

Config files for my GitHub profile.

edenzzzz.github.io

edu-x

An educational AI app

fantaface

fly

galore

javadocs-scraper

keras

Deep Learning for humans

libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

m2

Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"

mlsys-intro

Tests to get started on MLSys

nanogpt

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

nccl-tests

NCCL Tests

nesvor

NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.

ocnn-pytorch

Octree-based Sparse Convolutional Neural Networks

partial_distance_correlation

This is the official GitHub for paper: On the Versatile Uses of Partial Distance Correlation in Deep Learning, in ECCV 2022

prompt-to-prompt

pyreft

ReFT: Representation Finetuning for Language Models

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

ring-flash-attention

Ring attention implementation with flash attention

stable-diffusion-compositions-analysis

Stable Diffusion Compositions Analysis

stable-diffusion-for-book-cover-generation

Code runs on GPU with 12 GB memory. Fine-tuning Stable Diffusion on Goodread's best books dataset to test the model's transfer learning ability.