Fazzie's repositories
EasyParallelLibrary
Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed giant model training.
Fazziekey.github.io
Personal Blog
github-slideshow
A robot powered training repository :robot:
human-eval
Code for the paper "Evaluating Large Language Models Trained on Code"
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
cramming
Cramming the training of a (BERT-type) language model into limited compute.
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
FastFold
Optimizing AlphaFold Training and Inference on GPU Clusters
lightning
The most intuitive, flexible, way for researchers, ML engineers and data scientists to build models (with PyTorch), research workflows and production pipelines with an obsessive focus on flexibility and performance.
Mafia-GPT
An experimental open-source attempt to make GPT-4 for Werewolf Kill.
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
public_assets
Storing publicly available assets such as images, animations and texts
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
ReWOO
Decoupling Reasoning from Observations for Efficient Augmented Language Models
stable-diffusion-webui
Stable Diffusion web UI
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
Titans
A collection of models built with ColossalAI
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
x-stable-diffusion
Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.