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Peter Yeh's Projects

ao icon ao

torchao: PyTorch Architecture Optimization (AO). A repository to host AO techniques and performant kernels that work with PyTorch.

aotriton icon aotriton

Ahead of Time (AOT) Triton Math Library

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-cpp icon awesome-cpp

A curated list of awesome C/C++ frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

bloom icon bloom

Automatically exported from code.google.com/p/bloom

caffe2 icon caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

chatdev icon chatdev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

composable_kernel icon composable_kernel

Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

dotfiles-1 icon dotfiles-1

.files, including ~/.osx — sensible hacker defaults for OS X

dotfiles-2 icon dotfiles-2

YADR - The best vim,git,zsh plugins and the cleanest vimrc you've ever seen

gloo icon gloo

Collective communications library with various primitives for multi-machine training.

gpt-3 icon gpt-3

GPT-3: Language Models are Few-Shot Learners

gpt-fast icon gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

gpt-researcher icon gpt-researcher

GPT based autonomous agent that does online comprehensive research on any given topic

grpc icon grpc

The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

hip icon hip

HIP : Convert CUDA to Portable C++ Code

horovod icon horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

human-eval icon human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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