dongpil

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

autonlp

🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

BentoML

Model Serving Made Easy

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

CRAFT-Reimplementation

CRAFT-Pyotorch：Character Region Awareness for Text Detection Reimplementation for Pytorch

cs231n.github.io

Public facing notes page

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

devenv

dongpil.github.io

dongpil.github.io

dotfiles-public

My personal dotfiles

etcd

Distributed reliable key-value store for the most critical data of a distributed system

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

go

The Go programming language

gobusybox

Tools for compiling many Go commands into one binary to save space. Builds are supported in vendor-based Go, module-based Go, and bazel with Starlark.

katacoda-scenarios

Katacoda Scenarios

KoSpeech

Open Source Project for Korean End-to-End (E2E) Automatic Speech Recognition (ASR) in Pytorch for Deep Learning Researchers

kubernetes-the-hard-way

Bootstrap Kubernetes the hard way on Google Cloud Platform. No scripts.

llama.cpp

Port of Facebook's LLaMA model in C/C++

mytest

myvim

vim configurations

nanoGPT

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

orca

LLM Orchestrator built in Rust

serve

Model Serving on PyTorch

SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

speech-to-text-benchmark

speech to text benchmark framework

T101

Terraform Study files

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

website

Kubeflow's public website

yona

Project Hosting SW, DEMO: