codertimo

stable-diffusion

A latent text-to-image diffusion model

ColossalAI

Making large AI models cheaper, faster and more accessible

milvus

A cloud-native vector database, storage for next generation AI applications

dalle-mini

DALL·E Mini - Generate images from a text prompt

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

llm-foundry

LLM training code for Databricks foundation models

min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

alpa

Training and serving large-scale neural networks with auto parallelization.

Rust-CUDA

Ecosystem of libraries and tools for writing and executing fast GPU code fully in Rust.

ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

Olive

Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.

smoothquant

[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

dlpack

common in-memory tensor structure

karlo

tpu-starter

Everything you want to know about Google Cloud TPU

korean_unsmile_dataset

EET

Easy and Efficient Transformer : Scalable Inference Solution For Large NLP model

2022-1-deep-learning-applications

flash-attention-jax

Implementation of Flash Attention in Jax

nori-clone

Standalone Nori (Korean Morphological Analyzer)

go-tensorrt

Go binding to TensorRT C API to do inference with pre-trained model in Go

zero-to-production

The code of Zero To Production In Rust for exercise

castanets

Tool for Multi-stage Review Process

negative-cache

PyTorch Implementation of the Paper "Efficient Training of Retrieval Models using Negative Cache"

BEEP_reimplement

LOL-Pick-Ban-Tool-KR

League of Legends Pick Ban Tool Korean version

jonghyun98.github.io

github pages