Seunghyun Seo's repositories
custom-diffusion
custom^2 diffusion
linear_cross_entropy_loss
A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
Megatron-LM
Ongoing research training transformer models at scale
avandekleut.github.io
Personal website: Deep reinforcement learning, computational neuroscience and artificial intelligence.
bark
🔊 Text-Prompted Generative Audio Model
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
bolt
10x faster matrix and vector operations
lingua
Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.
DeepSpeedExamples
Example models using DeepSpeed
fastformers
FastFormers - highly efficient transformer models for NLU
fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
goodboychan.github.io
jupyter blog
gpustat
📊 A simple command-line utility for querying and monitoring GPU status
ILearnDeepLearning.py
This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
lilac
Curate better data for LLMs
MadMario
Interactive tutorial to build a learning Mario, for first-time RL learners
MOBA_RL
Deep Reinforcement Learning for Multiplayer Online Battle Arena
neural_sp
End-to-end ASR/LM implementation with PyTorch
optimizers
For optimization algorithm research and development.
PRML-1
PRML algorithms implemented in Python
PyTorch-Universal-Docker-Template
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
reverse_eng_deepspeed_study
DeepSpeed Study, focused on reverse engineering and enhancing documentation
seosh_pyctcdecode
A fast and lightweight python-based CTC beam search decoder for speech recognition.
seosh_speechbrain
A PyTorch-based Speech Toolkit
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
whisper.cpp
Port of OpenAI's Whisper model in C/C++