hwang595

hwang595's Stars

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python85.3k1.7k47.8k23k

• prakhar1989/awesome-courses

  :books: List of awesome university courses for learning Computer Science!

  58.2k2.3k798.2k

• karpathy/nanoGPT

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

  Language:Python38.1k3803206.1k

• microsoft/DeepSpeed

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

  Language:Python36k3472.9k4.2k

• numpy/numpy

  The fundamental package for scientific computing with Python.

  Language:Python28.4k59913k10.2k

• karpathy/llama2.c

  Inference Llama 2 in one file of pure C

  Language:C17.7k1902242.1k

• openai/gpt-3

  GPT-3: Language Models are Few-Shot Learners

  15.7k89232.3k

• academicpages/academicpages.github.io

  Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

  Language:JavaScript12.8k9237644.7k

• NVIDIA/Megatron-LM

  Ongoing research training transformer models at scale

  Language:Python10.9k1668112.4k

• jadore801120/attention-is-all-you-need-pytorch

  A PyTorch implementation of the Transformer model in "Attention is All You Need".

  Language:Python9k971812k

• FedML-AI/FedML

  FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

  Language:Python4.2k117327786

• NVIDIA/nccl

  Optimized primitives for collective multi-GPU communication

  Language:C++3.3k1531.4k840

• pytorch/torchtitan

  A PyTorch native library for large model training

  Language:Python2.8k44198228

• soumith/convnet-benchmarks

  Easy benchmarking of all publicly accessible implementations of convnets

  Language:Python2.7k28777577

• Trusted-AI/AIX360

  Interpretability and explainability of data and machine learning models

  Language:Python1.6k5678310

• dmlc/ps-lite

  A lightweight parameter server interface

  Language:C++1.5k9190542

• openai/blocksparse

  Efficient GPU kernels for block-sparse matrix multiplication and convolution

  Language:Cuda1k19548202

• mpi4py/mpi4py

  Python bindings for MPI

  Language:Python82216190120

• tushar-semwal/awesome-federated-computing

  :books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

  47036085

• yhyu13/AlphaGOZero-python-tensorflow

  Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

  Language:Python3402912114

• leopard-ai/betty

  Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

  Language:Python33481227

• cheind/py-lapsolver

  Fast linear assignment problem (LAP) solvers for Python based on c-extensions

  Language:Python15541524

• FALCONN-LIB/FFHT

  Fast Fast Hadamard Transform

  Language:C7862519

• daleroberts/hdmedians

  High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.

  Language:Python7112615

• cnellington/Contextualized

  An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters.

  Language:Python6749912

• tanyuqian/redco

  NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference

  Language:Python62317

• stsievert/pytorch_ps_mpi

  PyTorch parameter server with MPI

  Language:Jupyter Notebook16333

• Hacker0912/SysML-gpu

  Language:Cuda2300