dschaehi

dschaehi's Stars

• zhijing-jin/NLP4SocialGood_Papers

  A reading list of up-to-date papers on NLP for Social Good.

  30432

• Lightning-AI/litgpt

  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

  Language:Python12.8k1.3k

• dschaehi/nn-zero-to-hero

  Neural Networks: Zero to Hero

  1

• ashleve/lightning-hydra-template

  PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

  Language:Python4.9k709

• hoelzer/dfg

  A LaTeX template for a basic DFG (Deutsche Forschungsgemeinschaft, German Research Foundation) grant proposal.

  Language:TeX8759

• bjoernpl/GermanBenchmark

  A repository containing the code for translating popular LLM benchmarks to German.

  Language:Python291

• bitsandbytes-foundation/bitsandbytes

  Accessible large language models via k-bit quantization for PyTorch.

  Language:Python7.6k782

• mengdi-li/awesome-RLAIF

  A continually updated list of literature on Reinforcement Learning from AI Feedback (RLAIF)

  1865

• mengdi-li/internally-rewarded-rl

  [ICML 2023] Code for paper "Internally Rewarded Reinforcement Learning"

  Language:Jupyter Notebook121

• rushrukh/awesome-explainable-ai

  A repository for summaries of recent explainable AI/Interpretable ML approaches

  8314

• maet3608/minimal-setup-py

  An example for a minimal setup.py

  Language:Python6422

• karpathy/micrograd

  A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

  Language:Jupyter Notebook12.8k1.9k

• huggingface/safetensors

  Simple, safe way to store and distribute tensors

  Language:Python3.4k265

• awth13/org-appear

  Toggle visibility of hidden Org mode element parts upon entering and leaving an element

  Language:Emacs Lisp43420

• probml/pml2-book

  Probabilistic Machine Learning: Advanced Topics

  1.5k128

• udlbook/udlbook

  Understanding Deep Learning - Simon J.D. Prince

  Language:Jupyter Notebook7.9k1.7k

• omnilib/ufmt

  Safe, atomic formatting with black and µsort

  Language:Python10713

• facebookresearch/multimodal

  TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

  Language:Python1.6k158

• pytorch/rl

  A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

  Language:Python3.1k406

• nobiot/org-transclusion

  Emacs package to enable transclusion with Org Mode

  Language:Emacs Lisp1k49

• minad/org-modern

  :unicorn: Modern Org Style

  Language:Emacs Lisp1.8k48

• ofa-x/OFA-X

  This repository contains the code for the publication "Harnessing the Power of Multi-Task Pretraining for Ground-Truth Level Natural Language Explanations"

  Language:Python10

• kedro-org/kedro

  Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

  Language:Python10.5k961

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python9.9k715

• mml-book/mml-book.github.io

  Companion webpage to the book "Mathematics For Machine Learning"

  Language:Jupyter Notebook14.5k2.6k

• facebookresearch/faiss

  A library for efficient similarity search and clustering of dense vectors.

  Language:C++37.1k4k

• google-deepmind/mujoco_menagerie

  A collection of high-quality models for the MuJoCo physics engine, curated by Google DeepMind.

  Language:Python2.5k346

• wangyongjie-ntu/Awesome-explainable-AI

  A collection of research materials on explainable AI/ML

  Language:Markdown1.6k214

• huggingface/accelerate

  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

  Language:Python9.1k1.2k

• facebookresearch/hydra

  Hydra is a framework for elegantly configuring complex applications

  Language:Python9.7k709