D

Deep Learning

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

huggingface.co/transformers https://github.com/huggingface/transformers

🔧🔗github hf diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

🕸️🔗huggingface.co/docs/diffusers

https://github.com/Lightning-AI/litgpt 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale. 🔗 https://lightning.ai/

🔧🔗https://github.com/facebookresearch/habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

https://github.com/Lightning-AI/torchmetrics Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications. 🔗 https://lightning.ai/docs/torchmetrics/

LLMs from scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 🔧🔗https://github.com/rasbt/LLMs-from-scratch

ESPNet

🔧🔗https://github.com/espnet/espnet End-to-End Speech Processing Toolkit

🔧🔗https://github.com/yandexdataschool/Practical_DL

DL course co-developed by YSDA, HSE and Skoltech

🔧🔗https://github.com/SYSTRAN/faster-whisper

Faster Whisper transcription with CTranslate2

🔧🔗https://github.com/yandexdataschool/Practical_RL A course in reinforcement learning in the wild

🔧🔗https://github.com/lucidrains/alphafold3-pytorch Implementation of Alphafold 3 from Google Deepmind in Pytorch

https://github.com/Lightning-AI/tutorials Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks. 🔗 https://lightning-ai.github.io/tutorials

https://github.com/Lightning-AI/ecosystem-ci 🔗 https://devblog.pytorchlightning.ai/stay-ahead-of-breaking-changes-with-the-new-lightning-ecosystem-ci-b7e1cf78a6c7 Automate issue discovery for your projects against Lightning nightly and releases.