Pinned Repositories
ansible
Personal Ansible Configuration for Desktop and Server
lightning-examples
PyTorch examples powered by Lightning
multi-node-examples
Examples for Training Multi-Node with PyTorch and PyTorch Lightning
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
pytorch-lightning-snippets
A collection of code snippets for my PyTorch Lightning projects
pytorch_geometric
Graph Neural Network Library for PyTorch
pytorchConvLSTM
Implementation of a convolutional LSTM in PyTorch
lit-llama
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
litgpt
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
awaelchli's Repositories
awaelchli/pytorch-lightning-snippets
A collection of code snippets for my PyTorch Lightning projects
awaelchli/lightning-examples
PyTorch examples powered by Lightning
awaelchli/multi-node-examples
Examples for Training Multi-Node with PyTorch and PyTorch Lightning
awaelchli/pytorch_geometric
Graph Neural Network Library for PyTorch
awaelchli/ansible
Personal Ansible Configuration for Desktop and Server
awaelchli/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
awaelchli/stylegan2-pytorch-lightning
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorchLightning
awaelchli/pytorch-demo
Future Talk 2019: Monitoring and Debugging Deep Neural Networks in PyTorch
awaelchli/dotfiles
awaelchli/openfold
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
awaelchli/profile-image
The code for my profile image
awaelchli/animations
awaelchli/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
awaelchli/easy-gpt
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
awaelchli/hyena-dna
Official implementation for HyenaDNA, a long-range genomic foundation model built with Hyena
awaelchli/lightning-pose
Accelerated pose estimation and tracking using semi-supervised convolutional networks.
awaelchli/lightning-quick-start
awaelchli/neuronx-nemo-megatron
awaelchli/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
awaelchli/pytorch-lightning-conference-seed
Pytorch Lightning code guideline for conferences
awaelchli/torch-optical-flow
Optical Flow Toolbox for Deep Learning
awaelchli/ARFlow
The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
awaelchli/engineering-class
Lightning Bits: Engineering for Researchers repo
awaelchli/gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
awaelchli/lightning-feedstock
A conda-smithy repository for lightning.
awaelchli/metrics
Machine learning metrics for distributed, scalable PyTorch applications.
awaelchli/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
awaelchli/pytorch-forecasting
Time series forecasting with PyTorch
awaelchli/website
Personal Website with Wagtail CMS
awaelchli/win-symlink