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Hi! I'm Justin, and I'm focused on enabling the application of artificial intelligence in real-world contexts.

Justin's Projects

accelerate icon 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

applied-ai icon applied-ai

Applied AI experiments and examples for PyTorch

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

diffusers icon diffusers

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

gpt-fast icon gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

ib_insync icon ib_insync

Python sync/async framework for Interactive Brokers API

langchain icon langchain

🦜🔗 Build context-aware reasoning applications

lightning-lab icon lightning-lab

hackable boilerplate for PyTorch Lightning driven deep learning research

lightning-quant icon lightning-quant

Deep Learning for Algorithmic Trading with PyTorch and PyTorch Lightning

lightning-text icon lightning-text

Boilerplate for TorchText Driven Deep Learning Research with PyTorch Lightning and Lightning Fabric

lightning-vision icon lightning-vision

Boilerplate for TorchVision Driven Deep Learning Research with PyTorch Lightning and Lightning Fabric

llama-official-recipes icon llama-official-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

torchao icon torchao

Native PyTorch library for quantization and sparsity

torchtune icon torchtune

A Native-PyTorch Library for LLM Fine-tuning

transformers icon transformers

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

unstructured icon unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

wandb-weave icon wandb-weave

Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.

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