jxtngx

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

Applied AI experiments and examples for PyTorch

lightning-lab

hackable boilerplate for PyTorch Lightning driven deep learning research in Lightning AI Studios

lightning-quant

Deep Learning for Algorithmic Trading with PyTorch and PyTorch Lightning

lightning-text

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

lightning-vision

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

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.

torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

jxtngx/lightning-lab

hackable boilerplate for PyTorch Lightning driven deep learning research in Lightning AI Studios

jxtngx/lightning-vision

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

jxtngx/lightning-quant

Deep Learning for Algorithmic Trading with PyTorch and PyTorch Lightning

jxtngx/lightning-text

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

jxtngx/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

jxtngx/applied-ai

Applied AI experiments and examples for PyTorch

jxtngx/comet-examples

Examples of Machine Learning code using Comet.ml

jxtngx/comet-llm

Log, Track, and Visualize your LLM Prompts and Chains

jxtngx/datasets

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

jxtngx/diffusers

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

jxtngx/eventkit

Event-driven data pipelines

jxtngx/gpt-fast

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

jxtngx/hf-cookbook

Open-source AI cookbook

jxtngx/ib_insync

Python sync/async framework for Interactive Brokers API

jxtngx/langchain

🦜🔗 Build context-aware reasoning applications

jxtngx/litgpt

Contribution Fork

jxtngx/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

jxtngx/llama3

Contribution fork

jxtngx/nest_asyncio

Patch asyncio to allow nested event loops

jxtngx/peft

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

jxtngx/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

jxtngx/pytorch-lightning

Contribution Fork

jxtngx/pytorch-official-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

jxtngx/pytorch-official-tutorials

PyTorch tutorials.

jxtngx/rag-hugging-face-collection

jxtngx/torchao

Native PyTorch library for quantization and sparsity

jxtngx/torchmetrics

Contribution Fork

jxtngx/torchtune

A Native-PyTorch Library for LLM Fine-tuning

jxtngx/transformers

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