jeremyjordan

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

dspy

DSPy: The framework for programming—not prompting—foundation models

surya

OCR, layout analysis, reading order, line detection in 90+ languages

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

outlines

Structured Text Generation

FastUI

Build better UIs faster.

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

morphic

An AI-powered search engine with a generative UI

gateway

A Blazing Fast AI Gateway with integrated Guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

composer

Supercharge Your Model Training

torchtune

A Native-PyTorch Library for LLM Fine-tuning

trafilatura

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

ColBERT

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

schedule_free

Schedule-Free Optimization in PyTorch

mactop

mactop - Apple Silicon Monitor Top written in pure Golang! Under 1,000 lines of code.

resemble-enhance

AI powered speech denoising and enhancement

s2orc

S2ORC: The Semantic Scholar Open Research Corpus: https://www.aclweb.org/anthology/2020.acl-main.447/

rcg

PyTorch implementation of RCG https://arxiv.org/abs/2312.03701

mirascope

LLM abstractions that aren't obstructions

cookbook

Deep learning for dummies. All the practical details and useful utilities that go into working with real models.

levanter

Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax

repeng

A library for making RepE control vectors

all-in-one

All-In-One Music Structure Analyzer

GradCache

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

diarizers

brainworkshop

Continued development of the popular brainworkshop game

pycon2024

Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024

PAQ

Code and data to support the paper "PAQ 65 Million Probably-Asked Questions andWhat You Can Do With Them"

slides