Awesome list for LLM quantization

CUDA Templates for Linear Algebra Subroutines

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

A 4-hour coding workshop to understand how LLMs are implemented and used

Benchmarking library for RAG

Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ

FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀

MiniCPM-o 2.6: A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

A curated list of practical financial machine learning tools and applications.

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

Doing simple retrieval from LLM models at various context lengths to measure accuracy

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

lightweight, standalone C++ inference engine for Google's Gemma models.

Rapid fuzzy string matching in Python using various string metrics

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas…

A new markup-based typesetting system that is powerful and easy to learn.

Quantitative analysis, strategies and backtests

Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022

Fast and memory-efficient exact attention

Anatomically-aware Uncertainty for Semi-supervised Image Segmentation

Code for Bag of Tricks for Fully Test-Time Adaptation

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.

An open source implementation of "Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning", an all-new multi modal AI that uses just a decoder to generate both text and images

Analyze documents with Amazon Textract and generate output in multiple formats.