🐢 Open-Source Evaluation & Testing for LLMs and ML models

De novo drug design with deep interactome learning

Kolmogorov Arnold Networks

This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with LLMs

Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to ex…

Findings of EMNLP'22 | Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision

PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development

benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

A guidance language for controlling large language models.

Generating tabular datasets under differential privacy

Python SDK, Proxy Server to call 100+ LLM APIs using the OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves…

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

SpanMarker for Named Entity Recognition

Book about interpretable machine learning

OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

Repo to hold examples of responsible model assessment for a variety of different verticals such as healthcare and financial services

Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"

Library for optimization with the model-based evolutionary algorithm GOMEA (Gene-pool Optimal Mixing Evolutionary Algorithm)

Specify what you want it to build, the AI asks for clarification, and then builds it. Completely separate team and codebase from the AI Web App builder https://gptengineer.app

LLM training code for Databricks foundation models

Port of Facebook's LLaMA model in C/C++

An algorithm for multi-objective hyperparameter optimization: Multi-Objective Population Based Training (MO-PBT), ICML 2023

(not yet working) ggml implementation for falcon

A Node.JS chat demo where the chat streams to the browser.