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InSilicoTrials
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- https://marcovirgolin.github.io
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🐢 Open-Source Evaluation & Testing for LLMs and ML models
De novo drug design with deep interactome learning
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
grantslatton / llama.cpp
Forked from ggerganov/llama.cppPort of Facebook's LLaMA model in C/C++
An algorithm for multi-objective hyperparameter optimization: Multi-Objective Population Based Training (MO-PBT), ICML 2023
apage43 / falcon.cpp
Forked from NouamaneTazi/bloomz.cpp(not yet working) ggml implementation for falcon
A Node.JS chat demo where the chat streams to the browser.