[Medical_NLP ➟ Awesome-AI4Med] medical-related LLMs, Multimodal systems, Datasets, Benchmarks, and more.

A Next-Generation Training Engine Built for Ultra-Large MoE Models

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

🔥🔥 LLaVA++: Extending LLaVA with Phi-3 and LLaMA-3 (LLaVA LLaMA-3, LLaVA Phi-3)

verl: Volcano Engine Reinforcement Learning for LLMs

An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

Curated list of data science interview questions and answers

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)

✨✨Latest Advances on Multimodal Large Language Models

Multimodal Question Answering in the Medical Domain: A summary of Existing Datasets and Systems

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

Tools for curating biomedical training data for large-scale language modeling

Efficient Retrieval Augmentation and Generation Framework

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

MedType: Improving Medical Entity Linking with Semantic Type Prediction

[Arxiv-2024] CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation

Meditron is a suite of open-source medical Large Language Models (LLMs).

MedAlign is a clinician-generated dataset for instruction following with electronic medical records.

A quick guide (especially) for trending instruction finetuning datasets

This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as Flan-T5.

Approaching Clinical NER as a MRC problem

Papers and online resources related to machine learning fairness

a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms

A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch

BertViz: Visualize Attention in Transformer Models