Code for "EHR-DS-QA: A synthetic QA Dataset Derived from Medical Discharge Summaries for Enhanced Medical Information Retrieval Systems.

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

A large-scale (194k), Multiple-Choice Question Answering (MCQA) dataset designed to address realworld medical entrance exam questions.

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Instruct-tune LLaMA on consumer hardware

cuML - RAPIDS Machine Learning Library

Build PyTorch CIFAR100 using coarse labels

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

University of Illinois letterhead template

Code for submission XXXX

Combating hidden stratification with GEORGE

Tutel MoE: An Optimized Mixture-of-Experts Implementation

Are you ready? use ChatGPT in 20 seconds

Library for converting clinical trial eligibility criteria to a machine-readable format.

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

A Deep Learning Python Toolkit for Healthcare Applications.

PyPI Package: An easy-to-use medication/drug code mapping tool

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping

A collection of papers about Transformer in the field of medical image analysis.

This repository provides the dataset used in "Schema-Guided Natural Language Generation" by Yuheng Du, Shereen Oraby, Vittorio Perera, Minmin Shen, Anjali Narayan-Chen, Tagyoung Chung, Anu Venkates…