Educational Resources for Medical LLMs
Curated medical LLM datasets and models for use in curricular content, particularly for medical professionals (e.g. medical students).
Viewer β’ Updated β’ 167k β’ 189 β’ 103Note Dataset of patient case reports from PubMed Central.
epfl-llm/guidelines
Viewer β’ Updated β’ 38k β’ 362 β’ 102Note Dataset of clinical guidelines from different international sources.
Ahren09/XLingHealth
Viewer β’ Updated β’ 16k β’ 2Note Dataset of multilingual (English, Spanish, Hindi, Chinese) health queries and answers from patients.
medalpaca/medical_meadow_usmle_self_assessment
Preview β’ Updated β’ 4 β’ 4Note USMLE Self-Assessments for Steps 1, 2, and 3 (released in 2022).
starmpcc/Asclepius-Synthetic-Clinical-Notes
Viewer β’ Updated β’ 158k β’ 259 β’ 66Note Dataset of synthetically-generated clinical notes.
akemiH/NoteChat
Viewer β’ Updated β’ 207k β’ 248 β’ 18Note Dataset of synthetically-generated doctor-patient dialogue.
meta-llama/Llama-2-70b-chat-hf
Text Generation β’ Updated β’ 137k β’ β’ 2.13kNote Highest performing general chat-optimized open-access LLM.
epfl-llm/meditron-70b
Text Generation β’ Updated β’ 836 β’ 217Note Highest performing domain-adapted open-access LLM (not chat-optimized).
emilyalsentzer/Bio_ClinicalBERT
Fill-Mask β’ Updated β’ 8.51M β’ 260Note Encoder for clinical notes.
ncbi/MedCPT-Query-Encoder
Feature Extraction β’ Updated β’ 35.2k β’ 21Note Encoder for PubMed queries by the NCBI. They also have an article encoder.
microsoft/llava-med-7b-delta
Text Generation β’ Updated β’ 114 β’ 60Note Vision-language model domain-adapted for medicine.
HuggingFaceH4/zephyr-7b-beta
Text Generation β’ Updated β’ 224k β’ β’ 1.55kNote Strong general 7B chat-optimized LLM.
Running32πMedical Note Deidentification
Note Demo for medical note de-identification algorithm.
Runtime error17π₯Compare Biomedical LLMs
Note Demo for comparing outputs of generative biomedical LMs.
Runtime error98πΊοΈExplore Clinical & Biomedical Language Models
Note Larger curated list of clinical and biomedical LMs.