LEAD is a synthetic training data pipeline for academic embedding models.

LEAD = Liner Embedding Academic Data

	Quick Start




	
	Hard Negative Sampling (Recommended for beginners)

Copy and paste these commands to generate training data immediately:

pip install -r requirements.txt

python -c " from beir import util from beir.datasets.data_loader import… See the full description on the dataset page: https://huggingface.co/datasets/LinerAI/LEAD.