lightonai/embeddings-fine-tuning

Overview This dataset is composed of high quality data sources with mined hard negatives. It can be used to train a strong retrieval model by itself but is better used after a large-scale contrastive pre-training, for example using this dataset or its curated version. This dataset has originally been created to follow the nv-retrieve setup, that mines the closest negatives to the query in a dataset and filter false negatives if their bi-encoder similarity is higher than a… See the full description on the dataset page: huggingface.co/datasets/lightonai/embeddings-fine-tuning.