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embeddings-fine-tuning

Type
dataset
Venue
lightonai
Year
2026
Source
huggingface
Access
free
Added
2026-07-17T20:02:04.605831+00:00
Verified
2026-07-17T20:02:04.605831+00:00

Summary

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](https://huggingface.co/datasets/lightonai/embeddings-pre-training) or its [curated version](https://huggingface.co/datasets/lightonai/mgte-en).

Keywords

hf-dataset parquet optimized-parquet text datasets dask polars mlcroissant

Research notes

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