LIMIT-small-dense is a self-produced dataset created for the reproduction of the paper On the Theoretical Limitations of Embedding-Based Retrieval.The reproduction codebase is available at
https://github.com/gabor-hosu/embedding_dimension_limit.
The dataset is derived from the name and attribute distribution of the original LIMIT dataset, while following the same underlying construction principles described in the paper.
Due to hardware constraints, the dataset… See the full description on the dataset page:
https://huggingface.co/datasets/gabor-hosu/LIMIT-small-dense.