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An awesome list of data deduplication use cases, papers, tools, and methods.

License: MIT License

awesome-data-deduplication's Introduction

Awesome Data Deduplication

An awesome list of data deduplication use cases, papers, tools, and methods.

Textual Data

Paper Dataset Name Final Dataset Size Method Name Hardware License
NA RedPajama 1.2T Tokens SimHash (partial) Apache 2.0
SlimPajama 627B Tokens MinHash + LSH Apache 2.0
Arxiv CulturaX 6.3T Tokens MinHashLSH (per language)1 600 AWS c5.24xlarge (96/192GB * 600)

Image Data

Multi-modal Data

Footnotes

  1. This uses a variant of the spark script from text-dedup ๐ŸŽ‰๏ธ; โ†ฉ

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