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facebookresearch/FBTT-Embedding

This is a Tensor Train based compression library to compress sparse embedding tables used in large-scale machine learning models such as recommendation and natural language processing. We showed this library can reduce the total model size by up to 100x in Facebook’s open sourced DLRM model while a…

Archived: this repository is read-only

Owner
facebookresearch (organization)
Stars
Stars: 193
Forks
Forks: 27
Language
Cuda
License
MIT
Created
2020
Tier
Prototype (100 to 249 ★) What this tier means
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