Timothee Lacroix
@tlacroix6
PhD student at Facebook AI Research Paris. Interested in link prediction in various settings and at various scales.
ID:1113457175198875649
03-04-2019 15:04:12
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PyTorch BigGraph: a distributed system for learning large graph embeddings
- up to billions of entities and trillions of edges
- Sharding and Negative Sampling
- WikiData embeddings (78 mil entities, 4131 relations)
- Blog: ai.facebook.com/blog/open-sour…
- Code: github.com/facebookresear…
Timothee Lacroix implemented Python API for our library fastBPE: github.com/glample/fastBPE It is faster than sentencepiece, and follows the same algorithm as the original Python implementation of Rico Sennrich fastBPE can easily work on 200GB of text. Check it out!