floret-torch
github.com/fazel94/floret-torch- Category
- AI Tools
- Rank
- No. 2622Tools index
- Pricing
- Open Source
- Type
- TOOL
- GitHub
- 6 stars
- Date
About
A PyTorch library that trains floret word vectors (fastText with a Bloom-style subword table) on a GPU and exports spaCy-compatible .floret and .vec files. Training is mostly gather and scatter over large tables, which is limited by memory bandwidth, so a GPU shortens training time; the README claims about 20x faster than CPU floret on a 4-core laptop at the same quality.
Tags
embeddingsfasttextfloretpytorchspacyword-vectors
Tech Stack
Python
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