https://github.com/nlpodyssey/gotokenizers

Go implementation of today's most used tokenizers
https://github.com/nlpodyssey/gotokenizers

bert language-model natural-language-processing natural-language-understanding nlp transformers

Last synced: about 19 hours ago
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Go implementation of today's most used tokenizers

• Host: GitHub
• URL: https://github.com/nlpodyssey/gotokenizers
• Owner: nlpodyssey
• License: bsd-2-clause
• Created: 2020-03-14T15:36:20.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-12-12T23:29:39.000Z (almost 4 years ago)
• Last Synced: 2024-06-18T18:42:55.532Z (5 months ago)
• Topics: bert, language-model, natural-language-processing, natural-language-understanding, nlp, transformers
• Language: Go
• Homepage:
• Size: 224 KB
• Stars: 38
• Watchers: 5
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# GoTokenizers

[![Go Report Card](https://goreportcard.com/badge/github.com/nlpodyssey/gotokenizers)](https://goreportcard.com/report/github.com/nlpodyssey/gotokenizers)

[![Maintainability](https://api.codeclimate.com/v1/badges/a8aefebab14fc7739912/maintainability)](https://codeclimate.com/github/nlpodyssey/gotokenizers/maintainability)

[![BCH compliance](https://bettercodehub.com/edge/badge/nlpodyssey/gotokenizers?branch=master)](https://bettercodehub.com/)

[![codecov](https://codecov.io/gh/nlpodyssey/gotokenizers/branch/master/graph/badge.svg)](https://codecov.io/gh/nlpodyssey/gotokenizers)

GoTokenizers is a Go module implementing some of the most used

state-of-the-art natural language tokenizers.

This is a **work-in-progress** port from the original Hugging Face's

[tokenizers](https://github.com/huggingface/tokenizers), written in Rust.

The project's goal is the creation of a similar tokenization library

entirely written in Go - that is, without requiring foreign language

integrations. Without having any competitive performance ambition, we simply

aim to provide a good alternative for the Go community.

**Warning: the development is currently in its very early stage**. We are

progressively porting to Go the original Rust code, which in turn is under

active development.

We want to quickly reach a stable complete port of the library, so we are

adopting a mostly quantitative approach. That means that we are consciously

sacrificing code elegance and performance, keeping instead a stricter

parallelism between the original Rust code and the newly written Go code.

Only on a second phase, once we have a first complete library port, we expect

to focus on cleaning, refactoring, testing, and maybe even re-engineering

some components. Eventually, we will evaluate further expansions, and a

possible integration or combination with the

[spago](https://github.com/nlpodyssey/spago) library. However, as you can guess,

it's too soon to tell!

## License

GoTokenizers is licensed under the

[BSD 2-Clause "Simplified" License](https://github.com/nlpodyssey/gotokenizers/blob/master/LICENSE).

This project is strongly based on

[Hugging Face Tokenizers](https://github.com/huggingface/tokenizers),

which is licensed under the

[Apache License 2.0](https://github.com/huggingface/tokenizers/blob/master/LICENSE).