This is the Linux app named Tokenizers whose latest release can be downloaded as v0.14.1.zip. It can be run online in the free hosting provider OnWorks for workstations.
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Tokenizers
DESCRIPTION
Fast State-of-the-art tokenizers, optimized for both research and production. Tokenizers provides an implementation of today’s most used tokenizers, with a focus on performance and versatility. These tokenizers are also used in Transformers. Train new vocabularies and tokenize, using today’s most used tokenizers. Extremely fast (both training and tokenization), thanks to the Rust implementation. Takes less than 20 seconds to tokenize a GB of text on a server’s CPU. Easy to use, but also extremely versatile. Designed for both research and production. Full alignment tracking. Even with destructive normalization, it’s always possible to get the part of the original sentence that corresponds to any token. Does all the pre-processing: Truncation, Padding, add the special tokens your model needs.
Features
- Train new vocabularies and tokenize, using today’s most used tokenizers
- Extremely fast (both training and tokenization), thanks to the Rust implementation. Takes less than 20 seconds to tokenize a GB of text on a server’s CPU
- Easy to use, but also extremely versatile
- Designed for both research and production
- Full alignment tracking
- Truncation, Padding, add the special tokens your model needs
Programming Language
Rust
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/tokenizers.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
