# tokenizers v1: encode, decode and scaling, measured

**Published:** September 21, 2026
**Author:** Hugging Face - Blog
**Source:** Hugging Face Blog
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/tokenizers-v1-encode-decode-and-scaling-measured

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

> From the original source: **Hugging Face Blog**
> [Read full article at Hugging Face Blog](https://huggingface.co/blog/tokenizers-v1)

**Tags:** #Nvidia #GPU & Суперкомпьютеры #Meta AI #DeepSeek

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