# How Specializing the Vocabulary of SLMs Can Cut Inference Cost by 77% in Real Applications

**Published:** October 21, 2026
**Author:** Hugging Face - Blog
**Source:** Hugging Face Blog
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/how-specializing-the-vocabulary-of-slms-can-cut-inference-cost-by-77-in

A Blog post by Dharma-AI on Hugging Face

> From the original source: **Hugging Face Blog**
> [Read full article at Hugging Face Blog](https://huggingface.co/blog/Dharma-AI/vocabx-vocabulary-specialization)

**Tags:** #arXiv #Hugging Face #GPU & Суперкомпьютеры #Meta AI

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