push BPE

README.md

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 license: mit
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+
+# S20-Tokenizer
+
+This repository contains a Hugging Face Space implementation of a tokenizer using Byte Pair Encoding (BPE). The tokenizer is designed to preprocess text data for natural language processing tasks, making it more manageable by breaking down words into subword units.
+
+## Table of Contents
+- [Overview](#overview)
+- [Features](#features)
+
+## Overview
+The S20-Tokenizer Space provides an interactive interface to demonstrate the BPE tokenization process. It allows users to input text and observe how BPE tokenizes the text into subwords.
+
+## Features
+- **Interactive Interface**: User-friendly web interface to input text and see tokenization results.
+- **BPE Tokenization**: Demonstrates the Byte Pair Encoding algorithm for subword tokenization.
+- **Visualization**: Real-time visualization of the tokenization process.
+
+the UI interface will look like :
+
+![tokenizer](App screenshot.png)
+
+the tokenization compression ratio looked like :
+![training](Training Screenshot.png)
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference