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--- |
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title: BPE Language Tokenization |
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emoji: 👀 |
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colorFrom: gray |
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colorTo: indigo |
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sdk: gradio |
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sdk_version: 4.37.1 |
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app_file: app.py |
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pinned: false |
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license: mit |
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--- |
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# S20-Tokenizer |
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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. |
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## Table of Contents |
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- [Overview](#overview) |
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- [Features](#features) |
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## Overview |
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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. |
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## Features |
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- **Interactive Interface**: User-friendly web interface to input text and see tokenization results. |
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- **BPE Tokenization**: Demonstrates the Byte Pair Encoding algorithm for subword tokenization. |
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- **Visualization**: Real-time visualization of the tokenization process. |
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the UI interface will look like : |
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the tokenization compression ratio looked like : |
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |
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