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docs: Add interactive Google Colab tutorial and quickstart notebook #2

Description

@umran666

Description

To make it effortless for researchers and developers to test UniqToken without local installation, we need a clean, interactive Google Colab notebook.

Scope of Work

Create a new notebook at notebooks/quickstart.ipynb demonstrating:

  1. Installing UniqToken and building the Rust native core.
  2. Training a custom Unigram tokenizer on a sample multilingual dataset.
  3. Visualizing token compression (Bytes/Token) vs standard Tiktoken.
  4. Exporting the trained model directly to Hugging Face tokenizer.json.

Getting Started

  • Folder: notebooks/
  • Add an "Open in Colab" badge to README.md.

Activity

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