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Visualize Google Gemini, Gemma, and Vertex AI embedding models tokenization

With this application, you can better understand how large language models tokenize your text.

Enter your text, select a model, and see how it is tokenized!

Models currently supported

Large Language Models

  • gemini (Gemini and Gemma use the same tokenizer and share the same vocabulary)

Embedding models

  • text-embedding
  • text-multilingual-embedding
  • textembedding-gecko
  • textembedding-gecko-multilingual
  • text-bison
  • text-unicorn
  • chat-bison
  • code-gecko
  • code-bison
  • codechat-bison

Try it out!

You can try this application online.