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.