Llama Token Counter & Calculator: Free Llama Tokenizer

Meta Llama token counter and tokenizer tool. Approximate token counting for Llama models using advanced estimation.

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🤗 Hugging Face Community Tokenizer

  • Local processing - No API calls required
  • Community tokenizers - Maintained by the open source community
  • Token breakdown - Full tokenization details available
  • Hub model: unsloth/Llama-3.3-70B-Instruct
  • First load may take time to download the tokenizer

Tokenizer Types:

  • OpenAI models - Native js-tiktoken (most accurate)
  • 🤗 models - Hugging Face community tokenizers (very good approximation)
  • ⚠️ models - GPT-4 tokenizer estimation
  • Community tokenizers are reverse-engineered but quite accurate
  • All tokenizers now run locally in your browser!

Optimization Tips for Meta Llama

Token Efficiency: Use precise, concise prompts to minimize token usage and costs.

Model Selection: Choose the right Meta model for your specific use case and budget.

Batch Processing: Combine multiple requests when possible to reduce API overhead.

Context Management: Monitor conversation length to stay within model limits.

Cost Planning: Use this counter to estimate costs before implementing in production.