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.