Dev Tools · 1h ago
GigaToken Speeds Up LLM Tokenization by 1000x
GigaToken is a new tokenizer that claims to be up to 1000x faster than existing methods for large language models. It achieves this by using a novel algorithm that processes tokens in parallel. The project is open-source and available on GitHub.
Meridian48 take
While impressive, the real-world impact depends on integration with popular frameworks and whether the speed gains hold across diverse model architectures.
tokenizationllm