Researchers propose EvaByte, an open-source 6.5B tokenizer-free language model powered by EVA.EvaByte uses a byte-level processing strategy, eliminating the need for tokenization.The model achieves competitive results with smaller datasets and faster decoding speeds.EvaByte is suitable for multilingual and multimodal tasks, improving reliability and efficiency.