This is HUGE for LLM Efficiency 💥 End of Tokenization? 💥
AI Summary
Meta AI has introduced a groundbreaking model called BLT (Byte Latent Transformer) that redefines how large language models function by eliminating traditional tokenization. This model operates at the byte level, processing input as raw byte sequences to create dynamic patches, leading to improved efficiency and performance. BLT matches the performance of Llama 3 while using significantly less computational power (50% fewer inference flops). It showcases resilience to noise and spelling variations, offers multilingual capabilities, and can scale better than token-based models. This advancement promises a notable step towards enhancing large language model efficiency and scaling up towards AGI.