Tag: long-range dependencies
Why Transformers Replaced RNNs in Large Language Models
Transformers replaced RNNs because they process language faster and understand long-range connections better. With parallel computation and self-attention, models like GPT-4 and Llama 3 now handle entire documents in seconds.
