Efficient Large Language Model Pretraining and Inference with Unlimited Context Length

MEGALODON, an improved neural architecture for efficient sequence modeling, achieves better efficiency than Transformer in large-scale language modeling by introducing multiple technical components to enhance its capability and stability.