Make your llama generation time fly with AWS Inferentia2

AWS announced the availability of Inferentia2, a custom chip designed to accelerate machine learning inference, particularly for large language models (LLMs) like LLaMA. The chip supports models with up to 175 billion parameters and is optimized for TensorFlow and PyTorch, achieving up to 2.5 times faster inference compared to its predecessor. This advancement is significant for practitioners as it enables lower latency and higher throughput for deploying LLMs in production environments.