Shubham Kushwaha

Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward

Despite the impressive performance of LLMs, their widespread adoption faces challenges due to substantial computational and memory requirements during inference. Recent advancements in model compression and system-level optimization methods aim to enhance LLM inference. This survey offers an overvie…