Giant language fashions (LLMs) like GPT-4, LLaMA, and PaLM are pushing the boundaries of what is attainable with pure language processing. Nonetheless, deploying these huge fashions to manufacturing environments presents vital challenges when it comes to computational necessities, reminiscence utilization, latency, and value. As LLMs proceed to develop bigger and extra succesful, optimizing their inference