Theoretical Bottlenecks for Scaling LLM Inference to Get Higher Token per Second(twitter.com)

2 pointsby arjmandi14 gün önce1 comments

Theoretical Bottlenecks for Scaling LLM Inference to Get Higher Token per Second

https://twitter.com/freddie_spirit/status/2072610863664501129

1 comments

arjmandi14 gün önce

LLM inference performance is governed by three competing bottlenecks: compute time, memory bandwidth, and communication latency. In this post, we've covered what allows full hardware utilization and key constraints.