menu
techminis

A naukri.com initiative

google-web-stories
Home

>

Facebook News

>

Meta’s Ful...
source image

Fb

2w

read

188

img
dot

Image Credit: Fb

Meta’s Full-stack HHVM optimizations for GenAI

  • Meta has launched new products using generative AI (GenAI) and optimized their infrastructure accordingly for better performance.
  • By splitting GenAI inference traffic into a dedicated WWW tenant, they achieved a 30% latency improvement.
  • The Web Foundation team at Meta ensures the monolithic web tier infrastructure is efficient.
  • They limit request runtimes to 30 seconds to balance resources and prevent unavailability due to long-running requests.
  • Traditional webservers at Meta are optimized for front-end requests with low latencies.
  • GenAI products like LLMs require longer processing times and have different infrastructure needs.
  • Web Foundation optimized runtime limits, thread-pool sizing, JIT cache, request warm-up, and shadow traffic for GenAI.
  • Increasing runtime limits for GenAI requests and customizing configurations improved efficiency.
  • Optimizations like thread-pool sizing and JIT caching enhanced performance for GenAI workloads.
  • Meta's focus on real-time configuration and infrastructure adjustments showcases their commitment to optimizing GenAI capabilities.

Read Full Article

like

9 Likes

For uninterrupted reading, download the app