Topic

Model serving costs

The practical economics of running trained models in production, including memory footprint, decoding speed, caching and throughput.

Current clusters

build1 publisher

ShadowPEFT reaches PEFT's main branch as an adapter that keeps its own hidden state

ShadowPEFT is in Hugging Face PEFT's main branch as of a September 15th announcement, and it carries its own hidden state and can be detached as a smaller standalone model. Trying it means installing PEFT from source.

Publishers:runtimewire.com

Reality

Evidence58
Adoption20
Hype gap+10
Incentives65
Confidence57