42x faster prompt lookup drafting in llama.cpp

Four changes to the n-gram caches of llama.cpp make drafting up to 41.6x faster, load the static cache up to 23.5x faster, and lower peak memory up to 2.65x.
76 points by pptadversary 25 days ago jadidbourbaki.github.io 12 comments

Summary

Recent updates to llama.cpp significantly enhance performance, achieving up to 41.6 times faster prompt lookup drafting and dramatically improving cache loading speeds. These optimizations also reduce peak memory usage, making the tool more efficient for developers.

Comments (12 of ) ⌛

Loading more comments... ⌛
Scroll down to load more comments
No comments available.
Type to search HN and engineering blog articles
Press Escape to close  |  ↑↓ to navigate  |  Enter to open