←back to thread

Llama.cpp 30B runs with only 6GB of RAM now

(github.com)
1311 points msoad | 1 comments | 31 Mar 23 20:37 UTC | HN request time: 0s | source
Show context
jart ◴[31 Mar 23 21:02 UTC] No.35393615[source]▶
Author here. For additional context, please read https://github.com/ggerganov/llama.cpp/discussions/638#discu... The loading time performance has been a huge win for usability, and folks have been having the most wonderful reactions after using this change. But we don't have a compelling enough theory yet to explain the RAM usage miracle. So please don't get too excited just yet! Yes things are getting more awesome, but like all things in science a small amount of healthy skepticism is warranted.
replies(24): >>35393868 #>>35393942 #>>35394089 #>>35394097 #>>35394107 #>>35394203 #>>35394208 #>>35394244 #>>35394259 #>>35394288 #>>35394408 #>>35394881 #>>35395091 #>>35395249 #>>35395858 #>>35395995 #>>35397318 #>>35397499 #>>35398037 #>>35398083 #>>35398427 #>>35402974 #>>35403334 #>>35468946 #
htrp ◴[31 Mar 23 22:00 UTC] No.35394244[source]▶
Just shows how inefficient some of the ML research code can be
replies(4): >>35394895 #>>35394991 #>>35395797 #>>35396415 #
1. actually_a_dog ◴[31 Mar 23 23:07 UTC] No.35394991[source]▶
As a former grad student, I can tell you, that's all research code, not just ML, or even "performance-oriented" research code.