Mozilla's Llamafile 0.8.2 Scores Big With New AVX2 Performance Optimizations (www.phoronix.com)

submitted 6 months ago by ylai@lemmy.ml to c/localllama@sh.itjust.works

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[-] istanbullu@lemmy.ml 1 points 5 months ago

is llamafile better than ollama/llama.cpp ?

[-] xcjs@programming.dev 2 points 4 months ago

It's just a different use case to create a single-file large language model engine that automatically chooses the "best" parameters to run under. It uses llama.cpp under the hood.

The intent is to make it as easy as double clicking a binary to get up and running.

[-] xcjs@programming.dev 1 points 4 months ago* (last edited 4 months ago)

I just wanted to update this to mention that there are a lot of custom low level performance improvements for CPU based inferencing in Llamafile: https://justine.lol/matmul/

this post was submitted on 10 May 2024

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