aukejw

10 ms·

1. 1.▲
   by aukejw 1y ago

   I'm also trusting `get_peak_memory` + some small buffer for now. Still, it reports accurate peak memory usage for tensors living on GPU, but seems to miss some of the non-Metal overhead, however small ( https://github.com&#x2
2. 2.▲
   by aukejw 1y ago

   How do you determine peak memory usage? Just look at activity monitor? I've yet to find a good overview of how much memory each model needs for different context lengths (other than back of the envelope #weights * bits). LM Studio warn
3. 3.▲
   by aukejw 1y ago

   There are plenty of smaller (quantized) models that fit well on your machine! On a M4 with 24GB it’s already possible to comfortably run 8B quantized models. Im benchmarking runtime and memory usage for a few of them: https://auk