Machine Learning

1 readers

1 users here now

Community Rules:

Be nice. No offensive behavior, insults or attacks: we encourage a diverse community in which members feel safe and have a voice.
Make your post clear and comprehensive: posts that lack insight or effort will be removed. (ex: questions which are easily googled)
Beginner or career related questions go elsewhere. This community is focused in discussion of research and new projects that advance the state-of-the-art.
Limit self-promotion. Comments and posts should be first and foremost about topics of interest to ML observers and practitioners. Limited self-promotion is tolerated, but the sub is not here as merely a source for free advertisement. Such posts will be removed at the discretion of the mods.

founded 1 year ago

MODERATORS

communick@academy.garden

[D] Massive amount of RAM needed to run a model. (alien.top)

submitted 11 months ago by theonewhoask11@alien.top to c/machinelearning@academy.garden

11 comments fedilink hide all child comments

I have a good PC, but the problem is with my RAM. The model is LLM, which makes the memory requirement understandable, but I can't afford to get that much RAM right now so I'm looking for a roundabout. Any help?

you are viewing a single comment's thread
view the rest of the comments

[–] MachineZer0@alien.top 1 points 11 months ago

You can pick up an old Xeon based server preconfigured with 512gb-1tb RAM for $350-1000. RAM will be slower 1033-2400 speed. AVX should be there by default, AVX2/AVX-512 even better. AVX2 on E5-2600 v3 series. The setup won’t rival an eight way SXM4 A100, but you can load some big models with slow responses.