Re:Transformer Models: An Introduction and Catalog
by uniqueuid on Friday July 22, 2022 @02:51AM
(#32189278)
What I hoped for was a list of RAM requirements. Models are often presented as if it's irrelevant how many 80GB A100s you need. But in reality, trying out even inference often has a hard threshold based on the hardware you have at hand. And that hardware still is predominantly <= 24GB (3090 TI, A5000, A30).
Does anybody know of such a list? I.e. models with their respective minimum RAM requirements?
Re:Transformer Models: An Introduction and Catalog
by robennals on Saturday July 23, 2022 @02:00AM
(#32200788)
This is a great quick reference.
Not enough to actually teach you what all these models do (that would be impossible), but I expect this will be great for times when I see a reference to a model I used to sort of understand and want a quick way to remember what it did.
Does anybody know of such a list? I.e. models with their respective minimum RAM requirements?
Most up-to-date:
https://lifearchitect.ai/models/
https://lifearchitect.ai/timeline/
Not enough to actually teach you what all these models do (that would be impossible), but I expect this will be great for times when I see a reference to a model I used to sort of understand and want a quick way to remember what it did.
Bookmarked.