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cpldcpu 7 hours ago

Is this architecture actually able to generalize or is it mostly based on memorization? Have you tried some basic tasks that require generalization? e.g. number addition etc?

volotat 7 hours ago | parent [-]

The model is way too small and undertrained to make any generalization claims. I want to wait until it reads the whole corpus I gave and then test it on some simple established benchmarks to see how it will behave.

jacquesm 7 hours ago | parent | next [-]

What kind of hardware are you using for training?

nm, I found it:

> RTX 3070 Laptop GPU with 8 GB

Super impressive.

dinfinity 4 hours ago | parent | prev [-]

Seems a bit premature to make an HN post about then, imho.

It's an interesting idea, but it doesn't really do anything interesting yet. I looked at the output in the training run and it is a far, far cry from intelligence. Worse than GPT-2 as it stands.

I do hope it will perform well when scaled and trained, though; best of luck.