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ashirviskas 2 days ago

> I've tried other very small models that run on CPU only and had better results

Maybe you can you share some comparative examples?

nopelynopington 2 days ago | parent [-]

sure, here's my conversation with BitNet b1.58 2B4T

https://pastebin.com/ZZ1tADvp

here's the same prompt given to smollm2:135m

https://pastebin.com/SZCL5WkC

The quality of the second results are not fantastic. The data isn't public, and it repeats itself mentioning income a few times. I don't think I would use either of these models for accurate data but I was surprised at the truncated results from bitnet

Smollm2:360M returned better quality results, no repetition, but it did suggest things which didn't fit the brief exactly (public data given location only)

https://pastebin.com/PRFqnqVF

Edit:

I tried the same query on the live demo site and got much better results. Maybe something went wrong on my end?

sroussey 2 days ago | parent [-]

You were using bitnet.cpp?

nopelynopington 2 days ago | parent [-]

Yes