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Meta Galactica

Open jqueguiner opened this issue 2 years ago • 8 comments

Would it be interesting to add https://galactica.org/explore/ to the chat engine ?

jqueguiner avatar Jan 01 '23 18:01 jqueguiner

that would definitely be interesting. Seeing how chatGPT is based on a code model, using a science model that can also code could be cool. Not like it depends on me at all, I'm just a casual contributor sharing my opinion

GravermanDev avatar Jan 01 '23 19:01 GravermanDev

i think the success of using code models come from its vast experience with logical reasoning

gee842 avatar Jan 01 '23 20:01 gee842

If anyone is interested, here is a Colab notebook that reads in Galactica. It can just fit on a free tier GPU notebook but it burns through credits pretty quickly. What's a good way to add this to version control?

https://colab.research.google.com/drive/1R6WSKM21G4SeN4PKQ9xJF-b9yno7mxxP?usp=sharing

smytjf11 avatar Jan 01 '23 21:01 smytjf11

If anyone is interested, here is a Colab notebook that reads in Galactica. It can just fit on a free tier GPU notebook but it burns through credits pretty quickly. What's a good way to add this to version control?

https://colab.research.google.com/drive/1R6WSKM21G4SeN4PKQ9xJF-b9yno7mxxP?usp=sharing

In general, notebooks go into notebooks/ with an accompanying markdown file briefly describing the notebook. I think in this particular case, it might not be necessary to create one, since it's just loading a model from the hub, which is fairly standard (correct me if I'm wrong).

yk avatar Jan 01 '23 21:01 yk

In general, galactica could be quite promising as a base, but we'd need to sort out the license situation.

yk avatar Jan 01 '23 21:01 yk

as I said on discord, unless they change their mind or give us special treatment (which is both unlikely) I don't think it can be used as a base. Would be happy to be corrected by someone with better understanding of license stuff

GravermanDev avatar Jan 01 '23 22:01 GravermanDev

No worries, we had been looking to see which ones could easily run on the free tier notebooks. Galactica was the only one that is readily available in 8-bit and will fit.

I'll poke around for something else!

smytjf11 avatar Jan 01 '23 23:01 smytjf11

I can see the model on hugging face: https://huggingface.co/OpenAssistant/galactica-6.7b-finetuned

Can we have the details of how Galactica-6.7b base model has been fine-tunned?

Demo code which is present on the model card page is not working. Is there anything that I'm missing.

See the community issues on hugging face. Facing the similar issues. Issue-1, Issue-2

jalajthanaki avatar Apr 19 '23 05:04 jalajthanaki