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Ask HN: I want to train a LM on my home country's dialect, how can I do it?

I'm from Algeria. The language spoken on a daily basis by almost everybody is a weird mix of different languages : french, arabic, english..etc.

I was thinking of grabbing data from tweets to fine-tune the model. I may be able to figure out other sources, but it's not gonna be much better than that. Just short-form text for the most part.

I was thinking of potentially leveraging the smaller models I came across recently (nanoGPT for example) or something similar.

I'm tech-savvy enough to make this work but I'd like some feedback from people more knowledgeable than me before I spend time and effort into this.

Thanks!

24 points the_generalist 3 years ago 12 comments

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