LocalLLaMA

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Community to discuss about LLaMA, the large language model created by Meta AI.

This is intended to be a replacement for r/LocalLLaMA on Reddit.

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Can you fine-tune on localized steering of an LLM? (lemmy.dbzer0.com)

submitted 2 days ago* (last edited 2 days ago) by [email protected] to c/[email protected]

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I want to fine tune an LLM to "steer" it in the right direction. I have plenty of training examples in which I stop the generation early and correct the output to go in the right direction, and then resume generation.

Basically, for my dataset doing 100 "steers" on a single task is much cheaper than having to correct 100 full generations completely, and I think each of these "steer" operations has value and could be used for training.

So maybe I'm looking for some kind of localized DPO. Does anyone know if something like this exists?

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[–] [email protected] 1 points 2 days ago* (last edited 1 day ago)

It's alright :)