32k context window so whatever fits in there. What is a finetune of mac system settings?

megaman821 6 days ago | parent | next [-]

The finetune would be an LLM where you say something like "my colors on the screen look to dark" and then it points you to Displays -> Brightness. It feels like a relatively constrained problem like finding the system setting that solves your problem is a good fit for a tiny LLM.

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canyon289 6 days ago | parent [-]

This would be a great experiment. I'm not sure how the OS integration would work, but as a first pass you could try finetuning the model to take natural language "my colors on the screen look to dark" and then have it output "Displays -> Brightness", then expand to the various other paths you would like the model to understand

	▲	gunalx 6 days ago \| parent [-]
		Maybe using a larger model to generate synthetic data of question path Combos, and also to rephrase and generate similar type questions for a more varier training set.

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hadlock 6 days ago | parent | prev [-]

It seems to dip into repeating itself pretty quickly on any task of actual complexity.