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Generalized Tree-of-Thought Capability in SynthIA Models (alien.top)

submitted 11 months ago by migtissera@alien.top to c/localllama@poweruser.forum

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Here's how I managed to bootstrap generalized Tree-of-Thought capability in my AIs.

This was the secret sauce to SynthIA.

Generate your dataset with this, plus the Orca system prompts.

Open Source FTW. LFG!

https://preview.redd.it/45uyzynlen0c1.png?width=1744&format=png&auto=webp&s=694e69603c0656efbbea9a9e8b18d02a10c8633e

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[–] YourTechBud@alien.top 1 points 11 months ago

This seems really exciting. I'm kinda new to this, so sorry for asking such a noob question.

Is this a system message for the synthia model or Is this prompt for GPT4 to generate the dataset? If so, how do you generate a "generalized" dataset. Is it by passing different user prompts? If so, how do you decide what user prompts you should provide.

And is it right that you want to use that dataset to fine tune the model? So you could have a dataset in a particular domain to improve the resulting models reasoning capability in domain?