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A jacked up PC can do really well and there is much fun to be had there.

...but you'd struggle to get close to even GPT 3.5 let alone 4 for generic tasks.

For custom tunes...yeah sure custom rolls will beat generic openAI. But that's a bit like pitting customed tuned cars against street legal manufacturer cars. It's an apple to oranges comparison



> ...but you'd struggle to get close to even GPT 3.5 let alone 4 for generic tasks.

But tasks are only generic in the aggregate, and with local models you can hand-off between different models for different tasks.


If it takes ~150k / year on AWS to fine tune, I'd assume ~50k onprem based on experience with cloud pricing.




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