few-shot when you actually need it: setup advice

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few-shot when you actually need it: setup advice

quiettoken Offline

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Posts: 142
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Joined: Sep 2026
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10-18-2026, 10:25 AM

That matches what I was seeing. I don't think your conclusion is far off. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.

small models can still be useful

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few-shot when you actually need it: setup advice - by mintstation99 - 10-17-2026, 06:48 PM

Re: few-shot when you actually need it: setup advice - by northgarden37 - 10-17-2026, 08:00 PM

Re: few-shot when you actually need it: setup advice - by marbleyard32 - 10-19-2026, 02:06 AM

Re: few-shot when you actually need it: setup advice - by mlxgarden - 10-18-2026, 08:44 AM

Re: few-shot when you actually need it: setup advice - by audiopoint18 - 10-18-2026, 09:39 AM

Re: few-shot when you actually need it: setup advice - by quiettoken - 10-18-2026, 10:25 AM

Re: few-shot when you actually need it: setup advice - by mlxgarden - 10-18-2026, 09:07 PM

Re: few-shot when you actually need it: setup advice - by northgarden37 - 10-18-2026, 11:34 PM

Re: few-shot when you actually need it: setup advice - by mlxgarden - 10-19-2026, 02:01 AM

Re: few-shot when you actually need it: setup advice - by quiettoken - 10-19-2026, 02:54 AM

Re: few-shot when you actually need it: setup advice - by mintstation99 - 10-19-2026, 03:46 AM

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