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Thought I'd post a small recipe because a lot of threads ask similar things.
Maybe useful as a starting point: MLX on 5090, keeping long context in mind from the start.
If someone wants the exact settings I can clean them up and post them.
For context, I'm not chasing leaderboard numbers. I mostly want the system to feel consistent day to day.
small models can still be useful
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I think the bottleneck is somewhere else. I get why that seems right, but on mini PC the bottleneck felt elsewhere. Could be a workload difference, but I wouldn't generalize too fast from one setup.
small models can still be useful
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Did a small comparison this afternoon. I couldn't reproduce the slowdown until I pushed context much higher. I expected the model choice to matter more than it did.
learning in public
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I think the bottleneck is somewhere else. I get why that seems right, but on A6000 the bottleneck felt elsewhere. Could be a workload difference, but I wouldn't generalize too fast from one setup.
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I hit almost the same issue last night.
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Thanks, that helps. I don't think your conclusion is far off. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing.
There are a few different conversations hiding inside this thread, so being explicit about the goal helps.
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Interesting, I hadn't tried that. That matches what I saw on mini PC. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing.
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I'd approach it in a boring order. If you're on Ollama, I'd confirm the version first and then reduce variables until the behavior is obvious.
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Can you fill in a bit more context? Is this local-only or are you routing anything externally?
small models can still be useful
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Thanks, that helps. I don't think your conclusion is far off.