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Help with Embeddings: early impressions
#1
Thought I'd post a small recipe because a lot of threads ask similar things.

This isn't revolutionary, but the combination of Ollama and 7900 XTX felt surprisingly usable once I tuned around structured output.

If someone wants the exact settings I can clean them up and post them.
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#2
That matches what I was seeing. I ended up in about the same place using vLLM. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.
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#3
Quote:That matches what I was seeing. I ended up in about the same place using vLLM. I got better results once I stopped chasing one metric and just looked

Good point. 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.
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#4
I'd approach it in a boring order. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at MoE serving. Not glamorous advice, but repeatable baselines save a lot of time.
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#5
Can you fill in a bit more context? Is this local-only or are you routing anything externally?
learning in public
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#6
Did a small comparison this afternoon. The issue went away once I changed one setting and restarted the stack cleanly. I expected the model choice to matter more than it did.
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#7
What worked for me was pretty simple. If you're on LM Studio, I'd confirm the version first and then reduce variables until the behavior is obvious.
still benchmarking everything
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#8
Appreciate the detail. I ended up in about the same place using Ollama. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing.
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#9
that fixed it for me too.
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#10
Quote:that fixed it for me too.

Interesting, I hadn't tried that. I don't think your conclusion is far off.
still benchmarking everything
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