Help with Embeddings

[papermixer4]

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 4090 felt surprisingly usable once I tuned around long context.

Maybe useful as a starting point for newer folks.

[vramscope]

What exact setup are you running? Are you testing this on B200 or something else?

[rasterhall]

I'd start with the simpler stack.

[ggufwire22]

What worked for me was pretty simple. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at tail latency. Once you know the plain path works, then add the faster path back in piece by piece.

[lablab]

What worked for me was pretty simple. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at quant drift. Once you know the plain path works, then add the faster path back in piece by piece.

[edgecoast]

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.

[vectorshed43]

Thanks, that helps. I ended up in about the same place using TensorRT-LLM. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing.