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Perhaps I should just google it, but I'm under the impression that ollama uses llama.cpp internally, not the other way around.

Thanks for that data point I should experiment with ROCm

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I meant ollama uses llama.cpp internally. Sorry for the confusion.
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From what I understand, ROCm is a lot buggier and has some performance regressions on a lot of GPUs in the 7.x series. Vulkan performance for LLMs is apparently not far behind ROCm and is far more stable and predictable at this time.
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