this post was submitted on 03 Jul 2023
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Natural Language Programming | Prompting (chatGPT)

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Is there some resource to benchmark LLM performance on a hardware (lemmy.world)
submitted 1 year ago by [email protected] to c/[email protected]
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As the title suggests, basically i have a few LLM models and wanted to see how they perform with different hardware (Cpus only instances, gpus - t4, v100, a100). Ideally it's to get an idea on the performance and overall price(vm hourly rate/ efficiency)

Currently I've written a script to calculate ms per token, ram usage(memory profiler), total time taken.

Wanted to check if there are better methods or tools. Thanks!

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