Neural networks like Open Assistant typically runs in parrallel, this makes GPU more suitable because it has more core than a cpu, therefore, can execute more tasks at once. Acknowledging this, you would only need the GPU to be more powerfull, and the CPU would not have a specific requirement except being able to run your particular operating system.
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