This may be optimized quite straight forwardly in future versions. This implies a specific performance characteristic: the CUDA communication overhead constitutes a certain amount of "fixed costs".

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The software-optimized inference engine behind Simiplismart MLOps platform runs Llama3.1 8B at a peak throughput of 501 ...