New exponent functions that make SiLU and SoftMax 2x faster, at full accuracy

The llama.cpp server for bench-server-baseline on Standard_NC4as_T4_v3 for phi-2-q4_0 completed 543 iterations with performance-related details available on expanding. Notable metrics include HTTP request latency, prompt processing, and token generation rates. The configuration data for xyChart visualization, with customizable themes and dimensions, highlights performance trends over time for prompt tokens and predicted tokens. The data also shows the cache usage ratio during the 10-minute duration. This technical content provides detailed insights into server performance and processing metrics, catering to individuals focused on optimizing server performance.

https://github.com/ggerganov/llama.cpp/pull/7154

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