perf: add benchmarks

[jon-chuang]

#4 mentions doing benchmarking. We should add some microbenchmarks to show the words per second v.s. llama.cpp. In fact, we should use a similar benchmarking methodology to llama.cpp to get an apples to apples comparison.

[abrar-uddin]

any updates on this?