add local inference engine

local_inference_engine/test.sh

@@ -0,0 +1,17 @@
+#!/usr/bin/env bash
+
+PROMPT='Who was the 16th president'
+
+
+# will pull gemma-3-1b-it and run the prompt
+cargo run -- --prompt "${PROMPT}"
+
+#avx: false, neon: true, simd128: false, f16c: false
+ #temp: 0.00 repeat-penalty: 1.10 repeat-last-n: 64
+ #retrieved the files in 1.388209ms
+ #loaded the model in 321.509333ms
+ # user
+ #Who was the 16th president
+ # model
+ #The 16th President of the United States was **Abraham Lincoln**. He served from March 4, 1861, to March 4, 1865.
+ #40 tokens generated (31.85 token/s)