Add examples

examples/README.md

@@ -0,0 +1,9 @@
+# Example Configurations
+
+Learning by example is best.
+
+Here in the `examples/` folder are llama-swap configurations that can be used on your local LLM server.
+
+## List
+
+* [Speculative Decoding](speculative-decoding/README.md) - using a small draft model can increase inference speeds from 20% to 40%. This example includes a configurations Qwen2.5-Coder-32B (2.5x increase) and Llama-3.1-70B (1.4x increase) in the best cases.

examples/speculative-decoding/README.md

@@ -0,0 +1,3 @@
+# Qwen 2.5 Coder with a Draft Model
+
+Using a small draft model like qwen-2.5-coder-0.5B can have a big impact on the performance of the larger 32 billion parameter model.