Update README.md

README.md

@@ -13,4 +13,4 @@ AWQ of the DeepSeek V3 chat model.
 
 This quant modified some of the model code to fix the overflow issue when using float16.
 
-Tested on vLLM with 8x H100, inference speed 5 tokens/s with batch size 1 and short prompts.
+Tested on vLLM with 8x H100, inference speed 5 tokens per second with batch size 1 and short prompt, 12 tokens per second when using `moe_wna16` kernel.