Update README.md

README.md

@@ -6,7 +6,7 @@ license: cc-by-nc-4.0
 
 Build a fastest OSS vllm-based speculative decoding system for your own model, using [ArcticTraining](https://github.com/snowflakedb/ArcticTraining) and [ArcticInference](https://github.com/snowflakedb/ArcticInference)!
 
-We compare the throughput (tokens/s) of existing vllm-based speculative decoding systmes for Llama3.1-70B-Instruct on 8xH100 as below:
+We compare the throughput (tokens/s) of existing vllm-based speculative decoding systems for Llama3.1-70B-Instruct on 8xH100 as below:
 
 | method                                 | ShareGPT      | HumanEval |
 |--------------------------------------|----------------|--------------|