diff --git a/README.md b/README.md
index 5abc91d..7597de5 100644
--- a/README.md
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@@ -25,9 +25,9 @@ LINE 3,
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 ```
 
-Where the lines are randomly sampled from a collection of lines from Shakespeare sonnets. Tokens are counted using the `LlamaTokenizer` regardless of which LLM API is being tested. This is to ensure that the prompts are consistent across different LLM APIs.
+Where the lines are randomly sampled from a collection of lines from Shakespeare sonnets which can be found in `src/llmperf/sonnet.txt`. Tokens are counted using the `LlamaTokenizer` regardless of which LLM API is being tested. This is to ensure that the prompts are consistent across different LLM APIs.
 
-To run the most basic load test you can the token_benchmark_ray script.
+To run the most basic load test you can use the `token_benchmark_ray.py` script.
 
 
 ### Caveats and Disclaimers