diff --git a/docs/my-website/docs/tutorials/lm_evaluation_harness.md b/docs/my-website/docs/tutorials/lm_evaluation_harness.md
index a66a474fdd..1e4faceefa 100644
--- a/docs/my-website/docs/tutorials/lm_evaluation_harness.md
+++ b/docs/my-website/docs/tutorials/lm_evaluation_harness.md
@@ -2,7 +2,7 @@
 
 Evaluate LLMs 20x faster with TGI via litellm proxy's `/completions` endpoint. 
 
-This tutorial assumes you're using [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness)
+This tutorial assumes you're using the `big-refactor` branch of [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness/tree/big-refactor)
 
 **Step 1: Start the local proxy**
 ```shell
@@ -19,8 +19,9 @@ $ export OPENAI_API_BASE="http://0.0.0.0:8000"
 **Step 3: Run LM-Eval-Harness**
 
 ```shell
-$ python3 main.py \
-  --model gpt3 \
-  --model_args engine=huggingface/bigcode/starcoder \
-  --tasks hellaswag
+python3 -m lm_eval \
+  --model openai-completions \
+  --model_args engine=davinci \
+  --task crows_pairs_english_age
+
 ```
\ No newline at end of file