diff --git a/docs/my-website/docs/tutorials/ab_test_llms.md b/docs/my-website/docs/tutorials/ab_test_llms.md
index f961795ff..f274fc522 100644
--- a/docs/my-website/docs/tutorials/ab_test_llms.md
+++ b/docs/my-website/docs/tutorials/ab_test_llms.md
@@ -52,35 +52,6 @@ git clone https://github.com/BerriAI/litellm/
 cd litellm/cookbook/llm-ab-test-server
 ```
 
-### Define LLMs with their A/B test ratios
-In main.py set select the LLMs you want to AB test in `llm_dict` (and remember to set their API keys in the .env)!
-
-We support 5+ providers and 100+ LLMs: https://docs.litellm.ai/docs/completion/supported
-
-```python
-llm_dict = {
-    "gpt-4": 0.2,
-    "together_ai/togethercomputer/llama-2-70b-chat": 0.4,
-    "claude-2": 0.2,
-    "claude-1.2": 0.2
-}
-```
-
-All models defined can be called with the same Input/Output format using litellm `completion`
-```python
-from litellm import completion
-# SET API KEYS in .env - https://docs.litellm.ai/docs/completion/supported
-os.environ["OPENAI_API_KEY"] = ""
-os.environ["TOGETHERAI_API_KEY"] = ""
-os.environ["ANTHROPIC_API_KEY"] = "" 
-
-# openai call
-response = completion(model="gpt-3.5-turbo", messages=messages)
-# cohere call
-response = completion(model="together_ai/togethercomputer/llama-2-70b-chat", messages=messages)
-# anthropic
-response = completion(model="claude-2", messages=messages)
-```
 
 ### Run the Server 
 ```