diff --git a/docs/llms.md b/docs/llms.md
index e1e40fddf..e8c46e613 100644
--- a/docs/llms.md
+++ b/docs/llms.md
@@ -97,7 +97,7 @@ aider --model groq/llama3-70b-8192
 ## Cohere
 
 Cohere offers *free* API access to their models.
-Their Command-R+ works well with aider
+Their Command-R+ model works well with aider
 as a *very basic* coding assistant.
 
 To use **Command-R+**:
@@ -118,10 +118,6 @@ export AZURE_API_BASE=https://example-endpoint.openai.azure.com
 aider --model azure/<your_deployment_name>
 ```
 
-See the
-[official Azure documentation on using OpenAI models](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/chatgpt-quickstart?tabs=command-line&pivots=programming-language-python)
-for more information on how to populate the above configuration values.
-
 ## OpenAI compatible APIs
 
 If your LLM is accessible via an OpenAI compatible API endpoint,