Merge pull request mistralai#165 from mistralai/patrickvonplaten-patch-1

Update README.md

README.md

@@ -48,7 +48,7 @@ Note:
 - **Important**:
   - `mixtral-8x22B-Instruct-v0.3.tar` is exactly the same as [Mixtral-8x22B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x22B-Instruct-v0.1), only stored in `.safetensors` format
   - `mixtral-8x22B-v0.3.tar` is the same as [Mixtral-8x22B-v0.1](https://huggingface.co/mistralai/Mixtral-8x22B-v0.1), but has an extended vocabulary of 32768 tokens.
-  - `codestral-22B-v0.1.tar` has a custom non-commercial license, called [Mistral AI Non-Production (MNPL) License](https://mistral.ai/licences/MNPL-0.1.md)
+  - `codestral-22B-v0.1.tar` has a custom non-commercial license, called [Mistral AI Non-Production (MNPL) License](https://mistral.ai/licenses/MNPL-0.1.md)
 - All of the listed models above supports function calling. For example, Mistral 7B Base/Instruct v3 is a minor update to Mistral 7B Base/Instruct v2,  with the addition of function calling capabilities. 
 - The "coming soon" models will include function calling as well. 
 - You can download the previous versions of our models from our [docs](https://docs.mistral.ai/getting-started/open_weight_models/#downloading).
@@ -120,7 +120,7 @@ torchrun --nproc-per-node 2 --no-python mistral-chat $M8x7B_DIR --instruct
 
 - **Chat as Code Assistant**
 
-To use [Codestral] as a coding assistant you can run the following command using `mistral-chat`.
+To use [Codestral](https://mistral.ai/news/codestral/) as a coding assistant you can run the following command using `mistral-chat`.
 Make sure `$M22B_CODESTRAL` is set to a valid path to the downloaded codestral folder, e.g. `$HOME/mistral_models/Codestral-22B-v0.1`
 
 ```sh