diff --git a/README.md b/README.md
index 24398f6dc1ec..4e80073f55fa 100644
--- a/README.md
+++ b/README.md
@@ -28,7 +28,7 @@
----
:fire: *News* :fire:
- [Nov, 2023] Example: Using [Axolotl](https://github.com/OpenAccess-AI-Collective/axolotl) to finetune Mistral 7B on the cloud (on-demand and spot): [**example**](./llm/axolotl/)
-- [Sep, 2023] [**Mistral 7B**](https://mistral.ai/news/announcing-mistral-7b/), a high-quality open LLM, was released! Deploy via SkyPilot on any cloud: [**Mistral docs**](https://docs.mistral.ai/cloud-deployment/skypilot/)
+- [Sep, 2023] [**Mistral 7B**](https://mistral.ai/news/announcing-mistral-7b/), a high-quality open LLM, was released! Deploy via SkyPilot on any cloud: [**Mistral docs**](https://docs.mistral.ai/self-deployment/skypilot)
- [Sep, 2023] Case study: [**Covariant**](https://covariant.ai/) transformed AI development on the cloud using SkyPilot, delivering models 4x faster cost-effectively: [**read the case study**](https://blog.skypilot.co/covariant/)
- [Aug, 2023] Cookbook: Finetuning Llama 2 in your own cloud environment, privately: [**example**](./llm/vicuna-llama-2/), [**blog post**](https://blog.skypilot.co/finetuning-llama2-operational-guide/)
- [July, 2023] Self-Hosted **Llama-2 Chatbot** on Any Cloud: [**example**](./llm/llama-2/)
@@ -136,7 +136,7 @@ To learn more, see our [Documentation](https://skypilot.readthedocs.io/en/latest
Runnable examples:
- LLMs on SkyPilot
- - [Mistral 7B](https://docs.mistral.ai/cloud-deployment/skypilot/) (from official Mistral team)
+ - [Mistral 7B](https://docs.mistral.ai/self-deployment/skypilot) (from official Mistral team)
- [vLLM: Serving LLM 24x Faster On the Cloud](./llm/vllm/) (from official vLLM team)
- [Vicuna chatbots: Training & Serving](./llm/vicuna/) (from official Vicuna team)
- [Train your own Vicuna on Llama-2](./llm/vicuna-llama-2/)
diff --git a/docs/source/index.rst b/docs/source/index.rst
index e2ecd18d2ede..998e4df6759c 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -62,7 +62,7 @@ Runnable examples:
* **LLMs on SkyPilot**
- * `Mistral 7B `_ (from official Mistral team)
+ * `Mistral 7B `_ (from official Mistral team)
* `vLLM: Serving LLM 24x Faster On the Cloud `_ (from official vLLM team)
* `Vicuna chatbots: Training & Serving `_ (from official Vicuna team)
* `Train your own Vicuna on Llama-2 `_