fix link path (#877)

end-to-end-use-cases/coding/text2sql/README.md

@@ -16,7 +16,7 @@ For detailed instructions on setting up the environment, creating a database, an
 
 - Before getting started, please make sure to setup Together.ai and get an API key from [here](https://www.together.ai/). 
 
-- First, please install the requirements from [here](https://github.com/meta-llama/llama-cookbook/blob/main/end-to-end-use-cases/coding/text2sql/requierements.txt) by running inside the folder:
+- First, please install the requirements from [here](https://github.com/meta-llama/llama-cookbook/blob/main/end-to-end-use-cases/coding/text2sql/requirements.txt) by running inside the folder:
 
 ```
 git clone https://github.com/meta-llama/llama-cookbook.git

getting-started/finetuning/LLM_finetuning_overview.md

@@ -33,9 +33,9 @@ Full parameter fine-tuning has its own advantages, in this method there are mult
 You can also keep most of the layers frozen and only fine-tune a few layers. There are many different techniques to choose from to freeze/unfreeze layers based on different criteria.
 
 <div style="display: flex;">
-    <img src="../../../docs/img/feature_based_fn.png" alt="Image 1" width="250" />
-    <img src="../../../docs/img/feature_based_fn_2.png" alt="Image 2" width="250" />
-    <img src="../../../docs/img/full_param_fn.png" alt="Image 3" width="250" />
+    <img src="https://github.com/meta-llama/llama-cookbook/blob/main/src/docs/img/feature_based_fn.png" alt="Image 1" width="250" />
+    <img src="https://github.com/meta-llama/llama-cookbook/blob/main/src/docs/img/feature_based_fn_2.png" alt="Image 2" width="250" />
+    <img src="https://github.com/meta-llama/llama-cookbook/blob/main/src/docs/img/full_param_fn.png" alt="Image 3" width="250" />
 </div>