Update setup.md

learners/setup.md

@@ -65,19 +65,19 @@ You can upload your data file either via drag and drop it to the main directory
 
 The main window when you start with a new Colab notebook:
 
-![image](https://github.com/sabah-gaznaghi/intro-nlp-llm/assets/45458783/d8107b94-412f-4d27-8dc9-af2ee4cf66b1)
+![image](fig/setup_1.png)
 
 ```
 Drag and Drop
 ```
 
-![Screenshot 2024-05-09 101655](https://github.com/sabah-gaznaghi/intro-nlp-llm/assets/45458783/ae94ee40-c8e8-4e7a-b539-3664ecdae661)
+![Screenshot 2024-05-09 101655](fig/setup_2.png)
 
 
 ```
 Click on the link and select the file
 ```
-![Screenshot 2024-05-09 102308](https://github.com/sabah-gaznaghi/intro-nlp-llm/assets/45458783/085e5d5d-0c0b-432f-a8c2-82cdf5e93115)
+![Screenshot 2024-05-09 102308](fig/setup_3.png)
 
 10. **Changing Hardware Accelerator**:
   In Google Colab, hardware accelerators are dedicated processors that boost computational efficiency, facilitating faster execution of operations such as machine learning model training, intricate simulations, and large-scale data analysis. To learn more about the available free hardware and runtimes check out this [link](https://research.google.com/colaboratory/faq.html#gpu-availability). We can change the accelerator through the following steps:
@@ -86,20 +86,20 @@ Click on the link and select the file
 Click on the Runtime menu.
 Select Change Runtime Type.
 ```
-![Screenshot 2024-05-09 130142](https://github.com/sabah-gaznaghi/intro-nlp-llm/assets/45458783/bc1c5418-b288-4546-886d-f9997fae55c1)
+![Screenshot 2024-05-09 130142](fig/setup_4.png)
 
 ```
 Choose GPU from the dropdown menu and click Save.
 ```
 
-![Screenshot 2024-05-09 130334](https://github.com/sabah-gaznaghi/intro-nlp-llm/assets/45458783/350184e1-577c-45f2-882e-9bed0c22f7c2)
+![Screenshot 2024-05-09 130334](fig/setup_5.png)
 
-![Screenshot 2024-05-09 130443](https://github.com/sabah-gaznaghi/intro-nlp-llm/assets/45458783/c6ad197c-1641-4c89-8464-20dc268722f0)
+![Screenshot 2024-05-09 130443](fig/setup_6.png)
 
 ```
 You can get to the same setting window through the Runtime small icon on the top right side of the screen.
 ```
-![Screenshot 2024-05-09 130632](https://github.com/sabah-gaznaghi/intro-nlp-llm/assets/45458783/419259c2-a070-4fbd-8e10-900e48d861e6)
+![Screenshot 2024-05-09 130632](fig/setup_7.png)
 
 11. **Save Your Work**: Colab auto-saves your notebooks to Google Drive, but you can also save a copy via ‘File’ > ‘Save a copy in Drive’.