diff --git a/docs/deploying_clearml/clearml_config_for_clearml_server.md b/docs/deploying_clearml/clearml_config_for_clearml_server.md
index 572641eb..6dd5161d 100644
--- a/docs/deploying_clearml/clearml_config_for_clearml_server.md
+++ b/docs/deploying_clearml/clearml_config_for_clearml_server.md
@@ -6,7 +6,7 @@ title: Configuring ClearML for Your ClearML Server
 This documentation page applies to deploying your own open source ClearML Server. It does not apply to ClearML Hosted Service users.
 :::
 
-The ClearML **configuration file** that will be initialized will contain the host URLs of the **ClearML Server**, and 
+The ClearML **configuration file** that will be initialized will contain the host URLs of the ClearML Server, and 
 ClearML credentials, allowing the code to integrate with the server. Later, ClearML can be tailored to fit requirements
 by setting [configuration options](../configs/clearml_conf.md).
 
@@ -71,11 +71,11 @@ by setting [configuration options](../configs/clearml_conf.md).
     
             API Host configured to: [https://api.<your-domain>] 
     
-   1. Enter the **ClearML Server** file server URL, or press **Enter** to accept the default value which is based on the previous response:
+   1. Enter the ClearML Server file server URL, or press **Enter** to accept the default value which is based on the previous response:
     
             File Store Host configured to: [files.<your-domain>] 
     
-       The wizard responds with a configuration and directs to the **ClearML Server**.
+       The wizard responds with a configuration and directs to the ClearML Server.
     
             CLEARML Hosts configuration:
             Web App: https://app.<your-domain>
@@ -100,11 +100,11 @@ The configuration file's location depends upon the operating system:
 The setup wizard may indicate that a configuration file already exists. For example, if a **ClearML Agent** was previously 
 configured, then a configuration file was created. The wizard does not edit or overwrite existing configuration files. 
     
-The host URLs for the **ClearML Server** are required:
+The host URLs for the ClearML Server are required:
 
-* **ClearML Server** web server
-* **ClearML Server** API server
-* **ClearML Server** file server
+* ClearML Server web server
+* ClearML Server API server
+* ClearML Server file server
 
 These may be localhost, the domain, or a sub-domain of the domain.
         
@@ -131,4 +131,4 @@ These may be localhost, the domain, or a sub-domain of the domain.
 ```
 
 
-1. Save the ClearML configuration file. ClearML is now configured for the **ClearML Server**.
\ No newline at end of file
+1. Save the ClearML configuration file. ClearML is now configured for the ClearML Server.
\ No newline at end of file
diff --git a/docs/guides/ide/google_colab.md b/docs/guides/ide/google_colab.md
index a3dfeb2f..7be17b45 100644
--- a/docs/guides/ide/google_colab.md
+++ b/docs/guides/ide/google_colab.md
@@ -16,7 +16,7 @@ and running, users can send Tasks to be executed on the Google Colab's HW.
 
 
 ## Steps 
-1. Open up [this Google Colab notebook](https://colab.research.google.com/github/pollfly/clearml/blob/master/examples/clearml_agent/clearml_colab_agent.ipynb).
+1. Open up [this Google Colab notebook](https://colab.research.google.com/github/allegroai/clearml/blob/master/examples/clearml_agent/clearml_colab_agent.ipynb).
 
 1. Run the first cell, which installs all the necessary packages:
     ```
diff --git a/docs/img/examples_cifar_scalars.png b/docs/img/examples_cifar_scalars.png
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