diff --git a/docs/guides/ide/remote_jupyter_tutorial.md b/docs/guides/ide/remote_jupyter_tutorial.md
index 28e5c72d..6b9006cb 100644
--- a/docs/guides/ide/remote_jupyter_tutorial.md
+++ b/docs/guides/ide/remote_jupyter_tutorial.md
@@ -41,7 +41,7 @@ name is "DevOps"
 After launching the command, the `clearml-agent` listening to the `default` queue spins a remote Jupyter environment with 
 the specifications. It will automatically connect to the docker on the remote machine. 
    
-The console should display the session's configuration details, which should look something like this:
+The console should display the session's configuration details:
     
 ```console
 Interactive session config:
diff --git a/docs/hyperdatasets/webapp/webapp_dataviews.md b/docs/hyperdatasets/webapp/webapp_dataviews.md
index 92a84518..d3d9bf1a 100644
--- a/docs/hyperdatasets/webapp/webapp_dataviews.md
+++ b/docs/hyperdatasets/webapp/webapp_dataviews.md
@@ -34,7 +34,7 @@ The Dataviews table includes the following columns:
 |**DATAVIEW** | Dataview name | String|
 |**USER** | User who created the Dataview | String|
 |**STATUS** | The status of the Dataview, which can be *Draft* (editable) or *Published* (read-only)| String| 
-|**PROJECT** | The project name with which the dataview is associated| String|
+|**PROJECT** | Name of the Dataview's project| String|
 |**CREATED** | Elapsed time since the Dataview was created| Date-time|
 |**DESCRIPTION** | A description of the Dataview | String| 
 
diff --git a/docs/integrations/pytorch.md b/docs/integrations/pytorch.md
index 585192c2..24c69962 100644
--- a/docs/integrations/pytorch.md
+++ b/docs/integrations/pytorch.md
@@ -75,7 +75,7 @@ You can integrate ClearML into your distributed training script. With ClearML, y
 subprocess to a centralized location and visualize it.
 
 The [PyTorch Distributed](../guides/frameworks/pytorch/pytorch_distributed_example.md) script demonstrates using ClearML 
-with the [PyTorch Distributed Communications Package (torch.distributed)](https://pytorch.org/tutorials/beginner/dist_overview.html): a 
+with the [PyTorch Distributed Communications Package (`torch.distributed`)](https://pytorch.org/tutorials/beginner/dist_overview.html): a 
 ClearML task is initialized before the subprocesses are spawned, and then each subprocess manually reports its artifacts, 
 scalars, and hyperparameters to the task. 
 
diff --git a/docs/webapp/applications/apps_vscode.md b/docs/webapp/applications/apps_vscode.md
index 6c68024e..ab080527 100644
--- a/docs/webapp/applications/apps_vscode.md
+++ b/docs/webapp/applications/apps_vscode.md
@@ -19,10 +19,10 @@ Once you have launched an app instance, you can view the following information i
     * <img src="/docs/latest/icons/ico-vscode-loading.svg" alt="VS Code loading" className="icon size-md" /> - Remote IDE is setting up 
     * <img src="/docs/latest/icons/ico-vscode-active.svg" alt="VS Code active" className="icon size-md" /> - Remote IDE is active
     * <img src="/docs/latest/icons/ico-vscode-idle.svg" alt="VS Code idle" className="icon size-md" /> - Remote IDE is idle  
-    * <img src="/docs/latest/icons/ico-vscode-stopped.svg" alt="VS Code stopped" className="icon size-md" /> Remote IDE is stopped
+    * <img src="/docs/latest/icons/ico-vscode-stopped.svg" alt="VS Code stopped" className="icon size-md" /> - Remote IDE is stopped
 * Open IDE - link to the IDE session
 * Idle time
-* Server’s resources monitoring (CPU / GPU / vMem utilization)
+* Server's resources monitoring (CPU / GPU / vMem utilization)
 * Console - The console log shows the instance's activity, including server setup progress, server status changes
 
 ![VS Code Dashboard](../../img/apps_vs_code.png)
diff --git a/docs/webapp/webapp_model_table.md b/docs/webapp/webapp_model_table.md
index 57dbc18c..bde76a70 100644
--- a/docs/webapp/webapp_model_table.md
+++ b/docs/webapp/webapp_model_table.md
@@ -34,7 +34,7 @@ The models table contains the following columns:
 | **NAME** | Model name. | String |
 | **TAGS** | User-defined labels added to models for grouping and organization. | Tag |
 | **STATUS** | The status of the model, which can be *Draft* (editable) or *Published* (read-only). | String |
-| **PROJECT** | The project with which the model is associated.| String |
+| **PROJECT** | Name of the model's project | String |
 | **USER** | The user who ran the experiment that created the model, or the user who imported the model.| String |
 | **TASK** | The experiment (Task) name that created the model. | String |
 | **UPDATED** | Elapsed time since the model was updated. Hover over the elapsed time to view the date and time.| Date-time |