Small edits

docs/faq.md

@@ -274,7 +274,7 @@ To fix this, the registered URL of each model needs to be replaced with its curr
    sudo docker exec -it clearml-mongo /bin/bash
    ```
 
-1. Create the following script inside the Docker shell (Make sure to replace `<old-bucket-name>` and `<new-bucket-name>`, as well as the URL protocol prefixes if you aren't using S3):  
+1. Create the following script inside the Docker shell (make sure to replace `<old-bucket-name>` and `<new-bucket-name>`, as well as the URL protocol prefixes if you aren't using S3):  
     ```bash
     cat <<EOT >> script.js
     db.model.find({uri:{$regex:/^s3/}}).forEach(function(e,i) {

docs/guides/reporting/artifacts.md

@@ -25,7 +25,7 @@ is different). Configure ClearML in any of the following ways:
 When the script runs, it creates a task named `artifacts example` in the `examples` project. 
 
 ClearML reports artifacts in the **ClearML Web UI** **>** task details **>** **ARTIFACTS** tab.
-examples_reporting_03
+
 ![Task artifacts](../../img/examples_reporting_03.png#light-mode-only)
 ![Task artifacts](../../img/examples_reporting_03_dark.png#dark-mode-only)
 

docs/release_notes/clearml_agent/ver_1_4.md

@@ -18,7 +18,7 @@ title: Version 1.4
 * Add support for MIG devices (use `0:1` for GPU 0 slice 1, or use 0.1)
 * Add `agent.enable_git_ask_pass` to improve passing user/pass to git commands
 * Add docker `ssh_ro_folder` (default `/.ssh`) and changed docker `ssh_folder `(default: `~/.ssh`)
-* Allow overriding pytorch lookup page (See `torch_page`, `torch_nightly_page` and `torch_url_template_prefix` under the 
+* Allow overriding pytorch lookup page (see `torch_page`, `torch_nightly_page` and `torch_url_template_prefix` under the 
   `agent.package_manager` configuration settings)
 * Add support for abort callback registration
 * K8s glue

docs/webapp/applications/apps_gradio.md

@@ -70,7 +70,7 @@ to open the app's instance launch form.
   app instance task will be enqueued (make sure an agent is assigned to that queue)
 * **Docker Image** - Docker image the ClearML Agent will use for running the Gradio app
 * **Arguments** - Arguments to be passed to the script
-* **Idle Time Limit** (Hours) - Maximum idle time (Period in which no requests are received by the Gradio app) after 
+* **Idle Time Limit** (Hours) - Maximum idle time (period in which no requests are received by the Gradio app) after 
   which the Gradio app and the launcher instance will shut down.
 * **Export Configuration** - Export the app instance configuration as a JSON file, which you can later import to create 
   a new instance with the same configuration 

docs/webapp/applications/apps_streamlit.md

@@ -72,7 +72,7 @@ to open the app's instance launch form.
   app instance task will be enqueued (make sure an agent is assigned to that queue)
 * **Docker Image** - Docker image the ClearML Agent will use for running the Streamlit app
 * **Arguments** - Arguments to be passed to the script
-* **Idle Time Limit** (Hours) - Maximum idle time (Period in which no requests are received by the Streamlit app) after 
+* **Idle Time Limit** (Hours) - Maximum idle time (period in which no requests are received by the Streamlit app) after 
   which the Streamlit app and the launcher instance will shut down.
 * **Export Configuration** - Export the app instance configuration as a JSON file, which you can later import to create 
   a new instance with the same configuration 

docs/webapp/webapp_exp_track_visual.md

@@ -355,7 +355,7 @@ are on the left side of the window. The tools include:
   on each plot you want to view.
 
 :::tip Default scalar display
-After adjusting the scalar display (e.g. grouping, axis, smoothing), click Set as default to save the current 
+After adjusting the scalar display (e.g. grouping, axis, smoothing), click **Set as default** to save the current 
 configuration as the default view for the project’s task and model scalars.
 :::
 

docs/webapp/webapp_model_endpoints.md

@@ -44,7 +44,7 @@ information:
 
 You can apply column filters by clicking <img src="/docs/latest/icons/ico-filter-off.svg" alt="Filter" className="icon size-md" />, 
 and sort endpoints by clicking <img src="/docs/latest/icons/ico-sort-off.svg" alt="Sort order" className="icon size-md space-sm" /> on the relevant column.
-Use the page’s search bar to search by endpoint name, ID, and model fields.
+Use the page's search bar  <img src="/docs/latest/icons/ico-search.svg" alt="Magnifying glass" className="icon size-md space-sm" /> to search by endpoint name, ID, and model fields.
 
 ## Active Endpoint Details 
 Clicking on a model endpoint opens it in detailed view.

docs/webapp/webapp_projects_page.md

@@ -74,7 +74,7 @@ of a project folder to open its context menu and access the following project ac
 * **Project Settings** 
   * **General** - Set the project’s name, project path and default output destination
   * **Scalar View Defaults** - Configure the default scalar view configuration for tasks and models
-    * **Scalar view setting** - Grouping, X-axis units and plot smoothing (See [Scalar Plot Tools](webapp_exp_track_visual.md#scalar-plot-tools))
+    * **Scalar view setting** - Grouping, X-axis units and plot smoothing (see [Scalar Plot Tools](webapp_exp_track_visual.md#scalar-plot-tools))
     * **Default scalars** - Choose which metrics are visible by default when viewing task/model scalars.
 * **New Project** - Create a new project (by default a subproject). 
 * **Move to** - Move the project into another project. If the target project does not exist, it is created on-the-fly.