diff --git a/docs/configs/clearml_conf.md b/docs/configs/clearml_conf.md
index 5721308d..d7f86216 100644
--- a/docs/configs/clearml_conf.md
+++ b/docs/configs/clearml_conf.md
@@ -1108,7 +1108,7 @@ URL to a CA bundle, or set this option to `false` to skip SSL certificate verifi
* Log specific environment variables. OS environments are listed in the UI, under an experiment's
**CONFIGURATION > HYPERPARAMETERS > Environment** section.
Multiple selected variables are supported including the suffix "\*". For example: "AWS\_\*" will log any OS environment
- variable starting with "AWS\_". Example: `log_os_environments: ["AWS_*", "CUDA_VERSION"]`
+ variable starting with `"AWS\_"`. Example: `log_os_environments: ["AWS_*", "CUDA_VERSION"]`
* This value can be overwritten with OS environment variable `CLEARML_LOG_ENVIRONMENT=AWS_*,CUDA_VERSION`.
diff --git a/docs/deploying_clearml/clearml_server_config.md b/docs/deploying_clearml/clearml_server_config.md
index 7b4c74c5..ee7b7ae9 100644
--- a/docs/deploying_clearml/clearml_server_config.md
+++ b/docs/deploying_clearml/clearml_server_config.md
@@ -470,7 +470,7 @@ The action will appear in the context menu for the object type in which it was s
to access the context menu.
* Project - In the project page > click the menu button
on a specific project card to access its context menu
-* Queue - In the [Workers and Queues](../webapp/webapp_workers_queues.md) page > **QUEUES** tab, right-click the queue
+* Queue - In the [Orchestration](../webapp/webapp_workers_queues.md) page > **QUEUES** tab, right-click the queue
to access its context menu
The custom action is always performed from a context-menu opened from a specific selected item.
diff --git a/docs/faq.md b/docs/faq.md
index ebf2a1b3..c50f8bfa 100644
--- a/docs/faq.md
+++ b/docs/faq.md
@@ -91,7 +91,7 @@ title: FAQ
**ClearML Server Troubleshooting**
-* [I did a reinstall. Why can't I create credentials in the WebApp (UI)?](#clearml-server-reinstall-cookies)
+* [After reinstalling, why can't I create credentials in the WebApp (UI)?](#clearml-server-reinstall-cookies)
* [How do I fix Docker upgrade errors?](#common-docker-upgrade-errors)
* [Why is web login authentication not working?](#port-conflict)
* [How do I bypass a proxy configuration to access my local ClearML Server?](#proxy-localhost)
@@ -326,8 +326,8 @@ For more task configuration options, see [Hyperparameters](fundamentals/hyperpar
#### I noticed that all of my experiments appear as "Training". Are there other options?
-Yes! When creating experiments and calling [`Task.init()`](references/sdk/task.md#taskinit),
-you can provide an experiment type. ClearML supports [multiple experiment types](fundamentals/task.md#task-types). For example:
+Yes! ClearML supports [multiple experiment types](fundamentals/task.md#task-types). When creating experiments and
+calling [`Task.init()`](references/sdk/task.md#taskinit), you can provide an experiment type. For example:
```python
task = Task.init(project_name, task_name, Task.TaskTypes.testing)
@@ -977,7 +977,7 @@ For detailed instructions, see [Modifying non-responsive Task watchdog settings]
## ClearML Server Troubleshooting
-#### I did a reinstall. Why can't I create credentials in the WebApp (UI)?
+#### After reinstalling, why can't I create credentials in the WebApp (UI)?
The issue is likely your browser cookies for ClearML Server. Clearing your browser cookies for ClearML Server is recommended.
For example:
diff --git a/docs/img/apps_embedding_model_deployment.png b/docs/img/apps_embedding_model_deployment.png
index cf0c7780..5e6cd56c 100644
Binary files a/docs/img/apps_embedding_model_deployment.png and b/docs/img/apps_embedding_model_deployment.png differ
diff --git a/docs/webapp/webapp_exp_table.md b/docs/webapp/webapp_exp_table.md
index 2410e7fe..1c38b19c 100644
--- a/docs/webapp/webapp_exp_table.md
+++ b/docs/webapp/webapp_exp_table.md
@@ -217,7 +217,7 @@ to open the context menu
|---|---|---|---|
| Details | Open the experiment's [info panel](webapp_exp_track_visual.md#info-panel) (keeps the experiments list in view). Can also be accessed by double-clicking an experiment in the experiments table. | Any state | None |
| View Full Screen | View experiment details in [full screen](webapp_exp_track_visual.md#full-screen-details-view). | Any state | None |
-| Manage Queue | If an experiment is *Pending* in a queue, view the utilization of that queue, manage that queue (remove experiments and change the order of experiments), and view information about the worker(s) listening to the queue. See the [Workers and Queues](webapp_workers_queues.md) page. | *Enqueued* | None |
+| Manage Queue | If an experiment is *Pending* in a queue, view the utilization of that queue, manage that queue (remove experiments and change the order of experiments), and view information about the worker(s) listening to the queue. See the [Orchestration](webapp_workers_queues.md) page. | *Enqueued* | None |
| View Worker | If an experiment is *Running*, view resource utilization, worker details, and queues to which a worker is listening. | *Running* | None |
| Share | For **ClearML Hosted Service** users only, [share](webapp_exp_sharing.md) an experiment and its model with a **ClearML Hosted Service** user in another workspace. | Any state | None |
| Archive | Move experiment to the project's archive. If it is shared (ClearML Hosted Service only), the experiment becomes private. | Any state | *Pending* to *Draft* |