Revert "add context-size prop"

This reverts commit 9ff222a.

Author: ArthurFlag

content/manuals/ai/model-runner/_index.md

@@ -380,7 +380,3 @@ The Docker Model CLI currently lacks consistent support for specifying models by
 ## Share feedback
 
 Thanks for trying out Docker Model Runner. Give feedback or report any bugs you may find through the **Give feedback** link next to the **Enable Docker Model Runner** setting.
-
-## Related pages
-
-- [Use Model Runner with Compose](/manuals/compose/how-tos/model-runner.md)

content/manuals/compose/how-tos/model-runner.md

@@ -40,27 +40,15 @@ services:
       type: model
       options:
         model: ai/smollm2
-        context-size: 1024
 ```
 
-Notice the following:
+Notice the dedicated `provider` attribute in the `ai_runner` service.   
+This attribute specifies that the service is a model provider and lets you define options such as the name of the model to be used.
 
-- In the `ai_runner` service:
+There is also a `depends_on` attribute in the `chat` service.  
+This attribute specifies that the `chat` service depends on the `ai_runner` service.  
+This means that the `ai_runner` service will be started before the `chat` service to allow injection of model information to the `chat` service.
 
-  - `provider.type`: Specifies that the service is a `model` provider.
-  - `provider.options`: Specifies the options of the model. In our case, we want to use
-    `ai/smollm2`, and we set the context size to 1024 tokens.
-
-     > [!NOTE]
-     > Each model has its own maximum context size. When increasing the context length,
-     > consider your hardware constraints. In general, try to use the smallest context size
-     > possible for your use case.
-   
-- In the `chat` service:
-   
-  -  `depends_on` specifies that the `chat` service depends on the `ai_runner` service. The
-     `ai_runner` service will be started before the `chat` service, to allow injection of model information to the `chat` service.
-   
 ## How it works
 
 During the `docker compose up` process, Docker Model Runner automatically pulls and runs the specified model.  
@@ -73,6 +61,6 @@ In the example above, the `chat` service receives 2 environment variables prefix
 
 This lets the `chat` service to interact with the model and use it for its own purposes.
 
-## Related pages
+## Reference
 
 - [Docker Model Runner documentation](/manuals/ai/model-runner.md)