> For the complete documentation index, see [llms.txt](https://co0.gitbook.io/chai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://co0.gitbook.io/chai/blending-models.md).

# Blending Models

In-depth explanation

{% embed url="<https://arxiv.org/abs/2401.02994>" %}

## Submit the blended model

After importing the chaiverse package, you may submit the blend

{% tabs %}
{% tab title="Python" %}

```
import chaiverse as chai
submitter = chai.ModelSubmitter(verbose=True)

// submit the blended model
submissions_to_blend = ["submission1_id", "submission2_id", "submission3_id"]
blend_id = submitter.submit_blend({"submissions": submissions_to_blend, "model_name": "my-blended-model"})
```

{% endtab %}
{% endtabs %}

{% hint style="info" %}
Currently, only 2 total models are allowed to be deployed at a time
{% endhint %}

{% content-ref url="/pages/NAITSDhBBzLnbL7r510D" %}
[Deactivating your Model](/chai/deactivating-your-model.md)
{% endcontent-ref %}