> For the complete documentation index, see [llms.txt](https://docs.nrnagents.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.nrnagents.ai/advanced-options/catastrophic-forgetting.md).

# Catastrophic Forgetting

Explain the problem at a high level and how users can combat it with our SDK

<details>

<summary>Technical Explanation</summary>

Explain Catastrophic Forgetting

</details>

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

```javascript
await model.train(trainingData, { memoryRetention: { direction: 1 } });
```

{% endtab %}

{% tab title="C#" %}

```csharp
await Model.Train(trainingData, { memoryRetention: { direction: 1 } })
```

{% endtab %}
{% endtabs %}

Some sort of abstraction (registration or we work with them) for grouping