# Training Nodes

These miners provide their GPUs (graphics cards) for training deep learning models.

**Task**

Obtain a dataset, run it through the layers of a neural network, and return the trained weights (training results).

**Verification**

Other nodes perform “spot-checking” to confirm that the computations were honest and not falsified.

**Reward**

The maximum amount of $VDS coins, as this is the most resource-intensive part.

{% hint style="info" %}
Stay active and earn VDS coins during the [bounty](#import) event
{% endhint %}


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://vadeus-network.gitbook.io/vadeus-network-docs/documentation/the-mechanics-of-ai-mining/quickstart.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.