> ## Documentation Index
> Fetch the complete documentation index at: https://docs.trymaitai.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Fine-tune Runs

> Executing and monitoring managed training

Once your Composition is ready, you can define the execution parameters and kick off a **Fine-tune Run**.

<div style={{display: 'grid', gridTemplateColumns: '1fr 1fr', gap: '1rem'}}>
  <img src="https://mintcdn.com/maitai-cbe2cd27/o70b7aP0pbkBNV82/images/forge/models/Build_Models_FinetuneRun1.png?fit=max&auto=format&n=o70b7aP0pbkBNV82&q=85&s=216f9b7b02de8828cb7e6eaf4afbe0dc" style={{width: '100%', height: 'auto'}} width="737" height="897" data-path="images/forge/models/Build_Models_FinetuneRun1.png" />

  <img src="https://mintcdn.com/maitai-cbe2cd27/o70b7aP0pbkBNV82/images/forge/models/Build_Models_FinetuneRun2.png?fit=max&auto=format&n=o70b7aP0pbkBNV82&q=85&s=3841502b86b945566b0424c441a93274" style={{width: '100%', height: 'auto'}} width="695" height="791" data-path="images/forge/models/Build_Models_FinetuneRun2.png" />
</div>

### Configuration Parameters

* **Base Model**: Choose your starting point (e.g., `mistral-7b`, `llama-3-8b`).
* **Hyperparameters**: Configure learning rate, batch size, and epochs to optimize training.

### Monitoring

Maitai handles the underlying GPU infrastructure automatically. You can monitor the progress in real-time:

* **Training Logs**: View detailed output from the training process.
* **Loss Curves**: Track the training and validation loss to ensure the model is learning effectively.

## Next

* Review automated validation: [Validation](/build/models/validation)
* Full end-to-end walkthrough: [Fine-tune a Model](/examples/fine_tuning)