# AI Model Studio

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**Fair-use limits:** To ensure a reliable experience for all users, the AI Model Studio is subject to the following fair-use limits:

* **Parallel training:** Usage is limited to one active training process per user.
* **Inference capacity:** Limited to a maximum of three parallel queries per user.
* **Synthetic data generation:** Generation is limited to a maximum of 100 units per operation, with one parallel generation process allowed.

To increase the limits, contact [<mark style="color:blue;">IONOS Cloud Support</mark>](https://docs.ionos.com/cloud/support/).
{% endhint %}

The IONOS AI Model Studio is a fully managed platform that allows you to fine-tune pre-existing foundation models. Leverage the general capabilities of these models by training them with your own data and adjusting their output to meet specific use case needs. Dataset synthesis, training, and inference, all while ensuring robust data privacy, security, and compliance.

**Integration:** Fine-Tuned models can be integrated into AI applications through the [<mark style="color:blue;">API</mark>](https://docs.ionos.com/sections-test/guides/ai/ai-model-studio/api).

## Product Overview

Get started with the foundational concepts and platform features.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><mark style="color:blue;"><strong>Datasets</strong></mark></td><td>Learn how to create and manage datasets in the AI Model Studio.</td><td><a href="ai-model-studio/datasets">datasets</a></td></tr><tr><td><mark style="color:blue;"><strong>Base Models</strong></mark></td><td>Learn more about the base models offered for fine-tuning.</td><td><a href="ai-model-studio/base-models">base-models</a></td></tr><tr><td><mark style="color:blue;"><strong>Fine-Tuning</strong></mark></td><td>Understand how you fine-tune models and access them for inference.</td><td><a href="ai-model-studio/fine-tuning">fine-tuning</a></td></tr><tr><td><mark style="color:blue;"><strong>API</strong></mark></td><td>Learn how to access and use the Model Studio API.</td><td><a href="ai-model-studio/api">api</a></td></tr><tr><td><mark style="color:blue;"><strong>Data Annotation</strong></mark></td><td>Learn how to annotate your own data for advanced use cases.</td><td><a href="ai-model-studio/annotation">annotation</a></td></tr></tbody></table>