# Datasaur Dinamic

## Introduction

**Datasaur Dinamic** is an ideal solution for users who prefer to obtain a trained model directly rather than labeled data. It is integrated with Amazon SageMaker and Hugging Face AutoTrain. It supports row-based tasks with Amazon SageMaker and Hugging Face AutoTrain, and token-based tasks exclusively with Hugging Face AutoTrain.

<figure><img src="https://448889121-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MbjY0HseEqu7LtYAt4d%2Fuploads%2Fgit-blob-8df61b50a3b7335bb646cb2516dd88bc361a21d0%2FExtension%20-%20Datasaur%20dinamic%20-%20cover.png?alt=media" alt=""><figcaption></figcaption></figure>

## Key Features

Using **Datasaur Dinamic** offers several benefits:

1. **Automated model training**: Streamline the process of training machine learning models using labeled data.
2. **Efficient labeling**: Use the trained models for **ML-assisted labeling**, improving the efficiency and accuracy of future labeling tasks.
3. **Integration with applications**: Deploy the trained models directly into applications, enhancing functionality with precise data insights.

## Supported Service Providers

{% hint style="info" %}
Please ensure that you have a minimum of 10 rows or sentences of labeled data for effective utilization of Datasaur Dinamic.
{% endhint %}

| Service Providers                                           | Supported Project Type   | Configurations                                                                                        |
| ----------------------------------------------------------- | ------------------------ | ----------------------------------------------------------------------------------------------------- |
| [Amazon SageMaker](https://aws.amazon.com/sagemaker/train/) | Row Based                | [Amazon SageMaker Configuration](https://docs.datasaur.ai/build-model/datasaur-dinamic/aws-sagemaker) |
| [Hugging Face Auto Train](https://huggingface.co/autotrain) | Row Based and Span Based | [Hugging Face Configuration](https://docs.datasaur.ai/build-model/datasaur-dinamic/hugging-face)      |