# Developing new models


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<iframe width="560" height="315" src="https://www.youtube.com/embed/dQw4w9WgXcQ?si=3xMriRxJb8TdjVui" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

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<i>(<a href="https://youtu.be/dQw4w9WgXcQ?utm_source=docs&utm_medium=docs&utm_campaign=docs">Click here to get to video on YouTube.</a>)</i>

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- I provide dataset and code to experiment w/ new models
- train both your own bespoke and general models.

## Training

### Installation

Follow the above installation procedure and replace the step `pip install -r requirements.txt` by both `pip install -r requirements.txt` and `pip install -r requirements_training.txt` to install both the inference and training dependencies.