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# Training
Training starts with data. We're going to use the huggingface hub and
start with the Hello world dataset of machine learning, MNIST.
Let's start with downloading `MNIST` from [huggingface](https://huggingface.co/datasets/mnist).
```rust
use candle_datasets::from_hub;
let dataset = from_hub("mnist")?;
```
This uses the standardized `parquet` files from the `refs/convert/parquet` branch on every dataset.
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