

TITLE
Multilabel Sequence Classification in trainer

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# 🚀 Feature request

We need to be able to use the trainer for multilabel classification problems.

## Motivation

Right now we create our models in the old fashioned way, with a sigmoid layer at the end so we can do multilabel. However if we could use the trainer directly, we wouldn't need to maintain different training scripts. Are there any plans for adding this to the trainer?

## Your contribution

I could try to help but I don't even know where to start with.

Thanks you very much for reading
