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trainer.train()

To be able to use your checkpoint with a pipeline, make sure to save the processor with the checkpoint: 

processor.save_pretrained("YOUR_ACCOUNT_NAME/speecht5_finetuned_voxpopuli_nl")

Push the final model to the 🤗 Hub:

trainer.push_to_hub()

Inference
Inference with a pipeline
Great, now that you've fine-tuned a model, you can use it for inference!