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How to add a new example script in 🤗Transformers
This folder provide a template for adding a new example script implementing a training or inference task with the models in the 🤗Transformers library. Add tests!
These folder can be put in a subdirectory under your example's name, like examples/deebert
.
Best Practices:
- use
Trainer
/TFTrainer
- write an @slow test that checks that your model can train on one batch and get a low loss.
- this test should use cuda if it's available. (e.g. by checking
transformers.torch_device
)
- this test should use cuda if it's available. (e.g. by checking
- adding an
eval_xxx.py
script that can evaluate a pretrained checkpoint. - tweet about your new example with a carbon screenshot of how to run it and tag @huggingface