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adding templates

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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.
Currently only examples for PyTorch are provided which are adaptations of the library's SQuAD examples which implement single-GPU and distributed training with gradient accumulation and mixed-precision (using NVIDIA's apex library) to cover a reasonable range of use cases.