tflite android transformers

TensorFlow Lite Transformers w/ Android demos

Convert Transformers models imported from the ? Transformers library and use them on Android. You can also check out our swift-coreml-transformers repo if you're looking for Transformers on iOS.

Question Answering with DistilBERT

Demo of the DistilBERT model (97% of BERT’s performance on GLUE) fine-tuned for Question answering on the SQuAD dataset. It provides 48 passages from the dataset for users to choose from.

Text Generation with GPT-2/DistilGPT2

On-device text generation using GPT-2 or DistilGPT2 (same distillation process than DistilBERT, 2x faster and 33% smaller than GPT-2)

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Models generation

Example scripts used to convert the models are available in the models_generation directory. Please note that they require the nightly version of TensorFlow and might thus be unstable.

License

Apache License 2.0