# tflite-android-transformers

**Repository Path**: lduml/tflite-android-transformers

## Basic Information

- **Project Name**: tflite-android-transformers
- **Description**: https://github.com/huggingface/tflite-android-transformers
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-10
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# TensorFlow Lite Transformers w/ Android demos

Convert Transformers models
imported from the [🤗 Transformers](https://github.com/huggingface/transformers) library
and use them on Android. You can also check out our
[swift-coreml-transformers](https://github.com/huggingface/swift-coreml-transformers) repo
if you're looking for Transformers on iOS.

# [Question Answering with DistilBERT](bert)

Demo of the [DistilBERT](https://arxiv.org/abs/1910.01108) 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.

![demo gif](media/distilbert_qa.gif "Demo running offline on a Samsung Galaxy S8")

# [Text Generation with GPT-2/DistilGPT2](gpt2)

On-device text generation using [GPT-2](https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf) or [DistilGPT2](https://medium.com/huggingface/distilbert-8cf3380435b5) (same distillation process than DistilBERT, 2x faster and 33% smaller than GPT-2)

![demo gif](media/gpt2_generation.gif "Demo running offline on a Samsung Galaxy S8, accelerated")

---

## 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](LICENSE)