Overview

🤗 Optimum handles the export of TensorFlow models to TFLite in the exporters.tflite module. In addition, models hosted on the Hugging Face Hub with PyTorch weights but having a TensorFlow implementation will also be supported in the export thanks to Transformers’ TFPreTrainedModel.from_pretrained() auto-conversion to TensorFlow.

The TFLite export support provides classes, functions and a command line interface to export a model easily.

Supported architectures:

• Albert
• BERT
• Camembert
• ConvBert
• Deberta
• Deberta V2
• DistilBert
• Electra
• Flaubert
• MobileBert
• MPNet
• ResNet
• Roberta
• RoFormer
• XLM
• XLMRoberta