| Exporting 🤗 Transformers models to ONNX | |
| 🤗 Transformers provides a transformers.onnx package that enables you to | |
| convert model checkpoints to an ONNX graph by leveraging configuration objects. | |
| See the guide on exporting 🤗 Transformers models for more | |
| details. | |
| ONNX Configurations | |
| We provide three abstract classes that you should inherit from, depending on the | |
| type of model architecture you wish to export: | |
| Encoder-based models inherit from [~onnx.config.OnnxConfig] | |
| Decoder-based models inherit from [~onnx.config.OnnxConfigWithPast] | |
| Encoder-decoder models inherit from [~onnx.config.OnnxSeq2SeqConfigWithPast] | |
| OnnxConfig | |
| [[autodoc]] onnx.config.OnnxConfig | |
| OnnxConfigWithPast | |
| [[autodoc]] onnx.config.OnnxConfigWithPast | |
| OnnxSeq2SeqConfigWithPast | |
| [[autodoc]] onnx.config.OnnxSeq2SeqConfigWithPast | |
| ONNX Features | |
| Each ONNX configuration is associated with a set of features that enable you | |
| to export models for different types of topologies or tasks. | |
| FeaturesManager | |
| [[autodoc]] onnx.features.FeaturesManager |