transformers/docs/source/en/main_classes/text_generation.mdx
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# Generation
Each framework has a generate method for auto-regressive text generation implemented in their respective `GenerationMixin` class:
- PyTorch [`~generation_utils.GenerationMixin.generate`] is implemented in [`~generation_utils.GenerationMixin`].
- TensorFlow [`~generation_tf_utils.TFGenerationMixin.generate`] is implemented in [`~generation_tf_utils.TFGenerationMixin`].
- Flax/JAX [`~generation_flax_utils.FlaxGenerationMixin.generate`] is implemented in [`~generation_flax_utils.FlaxGenerationMixin`].
## GenerationMixin
[[autodoc]] generation_utils.GenerationMixin
- generate
- greedy_search
- sample
- beam_search
- beam_sample
- group_beam_search
- constrained_beam_search
## TFGenerationMixin
[[autodoc]] generation_tf_utils.TFGenerationMixin
- generate
## FlaxGenerationMixin
[[autodoc]] generation_flax_utils.FlaxGenerationMixin
- generate