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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