<!--Copyright 2022 The HuggingFace Team. All rights reserved.

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
specific language governing permissions and limitations under the License.
-->

# Generation

The methods for auto-regressive text generation, namely [`~generation_utils.GenerationMixin.generate`] (for the PyTorch models), [`~generation_tf_utils.TFGenerationMixin.generate`] (for the TensorFlow models) and [`~generation_flax_utils.FlaxGenerationMixin.generate`] (for the Flax/JAX models), are implemented in [`~generation_utils.GenerationMixin`], [`~generation_tf_utils.TFGenerationMixin`] and [`~generation_flax_utils.FlaxGenerationMixin`] respectively.

The `GenerationMixin` classes are inherited by the corresponding base model classes, *e.g.* [`PreTrainedModel`], [`TFPreTrainedModel`], and [`FlaxPreTrainedModel`] respectively, therefore exposing all 
methods for auto-regressive text generation to every model class.

## GenerationMixn

[[autodoc]] generation_utils.GenerationMixin
	- generate
	- greedy_search
	- sample
	- beam_search
	- beam_sample
	- group_beam_search
	- constrained_beam_search

## TFGenerationMixn

[[autodoc]] generation_tf_utils.TFGenerationMixin
	- generate

## FlaxGenerationMixn

[[autodoc]] generation_flax_utils.FlaxGenerationMixin
	- generate