<!---
Copyright 2023 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.
-->

# IPU Pipelines

There are a number of [🤗 pipelines](https://huggingface.co/docs/transformers/main_classes/pipelines) that have been adapted for use with IPUs. The available IPU pipelines are:

* [`IPUFillMaskPipeline`](https://huggingface.co/docs/optimum/graphcore/pipelines#optimum.graphcore.IPUFillMaskPipeline)
* [`IPUText2TextGenerationPipeline`](https://huggingface.co/docs/optimum/graphcore/pipelines#optimum.graphcore.pipelines.IPUText2TextGenerationPipeline)
* [`IPUSummarizationPipeline`](https://huggingface.co/docs/optimum/graphcore/pipelines#optimum.graphcore.pipelines.IPUSummarizationPipeline)
* [`IPUTranslationPipeline`](https://huggingface.co/docs/optimum/graphcore/pipelines#optimum.graphcore.pipelines.IPUTranslationPipeline)
* [`IPUTokenClassificationPipeline`](https://huggingface.co/docs/optimum/graphcore/pipelines#optimum.graphcore.IPUTokenClassificationPipeline)
* [`IPUZeroShotClassificationPipeline`](https://huggingface.co/docs/optimum/graphcore/pipelines#optimum.graphcore.pipelines.IPUZeroShotClassificationPipeline)

## API reference

### IPUFillMaskPipeline

Based on the [🤗 FillMaskPipeline](https://huggingface.co/docs/transformers/main/en/main_classes/pipelines#transformers.FillMaskPipeline) pipeline.

[[autodoc]] pipelines.IPUFillMaskPipeline
  - all

### IPUText2TextGenerationPipeline

Based on the [🤗 Text2TextGenerationPipeline](https://huggingface.co/docs/transformers/main/en/main_classes/pipelines#transformers.Text2TextGenerationPipeline) pipeline.

[[autodoc]] pipelines.IPUText2TextGenerationPipeline
  - all

### IPUSummarizationPipeline

Based on the [🤗 SummarizationPipeline](https://huggingface.co/docs/transformers/main/en/main_classes/pipelines#transformers.SummarizationPipeline) pipeline.

[[autodoc]] pipelines.IPUSummarizationPipeline
  - all

### IPUTranslationPipeline

Based on the [🤗 TranslationPipeline](https://huggingface.co/docs/transformers/main/en/main_classes/pipelines#transformers.TranslationPipeline) pipeline.

[[autodoc]] pipelines.IPUTranslationPipeline
  - all

### IPUTokenClassificationPipeline

Based on the [🤗 TokenClassificationPipeline](https://huggingface.co/docs/transformers/main/en/main_classes/pipelines#transformers.TokenClassificationPipeline) pipeline.

[[autodoc]] pipelines.IPUTokenClassificationPipeline
  - all

### IPUZeroShotClassificationPipeline

Based on the [🤗 ZeroShotClassificationPipeline](https://huggingface.co/docs/transformers/main/en/main_classes/pipelines#transformers.ZeroShotClassificationPipeline) pipeline.

[[autodoc]] pipelines.IPUZeroShotClassificationPipeline
  - all