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14 changes: 7 additions & 7 deletions README.md
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![Logo](docs/media/logo.png)

A little wrapper for Hugging Face Transformers in C#. This is not a comprehensive 1:1 mapping of the whole HuggingFace [transformers](https://pypi.org/transformers) package, because the API is enormous.
A little wrapper for Hugging Face Transformers in C#. This is not a comprehensive 1:1 mapping of the whole HuggingFace [transformers](https://pypi.org/project/transformers/) package, because the API is enormous.

If you need a specific feature, toggle or pipeline API clone this repo and make adjustments.

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- Tokenizer API based on [`PreTrainedTokenizerBase`](https://huggingface.co/docs/transformers/v4.51.3/en/internal/tokenization_utils#transformers.PreTrainedTokenizerBase)
- Tokenizer shim to the [Microsoft.ML.Tokenizers](https://learn.microsoft.com/dotnet/api/microsoft.ml.tokenizers.tokenizer?view=ml-dotnet-preview) base class
- Utility classes to access pipelines like:
- [Text Generation Pipeline (`TextGenerationPipeline`)](https://tonybaloney.github.io/TransformersSharp/docs/pipelines/text_generation)
- [Text Classification Pipeline (`TextClassificationPipeline)](https://tonybaloney.github.io/TransformersSharp/docs/pipelines/text_classification)
- [Image Classification Pipeline(`ImageClassificationPipeline`)](https://tonybaloney.github.io/TransformersSharp/docs/pipelines/image_classification)
- [Object Detection Pipeline (`ObjectDetectionPipeline`)](https://tonybaloney.github.io/TransformersSharp/docs/pipelines/object_detection)
- [Automatic Speech Recognition (`AutomaticSpeechRecognitionPipeline`)](https://tonybaloney.github.io/TransformersSharp/docs/pipelines/auto_speech_recognition)
- [Sentence Transformers (Embeddings)](https://tonybaloney.github.io/TransformersSharp/docs/sentence_transformers)
- [Text Generation Pipeline (`TextGenerationPipeline`)](https://tonybaloney.github.io/TransformersSharp/pipelines/text_generation)
- [Text Classification Pipeline (`TextClassificationPipeline)](https://tonybaloney.github.io/TransformersSharp/pipelines/text_classification)
- [Image Classification Pipeline(`ImageClassificationPipeline`)](https://tonybaloney.github.io/TransformersSharp/pipelines/image_classification)
- [Object Detection Pipeline (`ObjectDetectionPipeline`)](https://tonybaloney.github.io/TransformersSharp/pipelines/object_detection)
- [Automatic Speech Recognition (`AutomaticSpeechRecognitionPipeline`)](https://tonybaloney.github.io/TransformersSharp/pipelines/auto_speech_recognition)
- [Sentence Transformers (Embeddings)](https://tonybaloney.github.io/TransformersSharp/sentence_transformers)

## Usage

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