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+ ---
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+ tags:
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+ - feature-extraction
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+ library_name: generic
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+ ---
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+
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+ # Feature Extraction repository template
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+
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+ This is a template repository for feature extraction to support generic inference with Hugging Face Hub generic Inference API. There are two required steps
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+
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+ 1. Specify the requirements by defining a `requirements.txt` file.
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+ 2. Implement the `pipeline.py` `__init__` and `__call__` methods. These methods are called by the Inference API. The `__init__` method should load the model and preload all the elements needed for inference (model, processors, tokenizers, etc.). This is only called once. The `__call__` method performs the actual inference. Make sure to follow the same input/output specifications defined in the template for the pipeline to work.
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+
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+ Example repos
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+ * https://huggingface.co/osanseviero/fasttext_english