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+ ---
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+ tags:
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+ - text-classification
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+ library_name: generic
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+ ---
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+
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+ # Text Classification repository template
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+
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+ This is a template repository for Text Classification 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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+ ## How to start
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+ First create a repo in https://hf.co/new.
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+ Then clone this template and push it to your repo.
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+ ```
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+ git clone https://huggingface.co/templates/text-classification
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+ cd text-classification
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+ git remote set-url origin https://huggingface.co/$YOUR_USER/$YOUR_REPO_NAME
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+ git push --force
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+ ```