| | --- |
| | tags: |
| | - text-classification |
| | library_name: generic |
| | --- |
| | |
| | # Text Classification repository template |
| |
|
| | This is a template repository for Text Classification to support generic inference with Hugging Face Hub generic Inference API. There are two required steps: |
| |
|
| | 1. Specify the requirements by defining a `requirements.txt` file. |
| | 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. |
| |
|
| | ## How to start |
| | First create a repo in https://hf.co/new. |
| | Then clone this template and push it to your repo. |
| | ``` |
| | git clone https://huggingface.co/templates/text-classification |
| | cd text-classification |
| | git remote set-url origin https://huggingface.co/$YOUR_USER/$YOUR_REPO_NAME |
| | git push --force |
| | ``` |
