The `HfArgumentParser.parse_json_file` is a function provided by the Python Transformers library. It is used to parse the contents of a JSON file and retrieve the command-line arguments required for fine-tuning models or running inference tasks. This function helps in automating the process of loading the arguments from a JSON file, reducing the need for manual input. It simplifies the configuration process and assists in setting up the Transformer models quickly and efficiently.
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