Create a new file inside src/transformers/quantizers/ named quantizer_your_method.py, and make it inherit from src/transformers/quantizers/base.py::HfQuantizer. Make sure to add the new quantizer and quantization config in the quantization auto-mapping in src/transformers/quantizers/auto.py.

Define the following class attributes/property methods for your quantization method: