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Save it in a standard hugginface format then run

ct2-transformers-converter --model ./model location --output_dir faster-whisper-large-v3
--copy_files tokenizer.json preprocessor_config.json --quantization the quantization you want like float16

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Answer selected by mursaleen-sengr
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