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60ffa842 - [bitsandbbytes] follow-ups (#9730)

[bitsandbbytes] follow-ups (#9730) * bnb follow ups. * add a warning when dtypes mismatch. * fx-copies * clear cache. * check_if_quantized_param * add a check on shape. * updates * docs * improve readability. * resources. * fix