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* allow device placement when using bnb quantization. * warning. * tests * fixes * docs. * require accelerate version. * remove print. * revert to() * tests * fixes * fix: missing AutoencoderKL lora adapter (#9807) * fix: missing AutoencoderKL lora adapter * fix --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * fixes * fix condition test * updates * updates * remove is_offloaded. * fixes * better * empty --------- Co-authored-by: Emmanuel Benazera <emmanuel.benazera@jolibrain.com>