A compatibility issue with the BigBirdForMaskedLM model and the Hugging Face Transformers library?
#1
by
Berylite
- opened
Warning when run Codon Transformer model (model = BigBirdForMaskedLM.from_pretrained("adibvafa/CodonTransformer").to(device)):
BigBirdForMaskedLM has generative capabilities, as prepare_inputs_for_generation is explicitly defined. However, it doesn't directly inherit from GenerationMixin. From πv4.50π onwards, PreTrainedModel will NOT inherit from GenerationMixin, and this model will lose the ability to call generate and other related functions.
- If you're using
trust_remote_code=True, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes - If you are the owner of the model architecture code, please modify your model class such that it inherits from
GenerationMixin(afterPreTrainedModel, otherwise you'll get an exception). - If you are not the owner of the model architecture class, please contact the model code owner to update it.
BigBirdForMaskedLM has generative capabilities, asprepare_inputs_for_generationis explicitly defined. However, it doesn't directly inherit fromGenerationMixin. From πv4.50π onwards,PreTrainedModelwill NOT inherit fromGenerationMixin, and this model will lose the ability to callgenerateand other related functions. - If you're using
trust_remote_code=True, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes - If you are the owner of the model architecture code, please modify your model class such that it inherits from
GenerationMixin(afterPreTrainedModel, otherwise you'll get an exception). - If you are not the owner of the model architecture class, please contact the model code owner to update it.
BigBirdForMaskedLM has generative capabilities, asprepare_inputs_for_generationis explicitly defined. However, it doesn't directly inherit fromGenerationMixin. From πv4.50π onwards,PreTrainedModelwill NOT inherit fromGenerationMixin, and this model will lose the ability to callgenerateand other related functions. - If you're using
trust_remote_code=True, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes - If you are the owner of the model architecture code, please modify your model class such that it inherits from
GenerationMixin(afterPreTrainedModel, otherwise you'll get an exception). - If you are not the owner of the model architecture class, please contact the model code owner to update it.
Thank you for opening this! Indeed when the time comes that Transformers stops supporting, I'll fix it
adibvafa
changed discussion status to
closed