3/17/2023 0 Comments Finetune in assemblyNext, let’s install the pytorch interface for XLNet by Hugging Face. Then run the following cell to confirm that the GPU is detected. Google Colab offers free GPUs and TPUs! Since we’ll be training a large neural network it’s best to take advantage of this (in this case we’ll attach a GPU), otherwise training will take a very long time.Ī GPU can be added by going to the menu and selecting:Įdit -> Notebook Settings -> Add accelerator (GPU) This pretraining method resulted in models that outperformed BERT on a range of NLP tasks and resulted in a new state of the art model. We won’t get into the details of XLNet in this post, but the authors favored a custom autoregressive method. XLNet was created to address what the authors saw as the shortcomings of the autoencoding method of pretraining used by BERT and other popular language models. XLNet is a method of pretraining language representations developed by CMU and Google researchers in mid-2019.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |