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hi everybody welcome back today in this video we are going to fine-tune jpd model in order to write novel ill be using harry potters chapter 1 in order to fine tune this gt2 model let me give you a quick look to the data which we are going to tune the gpd2 model this is a quick look to the data well this is not enough data to fine tune gp2 but to give you an enough idea how to fine tune gpt2 ill be going with this data so this was all about the data now lets go into the code itself and now first of all we have to connect to gpu runtime to check follow the steps and check out if you are connected to gpu or not as i am doing in this video so this is the first cell where we are setting the tensorflow version to be one point x and we are installing gp2 simple and then we are importing gpt too simple as jpt2 there is not much to explain over here now after running this cell lets jump into the next cell next we have to download the model its quite simple you just have to say jp2 dot d