How to paraphrase text in Python using the PARROT library (Ft. @KenJee_ds)

Key Takeaways

in this video i'm going to show you how you could paraphrase text in python using the parrot library and so we're starting right now and so the jupiter notebook used in this tutorial will be provided in the video description and it's going to be on the github of the data professor and so the first thing that you need to do here is to install the parrot library and it's developed by pre tv rod dowmo darin all right and now it's installed and we're going to import the parrot function from parrot and here we're going to use pytorch let's run the first cell here and then for reproducibility we're going to fix the random state number here but you could feel free to try out a different random seed number and then we're gonna initialize the model here and it's downloading the model and this one is based on the t5 and let me check out the runtime is it gpu no i haven't selected the gpu let's see if this works one moment as this being installed or downloaded so the pre-trained model here is being downloaded and the great thing is that you don't have to train the model you're just downloading the model and then you're using it and so the phrase here that we're gonna use today i've arbitrarily created this and so let's check out whether this particular parrot model will perform good or not let's have a look alright it's finished and let's read in the phrase here and actually here you can put in several sentences if you want let me add another one so i'm gonna use two phrases what is the best way to learn data science and how can i become a data scientist let's see if the model will generate some interesting results for us and the original one was what is the best way to learn data science and the output here is how do i learn data science how can i learn data science where should i learn data science where should i start learning data science show the best ways to learn data science tell me the best way to learn data science okay so i'm not sure why it's not displaying the result for the second one so let me just delete the first one then let's do it again so here the input is how can i become a data scientist and the output is tell me the best way to become a data scientist how do you become a data scientist can someone become a data scientist how do i become a data scientist how can one become a data scientist how can i become a data scientist okay so it's reasonably okay for the paraphrasing and so let's make it a bit more general where can i buy the best the most delicious pizzas let's try that all right and so the output is where can i get all the best pizza where can i buy good quality pizzas where can i get the best quality pizza where can i buy the best pizzas where can i get delicious pizza where can i get some delicious pizza where can i find the most delicious pizza and where can i buy most delicious pizza okay so it's reasonably good for paraphrasing less technical sentences how about this question and so let's get some possible spin to the question here so the input is what's the most delicious papayas and so here it is giving us four results what's the best papaya to eat which are the best papayas what is your most delicious papaya lists the most delicious papayas and so if you would like to find the answer to this one it has to come from kanji there's a lot of different types of papaya so right i i actually only like the whole hawaii gold papaya i don't like the mexican red papaya very much it tastes kind of funky to me but for anyone that's a papaya daughter you have to try the hawaii gold very all right all right yes and so if you're finding value in this video please smash the like button to support the channel subscribe if you haven't already and also hit on the notification bell so that you will be notified of the next video and as always the best way to learn data science is to do data science and please enjoy the journey