From the course: AI Workshop: Advanced Chatbot Development
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Solution: Enhance the chatbot with OpenOrca
From the course: AI Workshop: Advanced Chatbot Development
Solution: Enhance the chatbot with OpenOrca
(upbeat music) - [Axel] So how was the challenge? In this challenge, you had to do several steps. You had to build a chatbot, yes, but first, you had to do fine-tuning of a Flan-T5 model with OpenOrca to improve it in its dialoguing. And then you also need to do evaluation. So we have the full package. Let's get to it step by step. First, we connect to the GPU. There we are and we do the pip installs. There it is. Now that we have the pip installs, we will do the imports. And all nice, we can start our work. Perfect. So the first step is to prepare the dataset and we're going to use the OpenOrca dataset that you have learned through the chapter. OpenOrca is gigantic. Depending on how much time you want to take on this training, it's up to you how many examples you want to put. In our case, we're just going to select 10,000 examples, so it doesn't take a ginormous amount of time. But don't worry, you want it to be the best chatbot in the world, just put a ginormous amount of rows or…
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