Mastering ChatGPT Models From Finetuning to Deployment

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  • TypeTutorials
  • LanguageEnglish
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  • Last checkedMay. 19th '23
  • Date uploadedMay. 18th '23
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Mastering ChatGPT Models From Finetuning to Deployment - Udemy

English | Tutorial | Size: 1.1 GB


In this course, you will discover the power of GPT-3 in creating conversational AI solutions.
We will start with an introduction to chatbots and their use cases, and then dive deep into GPT-3 and its capabilities. You will learn how to fine-tune the model for specific tasks, such as customer service, lead generation, or entertainment. We will cover techniques for improving the accuracy and fluency of the chatbot’s responses, as well as strategies for handling user input and managing conversation flow.

Next, we will explore different ways to integrate GPT-3 chatbots with various platforms and channels, such as messaging apps, voice assistants, and social media. You will learn how to use APIs and SDKs to connect your chatbot to these platforms and leverage their features, such as natural language processing, voice recognition, or rich media support. We will also cover best practices for designing chatbot user interfaces and testing and deploying your chatbot in production.

By the end of this course, you will have a solid understanding of how GPT-3 works and how to use it to build powerful and engaging chatbots for your business or personal projects. You will have hands-on experience with fine-tuning GPT-3 models and integrating them with various platforms and channels, and you will be ready to apply these skills in real-world scenarios

Files:

Mastering ChatGPT Models From Finetuning to Deployment
  • 1 - Understanding GPT Models and FineTuning for Specific Domains.mp4 (44.2 MB)
  • 10 - Building a WellStructured Project Directory.mp4 (63.8 MB)
  • 11 - How to Choose a PreTrained Model for FineTuning.mp4 (47.0 MB)
  • 12 - Introduction to Fine Tuning Process in Python.mp4 (42.8 MB)
  • 13 - Finetuning a Pretrained Model A ThreeStage Process.mp4 (189.9 MB)
  • 14 - Testing Your FineTuned Model on OpenAI Playground.mp4 (58.6 MB)
  • 2 - Mastering Finetuning for NLP Applications.mp4 (42.4 MB)
  • 3 - Introduction to OpenAI Playground.mp4 (78.7 MB)
  • 4 - Maximizing Model Accuracy with Data Preparation and Formatting.mp4 (46.3 MB)
  • 5 - Finetuning a GPT Model Understanding Data Formats.mp4 (157.2 MB)
  • 6 - Data Cleaning with Python Removing Missing Values and Duplicates.mp4 (122.2 MB)
  • 7 - Generating Questions and Answers from Text for Finetuning AI Models.mp4 (108.7 MB)
  • 8 - Using ChatGPT to generate Python code for data manipulation.mp4 (76.3 MB)
  • 9 - Running and Executing Python Code on Google Colaboratory.mp4 (127.4 MB)

Code:

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