From Zero to Finetuned Model in 1 Hour with GPT-3 - Generate a Movie Script from Any Premise

Overview

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Explore the process of using GPT-3 to generate movie scripts from any premise in this comprehensive tutorial video. Learn how to create an outline generator, generate story premises, produce synthetic data, and fine-tune a model for script writing. Discover techniques for brainstorming characters, locations, and genres, and understand the impact of temperature settings on machine creativity. Follow along as various genres are explored, including French romance, Bollywood, science fiction, and high fantasy anime. Gain insights into prompt engineering, script generation, and the challenges of machine-driven creativity. By the end of this session, acquire the skills to develop a script generator capable of producing outlines for diverse movie concepts.

Syllabus

- Working session: Outline generator
- A girl's discovery of a hidden room and journal in a small town
- A function for retrying API calls
- Generating premises with GPT3
- Trying to install OpenAI
- Generating a premise for a story
- Generating synthetic data
- Brainstorming a story: random characters, locations, and genres
- The benefits of a higher temperature for machine creativity
- Generating synthetic data for a French romance story
- Generating data for a machine learning model
- Generating Bollywood Romance
- A young man from a wealthy family falls in love with a shy girl from a small village
- Bollywood Picture
- Generating premises for a romance story
- The machine produces a science fiction story
- The difficulty of being creative
- A woman determined to make something of herself falls to the ground in anger after a car almost hits her.
- Generating a script with a computer
- Generating a script for a film with the premise of a high fantasy story
- Generating a script with Auto Muse
- Updating the prompt
- Generating scripts from premises
- Generating scripts with Auto Muse
- Generating a movie script from a premise
- Fine tuning a machine to write movie scripts
- A script generator for a high fantasy anime movie
- Generating a script outline with OpenAI
- Thanks for watching