But what about the models and models included in the GPT-3 model? In this article, here is an explanation of some useful tasks to be familiar with in the GPT-3 playground that you can use to build your own models.
Some of the impressive models that have contributed to the power of this GPT-3 model are:
1. Natural Language Understanding and Generation Models:
- text-davinci-002
- text-curie-001
- text-babbage-001
- text-ada-001
2. CODEX MODEL: One of the most important models built for generating code from textual descriptions in various languages including JavaScript, Go, Perl, PHP, Ruby, Swift, TypeScript, SQL, and especially Python. It has two main versions:
- code-davinci-002
- code-cushman-001
These models have been utilized to perform many important tasks in technology development, including:
- Classification task: Aimed at understanding the underlying sentiment behind the text and classifying it as negative or positive.
- Conversation task: Highly skilled in conversations with humans, intelligently answering questions, and can be used as a customer service program.
- Transformation task: A very powerful language model capable of language translation, code generation, and text summarization. It can understand and perceive textual content and distinguish the required task.
Here's an example:
Input: "code css for button class"
Output:
(generated code for CSS button class)
- Generation task: One of the strongest and simplest tasks you can accomplish is generating ideas or new versions for a certain concept. You can request anything from story ideas to business plans and marketing slogans for your company. I have tried it to create a logo for our company:
Input: "write a tagline for an AGARTHA academy"
Output: "AGARTHA academy: where the impossible becomes reality"
There are still many important tools that you should be familiar with. You can find them through the following link: https://beta.openai.com/docs/guides/completion
Here is a short video to illustrate the importance of using GPT-3 playground in building the interface for your own application.