Exploring the OpenAI Playground
Generative AI
| Beginner
- 14 videos | 1h 46m 10s
- Includes Assessment
- Earns a Badge
The OpenAI Playground is a web-based tool that lets you experiment with large language models (LLMs) to generate text, translate languages, write creative content, and answer your questions in an informative way. With the Playground, you can input text prompts and receive real-time outputs, and you can adjust hyperparameters to control the creativity, randomness, length, and repetition of the model responses. In this course, you will begin by creating an account to use the OpenAI Playground and you will learn how you are billed for its usage. Next, you will explore the different chat modes and models and work with the hyperparameters that allow you to configure creativity, randomness, repetition, and the length of model responses. You will also use stop sequences, which terminate the output when a specific phrase is reached, as well as the frequency and presence penalty, which penalize repetition of words and topics. Finally, you will learn how to view probabilities in generated text and explore how to use presets to share prompts and prompt parameters with other people.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Compare chatgpt and the openai playground
Work with the openai playground user interface
Use the chat modes and models in the openai playground
Use the legacy completion and edits api
Tune the temperature hyperparameter
Configure the maximum length for answers and explore role play with the model -
Use stop sequences in the openai playground
Tune the top p hyperparameter
Tweak frequency and presence penalty
View probabilities in response text
Analyze creativity using probabilities
Share prompts using presets
Summarize the key concepts covered in this course
IN THIS COURSE
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2m 7sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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7m 28sUpon completion of this video, you will be able to compare ChatGPT and the OpenAI Playground. FREE ACCESS
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3. Introducing the OpenAI Playground11m 39sLearn how to work with the OpenAI Playground user interface. FREE ACCESS
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4. Exploring the Chat Modes and Models on the OpenAI Playground9m 34sFind out how to use the chat modes and models in the OpenAI Playground. FREE ACCESS
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5. Using Legacy Models for Text Completions and Edits5m 17sDiscover how to use the legacy Completion and Edits API. FREE ACCESS
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6. Using the Temperature Parameter to Control the Model's Output12m 24sLearn how to tune the temperature hyperparameter. FREE ACCESS
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7. Configuring Maximum Length and Exploring Role Play6mFind out how to configure the maximum length for answers and explore role play with the model. FREE ACCESS
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8. Using Stop Sequences9m 4sDiscover how to use stop sequences in the OpenAI Playground. FREE ACCESS
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9. Configuring the Top P Parameter to Control Model Creativity11m 26sLearn how to tune the Top P hyperparameter. FREE ACCESS
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10. Understanding Frequency Penalty and Presence Penalty8mFind out how to tweak frequency and presence penalty. FREE ACCESS
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11. Viewing Probabilities in Generated Text9m 19sDiscover how to view probabilities in response text. FREE ACCESS
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12. Understanding Model Predictability and Creativity with Probabilities6m 14sLearn how to analyze creativity using probabilities. FREE ACCESS
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13. Using Presets to Share Prompts and Prompt Parameters5mFind out how to share prompts using presets. FREE ACCESS
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14. Course Summary2m 40sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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