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A Simple Approach to GPT Playground:

GPT Playground Guide

GPT Playground Guide







Aim:

Learn how to effectively use the GPT Playground for text generation.

GPT Playground Usage Guide

The GPT Playground is a powerful tool for generating text using OpenAI's GPT models. Follow these steps to make the most of it:

Guidance on How to Use:












Prerequisites:

Access to the internet and a modern web browser.

Explanation of GPT Settings:

  • Model: gpt-3.5-turbo - This model variant provides high-performance text generation with the latest improvements.
  • Temperature: 1 - This setting produces relatively conservative outputs, ensuring coherence and relevance to the input prompt.
  • Maximum Length: 4096 - Allows for longer text generation without sacrificing quality or coherence.
  • Stop Sequences: Enter sequence and press Tab - Specifies sequences of characters that, if generated, will cause the generation process to stop.
  • Top P: 1 - Generates text by sampling from the most probable tokens, ensuring high-quality and relevant outputs.
  • Frequency Penalty: 0 - Disables frequency penalty, allowing for more diverse outputs.
  • Presence Penalty: 0 - Disables presence penalty, encouraging the model to produce more novel responses.

Interacting with the Playground:

  1. Input Prompt: Enter the Bug Description Template along with instructions to provide specific bug details in the "System" box. For example: 
                        
                        === Bug Description Template ===
    
                        **Bug Summary:**
    
                        DESCRIPTION:
                        ===========
    
                        STEPS TO REPRODUCE:
                        =================
    
                        ACTUAL OUTCOME:
                        ==============
    
                        EXPECTED OUTCOME:
                        =================
    
                        Severity:
    
                        - Blocker: Blocks development and/or testing work.
                        - Critical: Crashes, loss of data, severe memory leak.
                        - Major: Major loss of function.
                        - Normal: Regular issue, some loss of functionality under specific circumstances.
                        - Minor: Minor loss of function, or other problem where an easy workaround is present.
                        - Trivial: Cosmetic problem like misspelled words or misaligned text.
                        - Enhancement: Request for enhancement.
    
                        (Don't include severity descriptions)
    
                        Example Bug Summary: bug-summary: This is an example prompt.
  2. User Message: After receiving the prompt, provide specific bug details directly in the "System" box.
  3. Submit: Click on the "Submit" button to send the completed bug report details to the system for processing.

Written by: A.M.Rinas

Contact: mohomadrinas00@gmail.com

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