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Gemini Limits Disabler

Disables Gemini limitations in Temperature, Top P, and Top K ranges.

Auteur
Maehdakvan
Installations quotidiennes
0
Installations (total)
56
Notes
0 0 0
Version
1.1
Créé
27/08/2024
Mis à jour
30/08/2024
Licence
MIT
S'applique à

Unlock the Full Potential of Gemini: Mastering Top K & Top P

Harness the true power of Google AI Studio's Gemini model by mastering the Top K and Top P parameters! These controls are your key to unlocking the full potential of Gemini, allowing you to fine-tune its output for a wide range of tasks.

Understanding the Parameters

  • Top K Sampling: Limits the model's choices to the top K most likely words.

    • Smaller K (e.g., 10-30): More focused, predictable, and coherent output. Ideal for tasks requiring accuracy and conciseness.
    • Larger K (e.g., 50-100): More diverse and surprising output, potentially introducing more creativity and unexpected turns of phrase.

  • Top P (Nucleus Sampling): Dynamically adjusts the number of words considered based on their cumulative probability.

    • Lower P (e.g., 0.5-0.7): More focused and coherent output, similar to smaller Top K values.
    • Higher P (e.g., 0.8-0.95): More diverse and creative output, allowing for a wider range of word choices.

Unlocking the Potential: Task-Specific Examples

1. Programming:

  • Focus & Accuracy (Low Top K/Low Top P):

    • Generating code snippets: Use a smaller Top K (e.g., 20) and lower Top P (e.g., 0.6) for precise and functional code.
    • Writing documentation: Opt for a smaller Top K (e.g., 30) and lower Top P (e.g., 0.7) for clear and concise explanations.

  • Creative Exploration (Higher Top K/Higher Top P):

    • Brainstorming solutions: Experiment with a larger Top K (e.g., 50) and higher Top P (e.g., 0.8) to explore unconventional approaches.
    • Generating creative code comments: Use a larger Top K (e.g., 40) and higher Top P (e.g., 0.75) to add personality and humor to your code.

2. Copywriting:

  • Clarity & Conciseness (Low Top K/Low Top P):

    • Product descriptions: Use a smaller Top K (e.g., 25) and lower Top P (e.g., 0.65) for factual and informative descriptions.
    • Social media posts: Opt for a smaller Top K (e.g., 30) and lower Top P (e.g., 0.7) for concise and engaging captions.

  • Creativity & Engagement (Higher Top K/Higher Top P):

    • Storytelling: Experiment with a larger Top K (e.g., 60) and higher Top P (e.g., 0.85) to craft compelling narratives.
    • Slogan generation: Use a larger Top K (e.g., 50) and higher Top P (e.g., 0.8) to generate catchy and memorable phrases.

3. Poetry & Creative Writing:

  • Structured & Rhythmic (Lower Top K/Lower Top P):

    • Sonnets or Haiku: Use a smaller Top K (e.g., 35) and lower Top P (e.g., 0.7) to maintain structure and rhythm.

  • Free-Flowing & Imaginative (Higher Top K/Higher Top P):

    • Free verse poetry: Experiment with a larger Top K (e.g., 70) and higher Top P (e.g., 0.9) to unlock a wider range of vocabulary and imagery.

How to Unlock This Power:

  1. Install a Browser Extension: You'll need a browser extension like Tampermonkey. Download and install it from your browser's extension store (Chrome, Firefox, etc.).

  2. Install the Script

  3. Refresh Page: Simply refresh this page (https://aistudio.google.com/app/prompts/new_chat), and the script will automatically unlock Top K and Top P!

Ready to unleash the power of Gemini? Start experimenting with Top K and Top P today!