Skip to content
#

sampling

Here are 750 public repositories matching this topic...

Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. Model-agnostic framework with CLI/API for creative writing, synthetic data generation, and dialogue simulation.

  • Updated Jan 3, 2026
  • Python

FL Studio 2026 full activated Producer Edition + Signature Bundle. All plugins, instruments, effects, and features unlocked. Latest version with complete music production suite including synths, samplers, mixing tools, automation, and lifetime free updates. Best FL Studio 2026 edition. Easy installation, ready for professional music production.

  • Updated May 14, 2026

Improve this page

Add a description, image, and links to the sampling topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the sampling topic, visit your repo's landing page and select "manage topics."

Learn more