{
  "name": "verbalized-sampling",
  "version": "2026.8.8",
  "description": "Training-free prompting technique that improves output diversity by 1.6-2.1x through verbalized probability distributions, addressing RLHF mode collapse",
  "author": {
    "name": "AIWG Contributors",
    "email": "support@aiwg.io"
  },
  "homepage": "https://aiwg.io",
  "repository": "https://github.com/jmagly/aiwg",
  "license": "MIT",
  "keywords": [
    "diversity",
    "verbalized-sampling",
    "mode-collapse",
    "creative",
    "ideation",
    "brainstorming",
    "synthetic-data",
    "prompting"
  ]
}