{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "Continuum-AI-Corp/OrcaBonsai-27B-Uncensored",
 "name": "OrcaBonsai-27B-Uncensored",
 "owner": "Continuum-AI-Corp",
 "slug": "continuum-ai-corp-orcabonsai-27b-uncensored",
 "github": "https://github.com/Continuum-AI-Corp/OrcaBonsai-27B-Uncensored",
 "what": "A runtime refusal-direction ablation layer that changes the behavior of the bit-identical Ternary Bonsai 2 27B model without modifying or re-quantizing its weights.",
 "why": "",
 "language": "Python",
 "requirements": [
  "An Apple Silicon Mac with MLX, as the README describes",
  "Python with pip to install requirements.txt",
  "The original prism-ml/Ternary-Bonsai-2-27B-mlx-2bit pack, which you supply yourself"
 ],
 "audience_note": "Written for ML researchers and engineers on Apple Silicon who want to measure refusal behavior on one fixed compressed model.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/continuum-ai-corp-orcabonsai-27b-uncensored/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "continuum-ai-corp-orcabonsai-27b-uncensored--compare-refusal-with-and-without-ablation",
   "title": "Compare refusal behavior with and without ablation",
   "best": true,
   "url": "https://dedupedai.com/use-cases/continuum-ai-corp-orcabonsai-27b-uncensored/compare-refusal-with-and-without-ablation/",
   "json": "https://dedupedai.com/use-cases/u/continuum-ai-corp-orcabonsai-27b-uncensored/compare-refusal-with-and-without-ablation.json"
  },
  {
   "id": "continuum-ai-corp-orcabonsai-27b-uncensored--verify-ablation-wiring-before-evaluating",
   "title": "Confirm the ablation hooks fire before evaluating",
   "best": false,
   "url": "https://dedupedai.com/use-cases/continuum-ai-corp-orcabonsai-27b-uncensored/verify-ablation-wiring-before-evaluating/",
   "json": "https://dedupedai.com/use-cases/u/continuum-ai-corp-orcabonsai-27b-uncensored/verify-ablation-wiring-before-evaluating.json"
  },
  {
   "id": "continuum-ai-corp-orcabonsai-27b-uncensored--sweep-alpha-to-map-partial-ablation",
   "title": "Sweep alpha values to map partial ablation strength",
   "best": false,
   "url": "https://dedupedai.com/use-cases/continuum-ai-corp-orcabonsai-27b-uncensored/sweep-alpha-to-map-partial-ablation/",
   "json": "https://dedupedai.com/use-cases/u/continuum-ai-corp-orcabonsai-27b-uncensored/sweep-alpha-to-map-partial-ablation.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}