{
 "schema_version": 1,
 "generated": "2026-10-24",
 "repo": "unslothai/unsloth",
 "name": "unsloth",
 "owner": "unslothai",
 "slug": "unslothai-unsloth",
 "github": "https://github.com/unslothai/unsloth",
 "what": "Unsloth is a desktop app and toolkit to run and train LLMs and diffusion models locally, supporting GGUF and MLX models, with installers for Windows, macOS, Linux and Docker.",
 "why": "78k stars",
 "language": "Python",
 "requirements": [
  "Windows, macOS or Linux, or Docker",
  "A GPU for training"
 ],
 "audience_note": "Developers and ML hobbyists who want to run or fine-tune open models on their own hardware.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/unslothai-unsloth/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "unslothai-unsloth--run-and-train-models-in-desktop-app",
   "title": "Run and fine-tune open models from a desktop app",
   "best": true,
   "url": "https://dedupedai.com/use-cases/unslothai-unsloth/run-and-train-models-in-desktop-app/",
   "json": "https://dedupedai.com/use-cases/u/unslothai-unsloth/run-and-train-models-in-desktop-app.json"
  },
  {
   "id": "unslothai-unsloth--launch-claude-code-on-local-unsloth-model",
   "title": "Run Claude Code on a local quantized model",
   "best": false,
   "url": "https://dedupedai.com/use-cases/unslothai-unsloth/launch-claude-code-on-local-unsloth-model/",
   "json": "https://dedupedai.com/use-cases/u/unslothai-unsloth/launch-claude-code-on-local-unsloth-model.json"
  },
  {
   "id": "unslothai-unsloth--run-unsloth-in-docker",
   "title": "Run Unsloth in Docker on a GPU server",
   "best": false,
   "url": "https://dedupedai.com/use-cases/unslothai-unsloth/run-unsloth-in-docker/",
   "json": "https://dedupedai.com/use-cases/u/unslothai-unsloth/run-unsloth-in-docker.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."
}