{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "unslothai-unsloth--run-and-train-models-in-desktop-app",
 "repo": "unslothai/unsloth",
 "repo_url": "https://github.com/unslothai/unsloth",
 "repo_slug": "unslothai-unsloth",
 "title": "Run and fine-tune open models from a desktop app",
 "page_title": "Unsloth desktop app: run and fine-tune LLMs locally",
 "summary": "Install the Unsloth desktop app and run or train models through a local UI.",
 "who": "A developer who wants to fine-tune a model without writing training scripts.",
 "problem": "Fine-tuning usually needs custom notebooks and environment setup.",
 "outcome": "A local app for running and training models.",
 "steps": [
  "Install with `brew install --cask unsloth` or `winget install --id UnslothAI.Unsloth -e`",
  "Open Unsloth Desktop",
  "Pick a model to run",
  "Start a training job from the UI"
 ],
 "agent_prompt": "Install unslothai/unsloth, run <model> in the desktop app, and start a short fine-tune on <dataset>. Report training progress and where outputs are saved.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "Training speed and model size limits depend on your GPU.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "Windows, macOS or Linux, or Docker",
  "A GPU for training"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/unslothai-unsloth/run-and-train-models-in-desktop-app/",
 "md": "https://dedupedai.com/use-cases/unslothai-unsloth/run-and-train-models-in-desktop-app/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/unslothai-unsloth--run-and-train-models-in-desktop-app.json",
 "api_version": "v1"
}