{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "alexsjones-llmfit--benchmark-model-speed-on-your-machine",
 "repo": "AlexsJones/llmfit",
 "repo_url": "https://github.com/AlexsJones/llmfit",
 "repo_slug": "alexsjones-llmfit",
 "title": "Measure real tokens per second on your hardware",
 "page_title": "How to measure real tokens per second on your hardware with llmfit",
 "summary": "Download, serve and benchmark a model from the TUI, then optionally share results.",
 "who": "A hobbyist comparing models on a home GPU.",
 "problem": "Published speed numbers rarely match your hardware.",
 "outcome": "Measured tok/s saved locally that replace estimates.",
 "steps": [
  "Open the llmfit TUI",
  "Choose a model to download and serve",
  "Run the benchmark",
  "Optionally contribute results as a PR from the TUI"
 ],
 "agent_prompt": "Use llmfit to benchmark <model> on this machine and report measured tokens per second versus the estimate.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "Benchmarks download full models, which can be many gigabytes.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "rust",
 "requirements": [
  "macOS, Windows, Linux or Docker"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/alexsjones-llmfit/benchmark-model-speed-on-your-machine/",
 "md": "https://dedupedai.com/use-cases/alexsjones-llmfit/benchmark-model-speed-on-your-machine/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 The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong.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/alexsjones-llmfit--benchmark-model-speed-on-your-machine.json",
 "api_version": "v1"
}