{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "foreverblue816-prismquant--validate-fork-with-release-tests",
 "repo": "ForeverBlue816/PrismQuant",
 "repo_url": "https://github.com/ForeverBlue816/PrismQuant",
 "repo_slug": "foreverblue816-prismquant",
 "title": "Check a Prism Quant fork with the release test suite",
 "page_title": "How to check a Prism Quant fork with the release test suite with Prism Quant",
 "summary": "Install the dev extras and run pytest to confirm algebra, loading and generation checks pass.",
 "who": "A maintainer who forked Prism Quant or changed its quantization code and needs evidence the core behavior still holds.",
 "problem": "After editing rotation or quantization code, it is unclear whether the numerical properties the project relies on still hold.",
 "outcome": "A clean pytest run covering the repo's algebra, metadata, loading and generation checks, with the scope documented in docs/validation.md.",
 "steps": [
  "Clone the repo with `git clone --depth 1 https://github.com/ForeverBlue816/PrismQuant.git` and enter the folder with `cd PrismQuant`.",
  "Install the development extras with `pip install -e '.[dev]'`.",
  "Run `pytest -q` and note any failing tests.",
  "Open docs/validation.md to see which numerical checks the tests cover and which they do not.",
  "Record which of your changes the passing tests do not cover, and add tests for those areas."
 ],
 "agent_prompt": "Clone https://github.com/ForeverBlue816/PrismQuant, run pip install -e '.[dev]' and then pytest -q. Report the pass and fail counts, then read docs/validation.md and list the areas of <changed_module> that the tests do not cover.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "Passing the release tests shows the packaged checks hold, not that a modified kernel or new model is accurate on the paper's benchmarks.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.10 or newer",
  "A PyTorch installation that matches your CUDA version",
  "Internet access to clone the repo and download Hugging Face checkpoints",
  "Enough GPU or system memory for the chosen model size (see docs/models.md)"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/foreverblue816-prismquant/validate-fork-with-release-tests/",
 "md": "https://dedupedai.com/use-cases/foreverblue816-prismquant/validate-fork-with-release-tests/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/foreverblue816-prismquant--validate-fork-with-release-tests.json",
 "api_version": "v1"
}