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Model quantizing on Linux and CUDA v1.0.0

Use this resource to develop a model quantizing pipeline on Linux with CUDA or ROCm

New

  • 191 downloads
  • 223 likes
  • 243 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install cuda-model-quantizing-rule

First time: connect the CLI with

npx --yes palatekit@latest login

Cursor follows the principles of the srt-model-quantizing project: simple setup, clear errors with suggested fixes, and up-to-date documentation and progress tracking. The pipeline targets Linux servers and supports CUDA and ROCm.

Mostly picked by

Updated November 2, 2026

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Details

Works in
Install guides
Generates with
Your agent's model
Licence
CC0-1.0

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What you get

  • The .mdc file (in English): project goals, development principles and agent alignment
  • A reminder to keep the README and progress file current

Good fit for

  • A Linux GPU server that prepares quantized models
  • An open-source project that must stay simple to run

Not for

    Tags

    • cuda
    • python
    • hugging face

    About

    You say

    “Add a clear check for when a model cannot be quantized.”

    Card for “Model quantizing on Linux and CUDA”

    Rule published by PatrickJS under the CC0-1.0 license, delivered in its original version.

    Show more

    How to use it

    1. Copy the .mdc file into your project's .cursor/rules/ folder
    2. Ask Cursor to develop a model quantizing pipeline on Linux with CUDA or ROCm
    3. Adjust the rule to your conventions

    Content preview

    Files

    • cuda-model-quantizing-rule.mdc2.2 KB
    • LICENSE6.5 KB
    • NOTICE-PALATEKIT.md0.5 KB

    Origin and licence

    Listed unmodified

    Author
    PatrickJS
    Source
    github.com/PatrickJS/awesome-cursorrules/blob/b044f956f021b6e8877f16781bcfc466a6a120e9/rules/linux-nvidia-cuda-python-cursorrules-prompt-file.mdc
    Licence
    CC0-1.0

    Notice

    « linux-nvidia-cuda-python-cursorrules-prompt-file » (PatrickJS, CC0-1.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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