mlx-knife/CONTRIBUTING.md

Contributing to MLX Knife

First off, thank you for considering contributing to MLX Knife! It's people like you who make MLX Knife such a great tool for the Apple Silicon ML community.

🦫 About The BROKE Team

We're a small team passionate about making MLX models accessible and easy to use on Apple Silicon. We welcome contributions from everyone who shares this vision.

2.0 Stable – Contributor Notes

• Code path: mlxk2/ (entry points: mlxk, mlxk-json, mlxk2)
• Default output: Human-friendly tables/text; pass --json for machine-readable JSON API
• Full feature parity: All commands available (list, health, show, pull, rm, run, serve)
• Tests: Primary suite is tests_2.0/ (see pytest.ini)
• Human output options:
  • list: --all (all frameworks), --health (add column), --verbose (full org/model names)
  • Compact default: MLX-only, compact names (strip mlx-community/), no Framework column
• Cache safety: Tests use isolated temp caches; read-only ops are safe; coordinate pull/rm when using a shared user cache
• Spec discipline: JSON schema/spec changes require a version bump in mlxk2/spec.py (see docs/)

How Can I Contribute?

Reporting Bugs

Before creating bug reports, please check existing issues to avoid duplicates. When you create a bug report, include as many details as possible:

• Use a clear and descriptive title
• Describe the exact steps to reproduce the problem
• Provide specific examples (commands, model names, error messages)
• Describe the behavior you observed and expected
• Include your system info (macOS version, Python version, Apple Silicon chip)

Suggesting Enhancements

Enhancement suggestions are tracked as GitHub issues. When creating an enhancement suggestion:

• Use a clear and descriptive title
• Provide a detailed description of the suggested enhancement
• Explain why this enhancement would be useful to MLX Knife users
• List some examples of how it would be used

Pull Requests

1. Fork the repository and create your branch from main
2. If you've added code, add tests that cover your changes
3. Ensure the test suite passes locally: pytest tests_2.0/ -v
4. Make sure your code follows the existing style: ruff check mlxk2/ --fix
5. Write a clear commit message
6. Open a Pull Request with a clear title and description

Development Setup

# Clone your fork
git clone https://github.com/mzau/mlx-knife.git
cd mlx-knife

# Install in development mode
pip install -e .

# Download a test model (required for full test suite)
mlxk pull mlx-community/Phi-3-mini-4k-instruct-4bit

# Run tests (2.0 default)
pytest tests_2.0/ -v

# Check code style (2.0)
ruff check mlxk2/
mypy mlxk2/

# Test with a real model
mlxk run Phi-3-mini "Hello world"

Repository Structure

Understanding what goes where:

Repository structure:
├── mlxk2/                       # 2.0 implementation (→ PyPI via mlxk-json)
├── tests_2.0/                   # 2.0 test suite
├── docs/                        # Documentation / ADRs
├── README.md                    # User documentation
├── CONTRIBUTING.md              # This file
├── TESTING.md                   # Testing guide
├── pyproject.toml               # Build configuration (dynamic version, optional test deps)
└── requirements.txt             # Dev/test dependencies

What goes where:

• PyPI Package: Only mlxk2/ + pyproject.toml (optional dependencies excluded from release wheel)
• GitHub Repository: Everything else (documentation, tests, web interface)

This helps ensure contributors commit files to the right place and understand the package vs. repository distinction.

Testing Requirements

Important: MLX Knife requires Apple Silicon hardware for testing. Tests must be run locally on M1/M2/M3 Macs.

Why Local Testing?

• MLX framework only runs on Apple Silicon
• Tests use real MLX models (4GB+) for realistic validation
• This ensures tests reflect actual usage, not mocked behavior
• Standard practice for MLX projects

Running Tests

Prerequisites:

1. Apple Silicon Mac (M1/M2/M3)
2. Python 3.9 or newer
3. At least one MLX model installed:

   mlxk pull mlx-community/Phi-3-mini-4k-instruct-4bit
   

Test Commands:

# Run all tests
pytest

For detailed testing options, troubleshooting, and advanced workflows, see TESTING.md.

Before Submitting PRs

Please ensure all tests pass locally:

# Complete test workflow
ruff check mlxk2/ --fix         # Fix code style
mypy mlxk2/                     # Check types
pytest -v                       # Run all 2.0 tests

Since we don't have CI/CD (MLX requires Apple Silicon), we rely on contributors to verify their changes locally. Please mention in your PR:

• Which Python version you tested with
• Which Mac model you tested on (M1/M2/M3)
• Test results summary

Python Version Requirements

Minimum: Python 3.9 (the native macOS version on Apple Silicon)

We prioritize compatibility with:

• Python 3.9: Native macOS version - MUST work
• Newer versions: Should work, but 3.9 is our baseline

You don't need to test on all Python versions! Just test with what you have:

• If you have native macOS Python 3.9: Perfect! That's our main target
• If you have a newer version: Great, test with that
• Multiple versions installed? Bonus, but not required

Mention your Python version in the PR description.

Development Workflow

1. Before starting work:

   • Check if an issue exists for your change
   • If not, open an issue to discuss the change
   • For major changes, wait for feedback before starting

2. While working:

   • Keep changes focused and atomic
   • Write descriptive commit messages
   • Add/update tests as needed
   • Update documentation if needed

3. Before submitting:

   • Run the full test suite locally: pytest -v
   • Run code quality checks: ruff check mlxk2/ --fix
   • Test with YOUR Python version (3.9+ required)
   • Update README.md if you've added features

Testing

MLX Knife has comprehensive test coverage. For detailed testing documentation including advanced options, test structure, and troubleshooting, see TESTING.md.

When adding new tests: Please update the test structure documentation in TESTING.md if you add new test files or categories.

Spec Version Discipline (JSON API)

If you change the JSON API spec or schema, bump the spec version and keep code/tests in sync.

• Spec files: docs/json-api-specification.md, docs/json-api-schema.json
• Version constant: mlxk2/spec.py → JSON_API_SPEC_VERSION
• Guard script: scripts/check-spec-bump.sh

Usage examples:

# Local check against main
scripts/check-spec-bump.sh origin/main

# Bypass for editorial-only changes
SPEC_BUMP_BYPASS=1 scripts/check-spec-bump.sh origin/main

CI suggestion (GitHub Actions step):

- name: Check JSON API spec bump
  run: |
    git fetch origin main --depth=1
    scripts/check-spec-bump.sh origin/main

Bypass tokens (commit message): [no-spec-bump] or [skip-spec-bump] for formatting-only edits.

Code Style

• We use ruff for formatting and linting
• Type hints are encouraged (checked with mypy)
• Follow existing patterns in the codebase
• IMPORTANT: Keep Python 3.9 compatibility!
  • Prefer typing.Optional/typing.Union over | syntax
  • Import from typing for hints
  • Test with native macOS Python if possible

Documentation

• Update docstrings for new functions/classes
• Update README.md for user-facing changes
• Keep CLI help text (--help) up to date
• Add comments for complex logic

Recognition

Contributors who submit accepted PRs will be:

• Added to a CONTRIBUTORS.md file (once we have contributors!)
• Mentioned in release notes
• Forever part of MLX Knife history 🦫

Questions?

Feel free to open an issue with the "question" label or start a discussion. We're here to help!

License

Important: MLX Knife 2.0+ is licensed under the Apache License, Version 2.0.

By contributing to MLX Knife, you agree that:

1. Your contributions will be licensed under the Apache License, Version 2.0
2. You have the right to contribute the code under these terms
3. You grant the project maintainers a perpetual, worldwide, non-exclusive, royalty-free license to use, reproduce, modify, and distribute your contributions

Legacy 1.x versions (MIT License) are maintained in the 1.x-legacy branch for reference only. All new contributions go to the main branch (Apache 2.0).

We recommend including a Developer Certificate of Origin (DCO) "Signed-off-by" line in your commits:

git commit -s -m "Your commit message"

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Thank you for contributing to MLX Knife!

Every contribution, no matter how small, makes a difference. Whether it's fixing a typo, adding a test, or implementing a new feature - we appreciate your time and effort.