FreeWeight

Measures local open-weight models across capability, efficiency, reliability and resource use, with reproducible provenance and exportable capability evidence.

Status: 1.0.0rc1 — Phases 1–11 built; M3's contract freeze. Every native suite runs and measures, subjective goals are authored, calibrated and scored from the UI, and the application exports capability evidence — one capability.evidence record per model, runtime profile, machine and capability, with ADR-0017's confidence beside the score — as a benchmark.evidence_bundle a consumer reads with setspec alone. Phases 12–14 (the shared packages, external adapters, hardening) take it to 1.0; see the development plan.

Reference documents generated from the code, checked in CI: the configuration reference and the OpenAPI snapshot.

Part of the Local AI Suite.

Install

pip install freeweight
freeweight serve

Starts on 127.0.0.1:8765 with zero configuration. See docs/apps/freeweight/spec.md §12 for the full configuration surface and FREEWEIGHT_* environment variables.

Quickstart

pip install freeweight
freeweight serve            # starts the web UI + API on 127.0.0.1:8765
freeweight health --json     # same health data the API reports, from the CLI
freeweight --help

Documentation

Project documentation lives under docs/. Start with docs/README.md.

Read this For
docs/apps/freeweight/spec.md Purpose, scope, non-goals, public contracts, configuration, acceptance criteria
docs/apps/freeweight/development-plan.md The phased build plan: goals, work, tests, acceptance criteria per phase

Development

python -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"
pre-commit install
pytest -m "not live and not performance"

See CONTRIBUTING.md for the full workflow and SECURITY.md for how to report a vulnerability.

License

Apache-2.0 — see LICENSE.

Project links

Data verified by PyPI on Aug 31, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for JPKell from gravatar.com JPKell

Credits

Author: Local AI Suite contributors

GitHub Statistics

Data verified by PyPI on Aug 31, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

Apache-2.0
View SPDX License List

Requires

Python >=3.12

Provides Extra

dev postgresql

Classifiers

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

freeweight-1.0.0.tar.gz (1.7 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

freeweight-1.0.0-py3-none-any.whl (945.2 kB view details)

Uploaded Python 3

File details

Details for the file freeweight-1.0.0.tar.gz.

File metadata

  • Download URL: freeweight-1.0.0.tar.gz
  • Upload date:
  • Size: 1.7 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for freeweight-1.0.0.tar.gz
Algorithm Hash digest
SHA256 44ebcc7c96ed14a88693ff266de52778e7d4bcc22c938b7977810176cf62b61e
MD5 9633e6b9346f33ba4e005e289fd58b6f
BLAKE2b-256 9d2ef6a2a7549eb8f69a8c449bbb9b68a4b7d9d7bdb533c6f2adf55f96e7a5ea

See more details on using hashes here.

Provenance

The following attestation bundles were made for freeweight-1.0.0.tar.gz:

Publisher: release.yml on JPKell/FreeWeight

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file freeweight-1.0.0-py3-none-any.whl.

File metadata

  • Download URL: freeweight-1.0.0-py3-none-any.whl
  • Upload date:
  • Size: 945.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for freeweight-1.0.0-py3-none-any.whl
Algorithm Hash digest
SHA256 956074cc44869d3b3012e66ecb36d6334e2e26c9d5e6d9c5fa55f63d200386f1
MD5 d00155c484522aa7dfd7acf86a174a78
BLAKE2b-256 5d65a1672842f4d497434382dfd86b13ca86d3abdaca48a06117bb1a97eec68e

See more details on using hashes here.

Provenance

The following attestation bundles were made for freeweight-1.0.0-py3-none-any.whl:

Publisher: release.yml on JPKell/FreeWeight

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Release history Release notifications | RSS feed

This release

1.0.0 This release

2 files

Pre-release

1.0.0rc1

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page