Persian LLM Reference

Local path: ~/Desktop/PERSIAN-LLM-REFERENCE/ — this folder is the git repo root for GitHub.

مرجع جهانی مدل‌های زبانی فارسی

The open global atlas for Persian (Farsi) language models — 61 sourced entries (v0.5.0) with verification gates and bilingual JSON.

Not a personal notebook. Not a local mirror. Online-first · community-maintained · machine-readable.

Stats (v0.5.0)

	Count
Total entries	61
Verified	48+
Measured	13
PyPI	`persian-llm-reference` 0.5.0

Why this repo exists

Existing references	What they lack	What PLR adds
Awesome Persian LLM	Links rot; no schema	Structured records + verification gates
Leaderboards (MIZAN, PartAI)	Scores only; no corpus law	Model + dataset + benchmark in one manifest
Hugging Face search	No Persian-native taxonomy	Script · corpus · curriculum · literary axes
Papers	Scattered	Indexed with `asOf` dates and primary URLs

Discovery credit: Awesome-Persian-LLM by Mohammad Heydari — verified entry awesome-persian-llm · ECOSYSTEM.md.

Live surfaces (after deploy)

Surface	URL
Atlas UI	`https://sinakazemnezhad.github.io/persian-llm-reference`
PyPI (Python client)	`https://pypi.org/project/persian-llm-reference/`
Manifest JSON	`/data/reference-manifest.json`
Raw manifest (cite in papers)	`https://raw.githubusercontent.com/sinakazemnezhad/persian-llm-reference/main/data/reference-manifest.json`
Source radar (field gaps + forecast)	`/data/source-radar.json`
Agent discovery	`/.well-known/persian-llm-reference.json`

Repository layout

Path	Role
`data/reference-manifest.json`	SSOT — all models, datasets, benchmarks
`workspace/public/`	Static site (GitHub Pages root after build)
`governance/MANIFEST_LAW.md`	Taxonomy + verification gates
`governance/METHODOLOGY.md`	Trust, axes, cite policy
`governance/POSITIONING.md`	How we beat other references
`governance/ROADMAP.md`	Full phased plan — meaningful · usable · productive · smart
`docs/PYPI_TRUSTED_PUBLISHING_SETUP.md`	PyPI OIDC publish (sourcea-boot pattern)
`pyproject.toml`	Python package · `pip install persian-llm-reference`

GitHub setup (required)

Repo: github.com/sinakazemnezhad/persian-llm-reference
Enable GitHub Pages → source: GitHub Actions
Push main branch
Site: https://sinakazemnezhad.github.io/persian-llm-reference

Python client (PyPI)

Same pattern as sourcea-boot · pypi.org/project/sourcea-boot.

pip install persian-llm-reference
plr stats
plr get persianmind-v1
plr cite
plr validate

Editable install from repo root:

cd workspace && node scripts/sync-python-manifest.mjs
pip install -e .

Python client: MIT (LICENSE-MIT)
Registry metadata: CC-BY-4.0 (LICENSE)
Publish: GitHub Release → publish-pypi workflow (trusted publishing). See docs/PYPI_TRUSTED_PUBLISHING_SETUP.md.

Build & verify

cd workspace
npm run build    # validate + copy manifest to public/
npm run e2e      # local server smoke

Verification gates

indexed → verified → measured → corpus-documented → literary

No invented scores. null until a primary source exists.

Cite

@misc{persian_llm_reference,
  title={Persian LLM Reference — Global Atlas},
  author={{Persian LLM Reference maintainers}},
  year={2026},
  version={0.5.0},
  url={https://sinakazemnezhad.github.io/persian-llm-reference},
  howpublished={\\url{https://raw.githubusercontent.com/sinakazemnezhad/persian-llm-reference/main/data/reference-manifest.json}},
  note={Check manifest generatedAt for snapshot date}
}

Also see CITATION.cff for machine-readable metadata.

Contributing

One PR = one entry + primary source URL. See governance/CONTRIBUTING.md.

License

Manifest metadata and docs: CC-BY-4.0. Each model entry retains its own license.

Download files

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Source Distribution

persian_llm_reference-0.5.0.tar.gz (21.6 kB view details)

Uploaded Aug 13, 2026 Source

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Upload date: Aug 13, 2026
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Uploaded via: twine/7.0.0 CPython/3.13.14

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The following attestation bundles were made for persian_llm_reference-0.5.0.tar.gz:

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Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
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- Sigstore integration time: Aug 13, 2026
Source repository:
- Permalink: sinakazemnezhad/persian-llm-reference@9bf95fdafd34f517f57cd50e6f53d0a84b9b1789
- Branch / Tag: refs/tags/v0.5.0
- Owner: https://github.com/sinakazemnezhad
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish-pypi.yml@9bf95fdafd34f517f57cd50e6f53d0a84b9b1789
- Trigger Event: release

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Download URL: persian_llm_reference-0.5.0-py3-none-any.whl
Upload date: Aug 13, 2026
Size: 20.7 kB
Tags: Python 3
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

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Provenance

The following attestation bundles were made for persian_llm_reference-0.5.0-py3-none-any.whl:

Publisher: publish-pypi.yml on sinakazemnezhad/persian-llm-reference

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: persian_llm_reference-0.5.0-py3-none-any.whl
- Subject digest: ef41849824953bf63747aa862ce1a23166fd23578bb37f0661ae2e6126cc19d2
- Sigstore transparency entry: 2446057138
- Sigstore integration time: Aug 13, 2026
Source repository:
- Permalink: sinakazemnezhad/persian-llm-reference@9bf95fdafd34f517f57cd50e6f53d0a84b9b1789
- Branch / Tag: refs/tags/v0.5.0
- Owner: https://github.com/sinakazemnezhad
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish-pypi.yml@9bf95fdafd34f517f57cd50e6f53d0a84b9b1789
- Trigger Event: release

Release history Release notifications | RSS feed

0.9.1

Aug 13, 2026

0.9.0

Aug 13, 2026

0.8.0

Aug 13, 2026

0.6.0

Aug 13, 2026

This release

0.5.0

Aug 13, 2026

0.4.0

Aug 13, 2026

0.3.1

Aug 13, 2026

persian-llm-reference 0.5.0

Persian LLM Reference

Stats (v0.5.0)

Why this repo exists

Live surfaces (after deploy)

Repository layout

GitHub setup (required)

Python client (PyPI)

Build & verify

Verification gates

Cite

Contributing

License

Project links

Key dates

1 maintainer

Credits

GitHub Statistics

License expression

Requires

Tags

Classifiers

Download files

Source Distribution

Built Distribution

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

Release history Release notifications | RSS feed