R&D · Argalla

Peneira

Peneira

The normative Galician proofreader that runs on your own computer, no cloud.

Your texts never leave your device: Peneira runs locally, sending nothing to any server. And, above all, it is transparent — it explains every correction and says where it comes from. It suggests, it doesn't impose.

Beta · one-click download · works offline

What it is

A proofreader that explains

Peneira detects and corrects Castilian interference and normative errors in Galician texts, grounded in the DRAG and the RAG/ILG standard. It is meant for anyone who writes in Galician and wants normative confidence with a tool that explains, rather than correcting blindly.

How it works

A hybrid system in three layers

It combines the flexibility of a language model with the safety of deterministic rules.

01

Language model

Salamandra-7B, from the Barcelona Supercomputing Center, fine-tuned for normative Galician.

02

Ten deterministic guards

Rules that guarantee clear Castilianisms, official place names, plurals, the te/che regime, pronoun placement and more never slip through.

03

Language detector

It tells Galician from Castilian and warns you, instead of half-correcting.

Every correction is tagged with its origin (model or rule), so you know why it is suggested.

Honesty

What it does and what it doesn't

The beta ships with its numbers and its limits in plain sight.

What it does

  • Lexical Castilianisms
  • te/che regime
  • Contractions
  • Gender
  • Plurals
  • Official place names (Nomenclátor 2026)
  • Pronoun placement
  • Language detection
  • Output coherence

Limits (stated clearly)

  • It is a beta.
  • The soño/sono (semantic) distinction is not covered yet.
  • External philological review is pending.
  • It suggests; it does not replace human judgement.
Privacy

The downloadable version runs 100% on your computer: texts are never sent to any server.

The demo on this page runs in your browser (it sends the text nowhere) and is only illustrative; the real, full version is the downloadable one.

Try it

Try it right here

An interactive demonstration of what Peneira does. Type —or use the example— and see the corrections.

Peneira
Demo

Illustrative simulation (real sample corrections). The full proofreader is the downloadable version.

Download for Windows

One-click download. Unzip and double-click Peneira.bat.

Download Peneira.zip

Requirements: Windows · ~8 GB RAM recommended · space for the unzipped files.

Rigour

Open resources and numbers in plain sight

Peneira openly publishes its evaluation resources —the test set, the normative inventory and the architecture documentation— under a CC BY 4.0 licence. It is measured on a closed test set, with detection around 96%.

Developed by Argalla. Base model Salamandra (BSC, Apache-2.0) · Real Academia Galega / ILG standard · Nomenclátor 2026 place names (CC BY-SA).

Contact and error reports: info@argalla.com