Polyglot r2

This model is a specialized fine-tune of Qwen-3 4b, optimized specifically for the Polyglot Air desktop application workflow. This version was trained on a dataset approximately 4 times larger than its predecessor, significantly expanding its range of commands and improving the accuracy of its responses.

It has been trained to strictly adhere to suffix-based commands, ensuring instant, clean, and direct responses without conversational filler, hallucinations, or "Here is the translation" preambles.

🎯 Purpose

The default chat models often struggle with context switching when presented with short strings followed by a command (e.g., text::en). They might explain the translation or chat with the user.

This model is fine-tuned to treat the ::suffix as a strict instruction code.

  • Input: O arquivo não pode ser salvo porque o disco está cheio::en
  • Output: The file cannot be saved because the disk is full

⚡ Suffix Command Table

Use these suffixes at the end of your selected text to trigger specific transformations.

Translation

Suffix Action Example Input Model Output
::en Translate to English Bom dia::en Good morning
::pt Translate to Portuguese (Portugal) Good morning::pt Bom dia
::ptbr Translate to Portuguese (Brazil) The bus is coming::ptbr O ônibus está vindo
::es Translate to Spanish Hello friend::es Hola amigo
::zh Translate to Chinese (Simplified) Hello::zh 你好

Tone & Style Adjustment

Suffix Action Example Input Model Output
::fix Fix spelling and grammar i goes to skool yesterday::fix I went to school yesterday
::formal Rewrite in a professional/formal tone Hey, send me that file asap::formal Could you please send me that file as soon as possible?
::casual Rewrite in a casual tone I acknowledge receipt of your message::casual Got your message, thanks!
::informal Rewrite in a slang/informal tone That is very interesting::informal That's pretty cool
::polite Make polite I need the report now.::polite Could you please provide the report when you have a moment?
::technical Make technical The computer is broken.::technical The CPU is experiencing a critical hardware failure.
::creative Make creative The sun set.::creative The sun painted the sky in hues of fire and gold.
::business Make business-oriented We should sell more.::business We must optimize our sales funnel to increase revenue.
::news Rewrite in a news style A car crashed on the main street.::news A vehicular collision occurred on Main Street earlier today.
::social Rewrite in a social media style I'm launching a new product.::social 🔥 BIG NEWS! So excited to launch our new product! #launch #new

Content & Structure Manipulation

Suffix Action Example Input Model Output
::summarize Summarize the text [Long Text]::summarize [Concise Summary]
::expand Expand / add details The project was a success.::expand The project was a resounding success, exceeding all initial expectations.
::elaborate Elaborate / add details She was happy.::elaborate A wide smile spread across her face, and her eyes sparkled with joy.
::simplify Simplify the text The confluence of factors precipitated this.::simplify Many things caused this to happen.
::concise Make concise Due to the fact that it was raining, we left.::concise We left because it was raining.
::toQuestion Transform into a question The report is due tomorrow.::toQuestion Is the report due tomorrow?
::toStatement Transform into a statement Should we start the project?::toStatement We should start the project.

🚀 How to use with Polyglot Air

  1. Download this model (or the GGUF version if available).
  2. Add it to your Ollama library.
  3. Open Polyglot Air.
  4. Go to Settings > Model and select this model.
  5. Enjoy seamless, instruction-following transformations.

Uploaded finetuned model

  • Developed by: CalmState
  • License: apache-2.0
  • Finetuned from model : unsloth/Qwen3-4B-Instruct-2507

This qwen3 model was trained 2x faster with Unsloth and Huggingface's TRL library.

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