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CalmState/gemma-3-4b-polyglot-r1
gemma-3-4b-polyglot-r1 is a image-text-to-text model from CalmState. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
<div align="center" <img src="https://raw.githubusercontent.com/andersondanieln/polyglot/main/public/images/logo-dark.svg" width="300"/ <h1Polyglot Air - Specialized Gemma 3 Fine-Tune</h1 </div
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From the Hugging Face model README
This model is a specialized fine-tune of Google's Gemma 3 4B, optimized specifically for the Polyglot Air desktop application workflow.
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.
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.
O arquivo não pode ser salvo porque o disco está cheio::enThe file cannot be saved because the disk is fullUse these suffixes at the end of your selected text to trigger specific transformations.
| 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 | Hello::zh | 你好 |
::fix | Fix grammar & spelling | i goes to skool yesterday::fix | I went to school yesterday |
::formal | Rewrite in a professional tone | Hey, send me that file asap::formal | Could you please send me that file as soon as possible? |
::casual | Rewrite in a casual/friendly tone | I acknowledge receipt of your message::casual | Got your message, thanks! |
::summary | Summarize the text | [Long Text]::summary | [Concise Summary] |
This gemma3 model was trained 2x faster with Unsloth and Huggingface's TRL library.