text transformation

  • Polyglot-r2: Suffix-Based Text Transformation


    I released Polyglot-r2 (Qwen3-4B fine-tune): Suffix-based text transformation without system promptsPolyglot-r2 is an updated version of a fine-tuned model based on Qwen3-4B, designed to perform deterministic text transformations using suffixes without the need for prompt engineering. By appending specific suffixes to input strings, users can execute various text operations, such as language translation and tone adjustments, across multiple languages including Portuguese, English, Spanish, and Chinese. The latest revision introduces Suffix Chaining, allowing multiple transformations in a single pass, and has tripled the dataset size for improved performance. This model is integrated into an open-source desktop utility, enabling users to perform text transformations efficiently with global hotkeys. Why this matters: This innovation simplifies text transformation tasks, making them more accessible and efficient by eliminating the need for complex prompt engineering.

    Read Full Article: Polyglot-r2: Suffix-Based Text Transformation