> Capella-Qwen3-DS-V3.1-4B is a reasoning-focused model fine-tuned on Qwen-4B using DeepSeek v3.1 synthetic traces (10K). > It specializes in random event simulations, logical problem analysis, and structured reasoning tasks. > The model blends symbolic precision, probabilistic logic, and structured output fluency—making it an ideal tool for researchers, educators, and developers working with uncertainty modeling and event-driven analysis. > [!note] > GGUF: https://huggingface.co/prithivMLmods/Capella-Qwen3-DS-V3.1-4B-GGUF Not tuned for general-purpose or creative writing Context limitations may hinder multi-document or full codebase analysis Specialized for simulations and logical reasoning—general chat may underperform Prioritizes probabilistic and logical precision over casual or emotional tone
Модальности:
Генерация текста
Области применения:
Генерация кода Математика Диалог / чат
Задача: Генерация текста
Автор: prithivMLmods
Теги: qwen3, trl, text-generation-inference, math, science, code, v3.1, stem
Лайков: 4 | Загрузок: 14
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
