👹 LittleMonster — 12B Reasoner (v2)

A dynamically reasoning, restriction-free 12B language model built on Gemma 3

GGUF VERSION: mfielding92/littlemonster-reasoning-12B-QKVO-heretic-GGUF

[!IMPORTANT] Model Updated — 03/02/2026: If you downloaded this model before this date, please re-download for enhanced prompt alignment and improved "enthusiasm" when engaging with discussion topics.

📖 Overview

LittleMonster is part of a work-in-progress family of models (4B coming soon!) designed to deliver thorough reasoning without heavy restrictions. This 12B variant has undergone multiple iterative stages of fine-tuning and heretic processing to reach its current state.

✨ Key Features

• 🧠 Dynamic Reasoning — The model intelligently determines whether step-by-step reasoning is necessary on a per-request basis, adapting to the complexity of each task.
• 🔓 Restriction-Free — Multiple rounds of heretic/abliteration processing produce a model that engages openly with a wide range of topics.
• ⚡ Efficient Training — Trained 2× faster using Unsloth and Hugging Face's TRL library.

💡 Usage Tips

[!TIP] For best results on sensitive or controversial topics that the model is not responding well to, ease into the conversation with your first message before introducing the main subject.

Example: "Hey, I got a question regarding something personal but I just wanted to make sure it's ok first before I ask you."

🔧 Model Details

Training Data

🗣️ Feedback

Your feedback is invaluable for improving future versions! Please share any issues, observations, or suggestions in the Community tab. Thank you! 🙏