mfielding92

littlemonster-reasoning-12B-QKVO-heretic-HF

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README

License: apache-2.0

📖 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

Table
Property	Details
Developer	mfielding92
Base Model	gemma-3-12b-it-heretic (by p-e-w)
Architecture	Gemma 3 — 12B parameters
License	Apache 2.0
Language	English
Model Type	Causal LM — Text Generation / Reasoning

Training Data

Table
Dataset	Purpose
`mfielding92/LittleMonster`	Core personality & behavior alignment
`mfielding92/gemini-3.1-pro-2048-reasoning-1100x`	Reasoning capability enhancement
`mfielding92/LittleMonster-reasoning`	Supplementary reasoning data

🗣️ Feedback

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

Model provider

mfielding92

Model tree

Base

p-e-w/gemma-3-12b-it-heretic

Fine-tuned

this model

Modalities

Input

Text

Output

Text