MuXodious/MS3.2-24B-Magnum-Diamond-PaperWitch-heresy

Hugging Face
TEXT GENERATIONConcurrent Unit Cost:2Model Size:24BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Feb 19, 2026License:apache-2.0Architecture:Transformer0.0K Open Weights Featherless Exclusive Warm

MuXodious/MS3.2-24B-Magnum-Diamond-PaperWitch-heresy is a 24 billion parameter fine-tuned model based on Mistral-Small-3.2-24B-Instruct-2506, developed by MuXodious. This model was created using P-E-W's Heretic abliteration engine with Magnitude-Preserving Orthogonal Ablation. It is specifically optimized for creative writing and roleplay, aiming to emulate the prose style of Claude 3 Sonnet/Opus models at a consumer-friendly scale, and supports a 32768 token context length.

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Model Overview

MuXodious/MS3.2-24B-Magnum-Diamond-PaperWitch-heresy is a 24 billion parameter model fine-tuned from Mistral-Small-3.2-24B-Instruct-2506. It was developed by MuXodious using P-E-W's Heretic abliteration engine, specifically with Magnitude-Preserving Orthogonal Ablation. The model aims to reproduce the prose style and quality of Claude 3 Sonnet/Opus models at a smaller, more accessible scale.

Key Capabilities

  • Creative Writing & Roleplay: Optimized to generate high-quality, engaging prose for creative writing and roleplay scenarios.
  • Claude-like Style: Designed to emulate the distinctive writing style often seen in Claude 3 models.
  • Context Length: Supports a substantial context window of 32768 tokens.
  • Prompt Format: Utilizes the Mistral v7 Tekken prompt format, with optional prefill for roleplay.

Heretication Results

The model underwent a "heretication" process, resulting in a refusal rate of 16/100 and a KL Divergence of 0.0384, indicating a controlled modification from its base model.

Intended Use Cases

  • Creative Story Generation: Ideal for generating narratives, character dialogues, and descriptive passages.
  • Interactive Roleplay: Suitable for applications requiring dynamic and engaging roleplay interactions.

Limitations

  • May exhibit biases similar to contemporary LLM-based roleplay models and the Claude 3 series.
  • Not intended for factual information or advice; outputs should be considered fictional.