Overview
This model, llmfan46/Magistral-Small-2509-ultra-uncensored-heretic-v2, is a decensored variant of Mistral AI's 24-billion parameter Magistral-Small-2509. It was developed using the Heretic v1.2.0 tool, specifically employing the Arbitrary-Rank Ablation (ARA) method to modify its behavior. The primary goal of this modification is to drastically reduce content refusals while maintaining the original model's performance.
Key Differentiators
- Significantly Reduced Refusals: Achieves a refusal rate of only 3/100, a substantial improvement over the original model's 92/100, making it highly "uncensored."
- Preserved Quality: Despite decensoring, the model maintains a low KL divergence of 0.0493, indicating minimal degradation of the original model's capabilities, coherence, and reasoning ability.
- Enhanced Reasoning: Inherits the Magistral-Small-2509's advanced reasoning capabilities, including the ability to show its thinking process using
[THINK]...[/THINK] tags. - Multimodal and Multilingual: Supports vision inputs, allowing it to analyze images and reason based on visual content, and is proficient in dozens of languages.
- Large Context Window: Features a 128k context window, recommended for optimal performance up to 40k tokens.
Ideal Use Cases
- Applications requiring a highly permissive and uncensored language model.
- Tasks demanding complex reasoning and problem-solving, especially where the thinking process is beneficial.
- Multilingual content generation and understanding.
- Multimodal applications that involve both text and image analysis.