Model Overview
DavidAU's gemma-3-12b-it-vl-Kimi-V2-Heretic-Uncensored-Thinking is a 12 billion parameter Gemma fine-tune, distinguished by its fully uncensored and deep thinking capabilities. Developed using the Kimi V2 reasoning dataset and Unsloth, this model is engineered to provide direct, detailed, and unconstrained responses across various tasks.
Key Capabilities & Features
- Uncensored Output: Designed to generate content without refusals, including potentially sensitive or explicit material, though it may require explicit directives for highly graphic or specific content.
- Deep Reasoning: Incorporates a "deep thinking" logic, enhancing general model operation, output generation, and image processing. Reasoning is stable across a wide temperature range (.1 to 2.5).
- Extended Context: Features a substantial 128k context window.
- Flexible Activation: Thinking can be activated automatically, via system prompts, or by explicitly using "think deeply: prompt".
- Benchmark Performance: Shows competitive performance across various benchmarks, with notable improvements over its uncensored base model in areas like Hellaswag and PIQA.
- Low KL Divergence: Achieves a KL divergence of 0.0826, indicating minimal damage to the original model's distribution despite significant de-censoring (7/100 refusals compared to 98/100 in the original).
When to Use This Model
This model is ideal for use cases requiring:
- Unrestricted Content Generation: For applications where censorship or refusal to generate specific content types is undesirable.
- Enhanced Reasoning: When detailed, logical thought processes are critical for generating accurate and comprehensive outputs.
- Creative & Roleplay Scenarios: Its uncensored nature and reasoning capabilities make it suitable for complex narrative generation or character-driven interactions.
- Image Processing: Benefits from the integrated reasoning for improved image-related tasks.
Optional system prompts and a dedicated "chat-template-thinking.jinja" are available for fine-tuning reasoning activation and output style, including options for specific personas like "The Joker".