DavidAU/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Lite-Preview-Distill-Heretic-Abliterated

Hugging Face
TEXT GENERATIONConcurrency Cost:1Model Size:4BQuant:BF16Ctx Length:32kPublished:Dec 9, 2025Architecture:Transformer0.0K Warm

DavidAU/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Lite-Preview-Distill-Heretic-Abliterated is an uncensored variant of a Qwen3-based model, processed using the Heretic v1.0.1 method to achieve a 1/100 refusal rate and 0.00 KL divergence. This model is designed for unrestricted content generation across all use cases, offering a 256k context length. It prioritizes freedom of expression and honest, uncensored responses, making it suitable for diverse applications without content limitations.

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Uncensored Qwen3-Based Model for Unrestricted Content Generation

DavidAU/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Lite-Preview-Distill-Heretic-Abliterated is a Qwen3-based model that has undergone a "de-censoring" process using the Heretic v1.0.1 method. This process aims to remove content refusals while preserving the model's original quality.

Key Characteristics

  • Abliterated/Uncensored: Achieves a significantly low refusal rate of 1/100, down from an original 53/100, ensuring the model answers honestly and without judgment.
  • High Fidelity: Maintains a KL divergence of 0.00, indicating that the de-censoring process has not damaged the model's root state or performance.
  • Extended Context: Features a 256k context length, allowing for processing and generation of longer texts.
  • Flexible Content Generation: Designed to generate content across all use cases, including potentially sensitive or explicit topics, without inherent refusals.

Usage Considerations

While uncensored, the model may require explicit direction (e.g., specifying slang or graphic terms) to generate content at desired levels of intensity for certain topics. This model is part of the broader "Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic-NEO" initiative, emphasizing user freedom and control. Users can adjust settings like "Smoothing_factor" (1.5 recommended) in interfaces like KoboldCpp or oobabooga for smoother operation, especially for chat and roleplay scenarios.

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