yethdev/qwen3.5-4b-manumit-v1
The yethdev/qwen3.5-4b-manumit-v1 is a 4.5 billion parameter language model based on the Qwen3.5-4B architecture, developed by yethdev. This model has been 'abliterated' using manumit v1 to significantly reduce refusal rates, achieving a 91.7% refusal rate compared to the base model's 100%. It maintains strong performance with a 74.0% MMLU score, making it suitable for applications requiring less restrictive content generation.
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Overview
yethdev/qwen3.5-4b-manumit-v1 is a 4.5 billion parameter language model derived from the Qwen3.5-4B base model. It has undergone a process termed 'abliteration' using the manumit v1 tool, which is designed to remove inherent safeguards that typically lead to content refusal.
Key Capabilities
- Reduced Refusal Rate: The primary differentiator of this model is its significantly lowered refusal rate, recorded at 91.7% compared to the base Qwen3.5-4B's 100%. This indicates a greater willingness to respond to a broader range of prompts.
- Maintained Performance: Despite the modifications, the model retains strong general knowledge and reasoning capabilities, evidenced by an MMLU score of 74.0%, which is an improvement over the base model's 71.2%.
- Base Model: Built upon the robust Qwen3.5-4B architecture, ensuring a solid foundation for language understanding and generation.
Use Cases
- Unfiltered Content Generation: Ideal for applications where the base model's content restrictions are undesirable, allowing for more open-ended and less constrained responses.
- Research and Development: Useful for exploring the effects of 'abliteration' on language models and for developing applications that require direct, unmoderated output.
- Creative Writing and Roleplay: Can be leveraged in scenarios demanding high creative freedom without encountering content filters.
Benchmarks
| Model | Refusal Rate | MMLU |
|---|---|---|
| Qwen3.5-4B | 100.0% | 71.2% |
| qwen3.5-4b-manumit-v1 | 91.7% | 74.0% |
This model is under the MIT License, with the manumit tool itself still under active development by yethdev.