---
base_model: unsloth/Qwen3.5-27B
tags:
- text-generation-inference
- transformers
- unsloth
- qwen3_5
- heretic
- uncensored
- decensored
- abliterated
license: apache-2.0
language:
- en
---
# This is a decensored version of [ayunami2000/Qwen3.5-27B-ayun](https://huggingface.co/ayunami2000/Qwen3.5-27B-ayun), made using [Heretic](https://github.com/p-e-w/heretic) v1.2.0

## Abliteration parameters

| Parameter | Value |
| :-------- | :---: |
| **direction_index** | 27.33 |
| **attn.o_proj.max_weight** | 1.31 |
| **attn.o_proj.max_weight_position** | 41.00 |
| **attn.o_proj.min_weight** | 0.65 |
| **attn.o_proj.min_weight_distance** | 35.05 |
| **mlp.down_proj.max_weight** | 1.49 |
| **mlp.down_proj.max_weight_position** | 43.60 |
| **mlp.down_proj.min_weight** | 1.48 |
| **mlp.down_proj.min_weight_distance** | 28.66 |

## Performance

| Metric | This model | Original model ([ayunami2000/Qwen3.5-27B-ayun](https://huggingface.co/ayunami2000/Qwen3.5-27B-ayun)) |
| :----- | :--------: | :---------------------------: |
| **KL divergence** | 0.0707 | 0 *(by definition)* |
| **Refusals** | 6/100 | 96/100 |

-----


# Uploaded finetuned  model

- **Developed by:** ayunami2000
- **License:** apache-2.0
- **Finetuned from model :** unsloth/Qwen3.5-27B

This qwen3_5 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)