---
base_model: unsloth/qwen2.5-3b-instruct-unsloth-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- qwen2
- heretic
- uncensored
- decensored
- abliterated
- reproducible
license: apache-2.0
language:
- en
---
# This is a decensored version of [devxyasir/fable-qwen2.5-3b-agentic-merged](https://huggingface.co/devxyasir/fable-qwen2.5-3b-agentic-merged), made using [Heretic](https://heretic-project.org) v1.4.0

> [!TIP]
> **This model is reproducible!**
>
> See the [README](reproduce/README.md) in the `reproduce` directory for more information.

## Abliteration parameters

| Parameter | Value |
| :-------- | :---: |
| **direction_index** | 24.17 |
| **attn.o_proj.max_weight** | 1.13 |
| **attn.o_proj.max_weight_position** | 32.51 |
| **attn.o_proj.min_weight** | 0.59 |
| **attn.o_proj.min_weight_distance** | 20.32 |
| **mlp.down_proj.max_weight** | 1.32 |
| **mlp.down_proj.max_weight_position** | 25.42 |
| **mlp.down_proj.min_weight** | 0.63 |
| **mlp.down_proj.min_weight_distance** | 16.77 |

## Performance

| Metric | This model | Original model ([devxyasir/fable-qwen2.5-3b-agentic-merged](https://huggingface.co/devxyasir/fable-qwen2.5-3b-agentic-merged)) |
| :----- | :--------: | :---------------------------: |
| **KL divergence** | 0.0503 | 0 *(by definition)* |
| **Refusals** | 3/100 | 96/100 |

-----


# Uploaded finetuned  model

- **Developed by:** devxyasir
- **License:** apache-2.0
- **Finetuned from model :** unsloth/qwen2.5-3b-instruct-unsloth-bnb-4bit

This qwen2 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)