---
license: apache-2.0
base_model: mistralai/Mistral-Medium-3.5-128B
tags:
- mistral
- mistral-3.5
- text-only
- bf16
- 128b
- heretic
- uncensored
- decensored
- abliterated
library_name: transformers
---

![6AtiiVT7qzo9YmbK1rhqZ](https://cdn-uploads.huggingface.co/production/uploads/6540a02d1389943fef4d2640/_QNqNZGwsdsZdK0TBzRhn.png)

# This is a decensored version of [mistralai/Mistral-Medium-3.5-128B](https://huggingface.co/mistralai/Mistral-Medium-3.5-128B), made using [Heretic](https://github.com/p-e-w/heretic) v1.2.0

![{48AE4B0C-76C4-4380-9A1F-8AFF1FABEEB4}](https://cdn-uploads.huggingface.co/production/uploads/6540a02d1389943fef4d2640/rWraMJXrWTdp4xSzleg5l.png)

## Abliteration parameters

| Parameter | Value |
| :-------- | :---: |
| **direction_index** | 43.15 |
| **attn.o_proj.max_weight** | 1.48 |
| **attn.o_proj.max_weight_position** | 59.65 |
| **attn.o_proj.min_weight** | 1.44 |
| **attn.o_proj.min_weight_distance** | 48.02 |
| **mlp.down_proj.max_weight** | 1.21 |
| **mlp.down_proj.max_weight_position** | 54.75 |
| **mlp.down_proj.min_weight** | 0.30 |
| **mlp.down_proj.min_weight_distance** | 50.44 |

## Performance

| Metric | This model | Original model ([mistralai/Mistral-Medium-3.5-128B](https://huggingface.co/mistralai/Mistral-Medium-3.5-128B)) |
| :----- | :--------: | :---------------------------: |
| **KL divergence** | 0.0220 | 0 *(by definition)* |
| **Refusals** | 9/100 | 98/100 |



Thanks to **Darkhn** for providing the Text Only BF16 base for this tune