---
license: apache-2.0
license_link: https://ai.google.dev/gemma/docs/gemma_4_license
pipeline_tag: any-to-any
tags:
  - mlx
  - 3-bit
  - heretic
  - uncensored
  - decensored
  - abliterated
  - ara
base_model: llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic
language: en
library_name: mlx
---
# 🦆 zecanard/gemma-4-E4B-it-ultra-uncensored-heretic-MLX-3bit-mixed_3_6

[This model](https://huggingface.co/zecanard/gemma-4-E4B-it-ultra-uncensored-heretic-MLX-3bit-mixed_3_6) was converted to MLX from [`llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic`](https://huggingface.co/llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic) using `mlx-vlm` version **0.6.3**.
Please refer to the [original model card](https://huggingface.co/llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic) for more details.

## 🌟 Quality

Mixed-precision quantized vision language model with an effective **5.804 bits per weight**. Combines the size and speed benefits of a 3-bit quant with higher precision where it matters most.

`mlx_vlm.convert --quantize --q-group-size 32 --quant-predicate mixed_3_6`

## 🛠️ Customizations

This quant includes a bugfix related to tools calling. It is aware of the current date, and also enables thinking (if available). You may disable this behavior by deleting the following line from the chat template, or changing `true` to `false`:

`{%- set enable_thinking = true %}`

You may need to adjust your environment’s **Reasoning Section Parsing** to recognize `<|channel>thought` as the **Start String**, and `<channel|>` as the **End String**.

## 🖥️ Use with `mlx`

```bash
pip install -U mlx-vlm
```

```bash
mlx_vlm.generate --model zecanard/gemma-4-E4B-it-ultra-uncensored-heretic-MLX-3bit-mixed_3_6 --max-tokens 100 --temperature 0 --prompt "Describe this image." --image <path_to_image>
```