---
language:
- en
- zh
license: apache-2.0
tags:
- unsloth
- heretic
- uncensored
- abliterated
- fine tune
- creative
- creative writing
- fiction writing
- plot generation
- sub-plot generation
- story generation
- scene continue
- storytelling
- fiction story
- science fiction
- romance
- all genres
- story
- writing
- vivid prosing
- vivid writing
- fiction
- roleplaying
- bfloat16
- all use cases
- mlx
library_name: mlx
pipeline_tag: image-text-to-text
base_model: DavidAU/Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking
---

# Qwen3.6-27B-Polaris-Heretic-mxfp8-mlx

Brainwaves
```brainwaves
         arc   arc/e boolq hswag obkqa piqa  wino
mxfp8    0.673,0.846,0.905
```

## Baseline model

```brainwaves
         arc   arc/e boolq hswag obkqa piqa  wino
Qwen3.6-27B-Instruct
mxfp8    0.647,0.803,0.910,0.773,0.450,0.806,0.742
qx86-hi  0.637,0.798,0.911,0.775,0.442,0.807,0.737
```

This model [Qwen3.6-27B-Polaris-Heretic-mxfp8-mlx](https://huggingface.co/Qwen3.6-27B-Polaris-Heretic-mxfp8-mlx) was
converted to MLX format from [DavidAU/Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking](https://huggingface.co/DavidAU/Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking)
using mlx-lm version **0.31.3**.

## Use with mlx

```bash
pip install mlx-lm
```

```python
from mlx_lm import load, generate

model, tokenizer = load("Qwen3.6-27B-Polaris-Heretic-mxfp8-mlx")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True, return_dict=False,
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)
```