← back to catalog · registered 2026-08-22 13:56

Wwayu/Qwen3.5-27B-Nikusui-v1-Uncensored-Heretic-Native-MTP-Preserved-mlx-6Bit

Wwayu Qwen 27B second-order
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/Wwayu%2FQwen3.5-27B-Nikusui-v1-Uncensored-Heretic-Native-MTP-Preserved-mlx-6Bit"
Response includes
  • classification m3
  • files 13
  • hub_downloads_all_time 574
  • author_summary 7 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · lifetime
574
71 last 30d - stable
Likes
0
Model age
2mo ago
created 2026-08-01
Downloads over time
Now603→from0↑0%
02214426630 on Jul 29603 on Oct 12JulAugSepOct
Jul 29 → Oct 12 · 52 snapshots · spans 75 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

License
apache-2.0
Tags
mlx safetensors qwen3_5 JLENS Jacobian-Lens uncensored manual-abliteration conversational experimental NSFW very_very_naughty j-wash

Related

Total size
20.4 GB
Files
13
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-01 09:36

Files by quantization

Auxiliary files 13 files 20.4 GB
model-00001-of-00005.safetensors 5.00 GB 6900c740 download
model-00002-of-00005.safetensors 4.98 GB a2fe939d download
model-00003-of-00005.safetensors 4.97 GB 8d826128 download
model-00004-of-00005.safetensors 4.45 GB 45804bc4 download
model-00005-of-00005.safetensors 985 MB 9c0cc231 download
tokenizer.json 19.1 MB 06b95093 download
model.safetensors.index.json 185 KB 833de0b9 download
chat_template.jinja 7.68 KB 57fcf921 download
config.json 3.97 KB 0b15c084 download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.33 KB 440e13be download
tokenizer_config.json 1.24 KB 30d3b90a download
generation_config.json 226 B 81771c45 download

README current version from Hugging Face


license: apache-2.0
base_model: llmfan46/Qwen3.5-27B-Nikusui-v1-Uncensored-Heretic-Native-MTP-Preserved
tags:

  • JLENS
  • Jacobian-Lens
  • uncensored
  • manual-abliteration
  • conversational
  • qwen3_5
  • experimental
  • NSFW
  • very_very_naughty
  • j-wash
  • heretic
  • decensored
  • abliterated
  • mlx
  • mlx-my-repo

Wwayu/Qwen3.5-27B-Nikusui-v1-Uncensored-Heretic-Native-MTP-Preserved-mlx-6Bit

The Model Wwayu/Qwen3.5-27B-Nikusui-v1-Uncensored-Heretic-Native-MTP-Preserved-mlx-6Bit was converted to MLX format from llmfan46/Qwen3.5-27B-Nikusui-v1-Uncensored-Heretic-Native-MTP-Preserved using mlx-lm version 0.31.2.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("Wwayu/Qwen3.5-27B-Nikusui-v1-Uncensored-Heretic-Native-MTP-Preserved-mlx-6Bit")

prompt="hello"

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

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

README history 1 version

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-08-01Upload folder using huggingface_hub4d34fd61.3 KB
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration