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mlx-community/Huihui-Qwen3.5-27B-abliterated-6bit

mlx-community Qwen 27B second-order
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Response includes
  • classification m1
  • files 13
  • benchmarks 11 entries
  • hub_downloads_all_time 1,468
  • author_summary 207 models
  • readme_text full
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
1K
78 last 30d - cooling
Likes
1
Model age
7mo ago
created 2026-03-04
Downloads over time
Now1.5K→from319↑368%
2607111.2K1.6K319 on Mar 41.5K on Oct 11MarAprMayJunJulAugSepOct
Mar 4 → Oct 11 · 71 snapshots · spans 221 days

Benchmarks

Benchmark Score Source
Entertainment 1.6 UGI
Hazardous 2.9 UGI
Natural Intelligence 22.36 UGI
Political lean -24.2% UGI
Sensitive-Info 22.3 UGI
SocPol 2.4 UGI
UGI 44.87 UGI
Willingness (10) 9 UGI
W10-Adherence 10 UGI
W10-Direct 8 UGI
Writing 35.63 UGI

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Tags
mlx safetensors qwen3_5 abliterated uncensored text-generation conversational base_model:huihui-ai/Huihui-Qwen3.5-27B-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3.5-27B-abliterated license:apache-2.0 6-bit region:us

Related

Total size
20.4 GB
Files
13
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-03-04 19:42

Files by quantization

Auxiliary files 13 files 20.4 GB
model-00001-of-00005.safetensors 5.00 GB 6a5c71da download
model-00002-of-00005.safetensors 4.98 GB 5fa14d16 download
model-00003-of-00005.safetensors 4.97 GB ac99d092 download
model-00004-of-00005.safetensors 4.45 GB daa3f437 download
model-00005-of-00005.safetensors 985 MB 3559017f download
tokenizer.json 19.1 MB 87a7830d download
model.safetensors.index.json 185 KB 4978d5ec download
chat_template.jinja 7.57 KB a585dec8 download
config.json 3.82 KB 56b8cd92 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.11 KB f57cfc38 download
README.md 1.05 KB 11276bb5 download
generation_config.json 244 B 85b45ab4 download

README current version from Hugging Face


library_name: mlx
license: apache-2.0
license_link: https://huggingface.co/Qwen/Qwen3.5-27B/blob/main/LICENSE
pipeline_tag: text-generation
base_model: huihui-ai/Huihui-Qwen3.5-27B-abliterated
tags:

  • abliterated
  • uncensored
  • mlx

mlx-community/Huihui-Qwen3.5-27B-abliterated-6bit

This model mlx-community/Huihui-Qwen3.5-27B-abliterated-6bit was
converted to MLX format from huihui-ai/Huihui-Qwen3.5-27B-abliterated
using mlx-lm version 0.30.7.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/Huihui-Qwen3.5-27B-abliterated-6bit")

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)

README history 1 version

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

  1. 2026-03-04Add files using upload-large-folder toold2393e01.1 KB
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