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mradermacher/Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled-GGUF

mradermacher Qwen 4B GGUF second-order 262K ctx
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Response includes
  • classification m8
  • files 16
  • hub_downloads_all_time 6,067
  • author_summary 3324 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 3 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • author=mradermacher (M8 quantization producer, never originator)
  • is_gguf=1
  • base_model='Abiray/Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled' (base has 'abliterated' marker, assume M1 default)
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

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Downloads · lifetime
6K
877 last 30d - stable
Likes
1
Model age
7mo ago
created 2026-03-10
Downloads over time
Now6.3K→from1.3K↑366%
1.1K3K4.9K6.8K1.3K on Mar 116.3K on Oct 12MarAprMayJunJulAugSepOct
Mar 11 → Oct 12 · 71 snapshots · spans 215 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.

Variants by this author 2 formats · 2K downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
other
Languages
en
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf abliterated de-censored reasoning qwen distilled en base_model:Abiray/Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled base_model:quantized:Abiray/Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled license:other endpoints_compatible

Related

Total size
36.0 GB
Files
16
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-04-13 15:51

Files by quantization

F16 2 files 8.47 GB
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.f16.gguf 7.85 GB 6cdc9ca4 download
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.mmproj-f16.gguf 641 MB 1cc10586 download
Q8_0 2 files 4.52 GB
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q8_0.gguf 4.17 GB 5cd63461 download
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.mmproj-Q8_0.gguf 350 MB c21f1b19 download
Q6_K 1 file 3.23 GB
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q6_K.gguf 3.23 GB 07cbcd4d download
Q5_K 2 files 5.68 GB
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q5_K_M.gguf 2.90 GB 432c6cfb download
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q5_K_S.gguf 2.78 GB 7aaea564 download
Q4_K 2 files 4.90 GB
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q4_K_M.gguf 2.52 GB ac6d14d0 download
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q4_K_S.gguf 2.38 GB ad69d592 download
IQ4 1 file 2.28 GB
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.IQ4_XS.gguf 2.28 GB fe560aed download
Q3_K 3 files 6.23 GB
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q3_K_L.gguf 2.20 GB fd9b38d2 download
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q3_K_M.gguf 2.10 GB 847e329d download
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q3_K_S.gguf 1.93 GB 3f4c3172 download
Q2_K 1 file 1.67 GB
Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled.Q2_K.gguf 1.67 GB b3756a32 download
Auxiliary files 2 files 8.13 KB
README.md 5.19 KB 35ae6d50 download
.gitattributes 2.95 KB d21050e0 download

README current version from Hugging Face


base_model: Abiray/Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled
language:

  • en
    library_name: transformers
    license: other
    model_name: Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • abliterated
  • de-censored
  • reasoning
  • qwen
  • distilled

About

static quants of https://huggingface.co/Abiray/Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled

For a convenient overview and download list, visit our model page for this model.

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen3.5-4B-Abliterated-Claude-4.6-Opus-Reasoning-Distilled-i1-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's
READMEs
for
more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link Type Size/GB Notes
GGUF mmproj-Q8_0 0.5 multi-modal supplement
GGUF mmproj-f16 0.8 multi-modal supplement
GGUF Q2_K 1.9
GGUF Q3_K_S 2.2
GGUF Q3_K_M 2.4 lower quality
GGUF Q3_K_L 2.5
GGUF IQ4_XS 2.6
GGUF Q4_K_S 2.7 fast, recommended
GGUF Q4_K_M 2.8 fast, recommended
GGUF Q5_K_S 3.1
GGUF Q5_K_M 3.2
GGUF Q6_K 3.6 very good quality
GGUF Q8_0 4.6 fast, best quality
GGUF f16 8.5 16 bpw, overkill

Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):

image.png

And here are Artefact2's thoughts on the matter:
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to
questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time.

README history 5 versions

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

  1. 2026-04-13auto-patch README.md22d86b95.2 KB
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  2. 2026-03-10auto-patch README.mddefbe805.2 KB
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  3. 2026-03-10auto-patch README.md4ff831b5.3 KB
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  4. 2026-03-10auto-patch README.mddca56062.7 KB
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  5. 2026-03-10uploaded from nico1b1e470c409 B
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