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mradermacher/Qwen3.5-4B_Abliterated-GGUF

mradermacher Qwen GGUF second-order 262K ctx
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Response includes
  • classification m8
  • files 16
  • hub_downloads_all_time 37,631
  • 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='SicariusSicariiStuff/Qwen3.5-4B_Abliterated' (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.

What is a refusal direction? →
Downloads · lifetime
38K
4K last 30d - stable
Likes
4
Model age
7mo ago
created 2026-03-03
Downloads over time
Now38.2K→from4.9K↑672%
3.3K16K28.8K41.5K4.9K on Mar 438.2K on Oct 11MarAprMayJunJulAugSepOct
Mar 4 → Oct 11 · 72 snapshots · spans 221 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 · 5K downloads combined

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

Metadata

License
apache-2.0
Languages
en
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf en base_model:SicariusSicariiStuff/Qwen3.5-4B_Abliterated base_model:quantized:SicariusSicariiStuff/Qwen3.5-4B_Abliterated license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
36.0 GB
Files
16
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-03-03 10:40

Files by quantization

F16 2 files 8.47 GB
Qwen3.5-4B_Abliterated.f16.gguf 7.85 GB 07618b46 download
Qwen3.5-4B_Abliterated.mmproj-f16.gguf 641 MB f1abfbfe download
Q8_0 2 files 4.52 GB
Qwen3.5-4B_Abliterated.Q8_0.gguf 4.17 GB 49e062db download
Qwen3.5-4B_Abliterated.mmproj-Q8_0.gguf 350 MB ad624262 download
Q6_K 1 file 3.23 GB
Qwen3.5-4B_Abliterated.Q6_K.gguf 3.23 GB 42d60cc5 download
Q5_K 2 files 5.68 GB
Qwen3.5-4B_Abliterated.Q5_K_M.gguf 2.90 GB 650b6c0e download
Qwen3.5-4B_Abliterated.Q5_K_S.gguf 2.78 GB aba90ac5 download
Q4_K 2 files 4.90 GB
Qwen3.5-4B_Abliterated.Q4_K_M.gguf 2.52 GB edf18ef6 download
Qwen3.5-4B_Abliterated.Q4_K_S.gguf 2.38 GB 5a3e8dc5 download
IQ4 1 file 2.28 GB
Qwen3.5-4B_Abliterated.IQ4_XS.gguf 2.28 GB 95bccf20 download
Q3_K 3 files 6.23 GB
Qwen3.5-4B_Abliterated.Q3_K_L.gguf 2.20 GB 9894d297 download
Qwen3.5-4B_Abliterated.Q3_K_M.gguf 2.10 GB aad50191 download
Qwen3.5-4B_Abliterated.Q3_K_S.gguf 1.93 GB 7d6d2f5b download
Q2_K 1 file 1.67 GB
Qwen3.5-4B_Abliterated.Q2_K.gguf 1.67 GB 2f0e98d2 download
Auxiliary files 2 files 6.42 KB
README.md 3.96 KB 1a179b76 download
.gitattributes 2.45 KB ba706178 download

README current version from Hugging Face


base_model: SicariusSicariiStuff/Qwen3.5-4B_Abliterated
language:

  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher

About

static quants of https://huggingface.co/SicariusSicariiStuff/Qwen3.5-4B_Abliterated

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-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 3 versions

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

  1. 2026-03-03auto-patch README.mde61f92f4 KB
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  2. 2026-03-03auto-patch README.mdf35d9012.3 KB
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  3. 2026-03-03uploaded from nico184f6f41386 B
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