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mradermacher/Qwen3-VL-4B-Thinking-abliterated-v1-GGUF

mradermacher Qwen 4B GGUF second-order 262K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2FQwen3-VL-4B-Thinking-abliterated-v1-GGUF"
Response includes
  • classification m8
  • files 16
  • hub_downloads_all_time 3,063
  • 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='prithivMLmods/Qwen3-VL-4B-Thinking-abliterated-v1' (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
3K
322 last 30d - stable
Likes
1
Model age
11mo ago
created 2025-11-13
Downloads over time
Now3.1K→from216↑1,357%
691.2K2.3K3.4K216 on Nov 12, 20253.1K on Oct 11Nov '25JanMarMayJulSep
Nov 12, 2025 → Oct 11 · 87 snapshots · spans 333 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 · 1K 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 text-generation-inference abliterated v1.0 agent en base_model:prithivMLmods/Qwen3-VL-4B-Thinking-abliterated-v1 base_model:quantized:prithivMLmods/Qwen3-VL-4B-Thinking-abliterated-v1 license:apache-2.0 endpoints_compatible region:us

Related

Total size
33.9 GB
Files
16
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2025-11-13 23:40

Files by quantization

F16 2 files 8.28 GB
Qwen3-VL-4B-Thinking-abliterated-v1.f16.gguf 7.50 GB 46d6e84e download
Qwen3-VL-4B-Thinking-abliterated-v1.mmproj-f16.gguf 797 MB 3b5f78e3 download
Q8_0 2 files 4.41 GB
Qwen3-VL-4B-Thinking-abliterated-v1.Q8_0.gguf 3.99 GB 878610ae download
Qwen3-VL-4B-Thinking-abliterated-v1.mmproj-Q8_0.gguf 433 MB db4a358e download
Q6_K 1 file 3.08 GB
Qwen3-VL-4B-Thinking-abliterated-v1.Q6_K.gguf 3.08 GB 0a9c2a23 download
Q5_K 2 files 5.32 GB
Qwen3-VL-4B-Thinking-abliterated-v1.Q5_K_M.gguf 2.69 GB 99046ada download
Qwen3-VL-4B-Thinking-abliterated-v1.Q5_K_S.gguf 2.63 GB fabf4fd7 download
Q4_K 2 files 4.55 GB
Qwen3-VL-4B-Thinking-abliterated-v1.Q4_K_M.gguf 2.33 GB 722335a6 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q4_K_S.gguf 2.22 GB a81cd824 download
IQ4 1 file 2.13 GB
Qwen3-VL-4B-Thinking-abliterated-v1.IQ4_XS.gguf 2.13 GB c1fd719e download
Q3_K 3 files 5.78 GB
Qwen3-VL-4B-Thinking-abliterated-v1.Q3_K_L.gguf 2.09 GB a220d7c1 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q3_K_M.gguf 1.93 GB d1d96cae download
Qwen3-VL-4B-Thinking-abliterated-v1.Q3_K_S.gguf 1.76 GB e6650f85 download
Q2_K 1 file 1.55 GB
Qwen3-VL-4B-Thinking-abliterated-v1.Q2_K.gguf 1.55 GB abdd992d download
Auxiliary files 2 files 7.05 KB
README.md 4.42 KB 4c0ce272 download
.gitattributes 2.63 KB 1818bf59 download

README current version from Hugging Face


base_model: prithivMLmods/Qwen3-VL-4B-Thinking-abliterated-v1
language:

  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • text-generation-inference
  • abliterated
  • v1.0
  • agent

About

static quants of https://huggingface.co/prithivMLmods/Qwen3-VL-4B-Thinking-abliterated-v1

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-VL-4B-Thinking-abliterated-v1-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 0.6 multi-modal supplement
GGUF mmproj-f16 0.9 multi-modal supplement
GGUF Q2_K 1.8
GGUF Q3_K_S 2.0
GGUF Q3_K_M 2.2 lower quality
GGUF Q3_K_L 2.3
GGUF IQ4_XS 2.4
GGUF Q4_K_S 2.5 fast, recommended
GGUF Q4_K_M 2.6 fast, recommended
GGUF Q5_K_S 2.9
GGUF Q5_K_M 3.0
GGUF Q6_K 3.4 very good quality
GGUF Q8_0 4.4 fast, best quality
GGUF f16 8.2 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 4 versions

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

  1. 2025-11-13auto-patch README.md36a5e624.4 KB
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  2. 2025-11-13auto-patch README.mdcfd83164.5 KB
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  3. 2025-11-13auto-patch README.md3d3129a2.5 KB
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  4. 2025-11-13uploaded from nico1e30afc0392 B
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