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

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

prithivMLmods Qwen 4B GGUF multimodal second-order 262K ctx
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Response includes
  • classification m8
  • files 42
  • hub_downloads_all_time 17,706
  • author_summary 98 models
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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
MEDIUM
Inherited from base model
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=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
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
18K
2K last 30d - stable
Likes
1
Model age
9mo ago
created 2025-12-15
Downloads over time
Now18.1K→from6K↑202%
5.4K10K14.6K19.3K6K on Dec 17, 202518.1K on Oct 11Dec '25FebAprJunAugOct
Dec 17, 2025 → Oct 11 · 83 snapshots · spans 298 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
apache-2.0
Languages
en
Quantizations
F16 IQ1 IQ2 IQ3 IQ4 Q2_K Q3_K Q4 Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf qwen3_vl text-generation-inference abliterated llama.cpp image-text-to-text 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

Related

Total size
78.6 GB
Files
42
Quantizations
13
Registered
2026-08-22 13:56
Last updated on HF
2025-12-15 17:54

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 2 files 6.16 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q6_K.gguf 3.08 GB 055924d3 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q6_K.gguf 3.08 GB 0a9c2a23 download
Q5_K 4 files 10.6 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q5_K_M.gguf 2.69 GB 25f94413 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q5_K_M.gguf 2.69 GB 99046ada download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q5_K_S.gguf 2.63 GB a4dec491 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q5_K_S.gguf 2.63 GB fabf4fd7 download
Q4 2 files 4.63 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q4_1.gguf 2.42 GB 5e3218cc download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q4_0.gguf 2.21 GB 8ea822ae download
Q4_K 4 files 9.09 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q4_K_M.gguf 2.33 GB 5d92b11c download
Qwen3-VL-4B-Thinking-abliterated-v1.Q4_K_M.gguf 2.33 GB 722335a6 download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q4_K_S.gguf 2.22 GB 41bd0ca0 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q4_K_S.gguf 2.22 GB a81cd824 download
IQ4 3 files 6.46 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ4_NL.gguf 2.22 GB a0176272 download
Qwen3-VL-4B-Thinking-abliterated-v1.IQ4_XS.gguf 2.13 GB c1fd719e download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ4_XS.gguf 2.11 GB ed44ac72 download
Q3_K 6 files 11.6 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q3_K_L.gguf 2.09 GB 5ee4f2e2 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q3_K_L.gguf 2.09 GB a220d7c1 download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q3_K_M.gguf 1.93 GB 69bdeb55 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q3_K_M.gguf 1.93 GB d1d96cae download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q3_K_S.gguf 1.76 GB a4f1f2a4 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q3_K_S.gguf 1.76 GB e6650f85 download
IQ3 4 files 6.84 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ3_M.gguf 1.83 GB f779ac2d download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ3_S.gguf 1.77 GB f3ec67c6 download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ3_XS.gguf 1.69 GB 1c18367f download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ3_XXS.gguf 1.56 GB 9f6cb491 download
Q2_K 3 files 4.57 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q2_K.gguf 1.55 GB baf44786 download
Qwen3-VL-4B-Thinking-abliterated-v1.Q2_K.gguf 1.55 GB abdd992d download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q2_K_S.gguf 1.46 GB 64821067 download
IQ2 4 files 5.15 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ2_M.gguf 1.41 GB 6f0a3716 download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ2_S.gguf 1.32 GB 98e93d21 download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ2_XS.gguf 1.26 GB 89310948 download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ2_XXS.gguf 1.16 GB d236bbdb download
IQ1 2 files 2.03 GB
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ1_M.gguf 1.05 GB e7a37acd download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ1_S.gguf 1006 MB d1b78fb9 download
Auxiliary files 4 files 3.71 MB
Qwen3-VL-4B-Thinking-abliterated-v1.imatrix.gguf 3.69 MB e07771de download
README.md 10.3 KB 5bac935a download
.gitattributes 4.74 KB 66974523 download
config.json 33.0 B ca6e5c8f download

README current version from Hugging Face


license: apache-2.0
language:

  • en
    base_model:
  • prithivMLmods/Qwen3-VL-4B-Thinking-abliterated-v1
    pipeline_tag: image-text-to-text
    library_name: transformers
    tags:
  • text-generation-inference
  • abliterated
  • llama.cpp

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

The Qwen3-VL-4B-Thinking-abliterated-v1 from prithivMLmods is a 4B-parameter vision-language model, an abliterated (v1.0) variant of Alibaba's Qwen3-VL-4B-Thinking designed for uncensored reasoning and captioning across complex, sensitive, nuanced, artistic, technical, or abstract visual/multimodal content while supporting diverse aspect ratios and resolutions. It bypasses standard content filters to deliver factual, descriptive, reasoning-rich outputs with variational detail control—from high-level summaries to intricate step-by-step analyses—leveraging the base model's advanced multimodal reasoning, instruction-following, and "thinking" chain-of-thought capabilities, primarily in English with multilingual prompt adaptability. Suited for research in content moderation/red-teaming, creative storytelling, art generation, and visual datasets excluded from mainstream models, it uses Transformers/Qwen3VLForConditionalGeneration for efficient inference but may produce explicit content and isn't recommended for moderated production systems.

Qwen3-VL-4B-Thinking-abliterated-v1 [GGUF]

File Name Quant Type File Size File Link
Qwen3-VL-4B-Thinking-abliterated-v1.IQ4_XS.gguf IQ4_XS 2.29 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q2_K.gguf Q2_K 1.67 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q3_K_L.gguf Q3_K_L 2.24 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q3_K_M.gguf Q3_K_M 2.08 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q3_K_S.gguf Q3_K_S 1.89 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q4_K_M.gguf Q4_K_M 2.5 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q4_K_S.gguf Q4_K_S 2.38 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q5_K_M.gguf Q5_K_M 2.89 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q5_K_S.gguf Q5_K_S 2.82 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q6_K.gguf Q6_K 3.31 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.Q8_0.gguf Q8_0 4.28 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.f16.gguf F16 8.05 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ1_M.gguf i1-IQ1_M 1.13 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ1_S.gguf i1-IQ1_S 1.06 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ2_M.gguf i1-IQ2_M 1.51 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ2_S.gguf i1-IQ2_S 1.42 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ2_XS.gguf i1-IQ2_XS 1.35 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ2_XXS.gguf i1-IQ2_XXS 1.25 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ3_M.gguf i1-IQ3_M 1.96 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ3_S.gguf i1-IQ3_S 1.9 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ3_XS.gguf i1-IQ3_XS 1.81 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ3_XXS.gguf i1-IQ3_XXS 1.67 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ4_NL.gguf i1-IQ4_NL 2.38 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-IQ4_XS.gguf i1-IQ4_XS 2.27 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q2_K.gguf i1-Q2_K 1.67 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q2_K_S.gguf i1-Q2_K_S 1.56 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q3_K_L.gguf i1-Q3_K_L 2.24 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q3_K_M.gguf i1-Q3_K_M 2.08 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q3_K_S.gguf i1-Q3_K_S 1.89 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q4_0.gguf i1-Q4_0 2.38 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q4_1.gguf i1-Q4_1 2.6 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q4_K_M.gguf i1-Q4_K_M 2.5 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q4_K_S.gguf i1-Q4_K_S 2.38 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q5_K_M.gguf i1-Q5_K_M 2.89 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q5_K_S.gguf i1-Q5_K_S 2.82 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.i1-Q6_K.gguf i1-Q6_K 3.31 GB Download
Qwen3-VL-4B-Thinking-abliterated-v1.imatrix.gguf imatrix 3.87 MB Download
Qwen3-VL-4B-Thinking-abliterated-v1.mmproj-Q8_0.gguf mmproj-Q8_0 454 MB Download
Qwen3-VL-4B-Thinking-abliterated-v1.mmproj-f16.gguf mmproj-f16 836 MB Download

Quants Usage

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

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

image.png

README history 4 versions

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

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  2. 2025-12-15Update README.md0b54d9c1.3 KB
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  3. 2025-12-15Update README.md94ce5b3226 B
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  4. 2025-12-15initial commit9074df428 B
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