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prithivMLmods/Qwen3-VL-2B-Instruct-abliterated-v1-GGUF

prithivMLmods Qwen 2B GGUF multimodal second-order 262K ctx
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Response includes
  • classification m8
  • files 42
  • hub_downloads_all_time 13,161
  • 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
13K
2K last 30d - stable
Likes
2
Model age
9mo ago
created 2025-12-15
Downloads over time
Now14.1K→from1.6K↑800%
9385.7K10.5K15.3K1.6K on Dec 17, 202514.1K on Oct 11Dec '25FebAprJunAugOct
Dec 17, 2025 → Oct 11 · 82 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 llama.cpp abliterated image-text-to-text en base_model:prithivMLmods/Qwen3-VL-2B-Instruct-abliterated-v1 base_model:quantized:prithivMLmods/Qwen3-VL-2B-Instruct-abliterated-v1 license:apache-2.0 endpoints_compatible

Related

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

Files by quantization

F16 2 files 3.97 GB
Qwen3-VL-2B-Instruct-abliterated-v1.f16.gguf 3.21 GB beb915c1 download
Qwen3-VL-2B-Instruct-abliterated-v1.mmproj-f16.gguf 781 MB ae3713b9 download
Q8_0 2 files 2.12 GB
Qwen3-VL-2B-Instruct-abliterated-v1.Q8_0.gguf 1.71 GB feb267dc download
Qwen3-VL-2B-Instruct-abliterated-v1.mmproj-Q8_0.gguf 424 MB 4ce7b5fb download
Q6_K 2 files 2.64 GB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q6_K.gguf 1.32 GB 0ceaf5f9 download
Qwen3-VL-2B-Instruct-abliterated-v1.Q6_K.gguf 1.32 GB b05edda7 download
Q5_K 4 files 4.64 GB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q5_K_M.gguf 1.17 GB daea3f19 download
Qwen3-VL-2B-Instruct-abliterated-v1.Q5_K_M.gguf 1.17 GB 3b90e060 download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q5_K_S.gguf 1.15 GB 46504bdf download
Qwen3-VL-2B-Instruct-abliterated-v1.Q5_K_S.gguf 1.15 GB 3f57fe9f download
Q4 2 files 2.05 GB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q4_1.gguf 1.06 GB 0283adfc download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q4_0.gguf 1008 MB 1945ab9f download
Q4_K 4 files 4.04 GB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q4_K_M.gguf 1.03 GB bee225f5 download
Qwen3-VL-2B-Instruct-abliterated-v1.Q4_K_M.gguf 1.03 GB 1b274f8f download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q4_K_S.gguf 1011 MB ffb11649 download
Qwen3-VL-2B-Instruct-abliterated-v1.Q4_K_S.gguf 1011 MB d8845f7a download
IQ4 3 files 2.87 GB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ4_NL.gguf 1006 MB 6151b6e3 download
Qwen3-VL-2B-Instruct-abliterated-v1.IQ4_XS.gguf 969 MB 31d87d9c download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ4_XS.gguf 964 MB a9a438f6 download
Q3_K 6 files 5.23 GB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q3_K_L.gguf 957 MB c86f75ea download
Qwen3-VL-2B-Instruct-abliterated-v1.Q3_K_L.gguf 957 MB 4132ac7f download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q3_K_M.gguf 896 MB 9cb5b08a download
Qwen3-VL-2B-Instruct-abliterated-v1.Q3_K_M.gguf 896 MB 6480a64d download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q3_K_S.gguf 827 MB fbec5263 download
Qwen3-VL-2B-Instruct-abliterated-v1.Q3_K_S.gguf 827 MB 63b910f4 download
IQ3 4 files 3.12 GB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ3_M.gguf 854 MB 50a6ade7 download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ3_S.gguf 827 MB f08a6345 download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ3_XS.gguf 796 MB f8bcbcdc download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ3_XXS.gguf 719 MB b9e1bdf3 download
Q2_K 3 files 2.13 GB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q2_K.gguf 742 MB e7fd14bd download
Qwen3-VL-2B-Instruct-abliterated-v1.Q2_K.gguf 742 MB 11627457 download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q2_K_S.gguf 699 MB df7b6d07 download
IQ2 4 files 2.40 GB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ2_M.gguf 663 MB b6857e49 download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ2_S.gguf 627 MB 4270f54c download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ2_XS.gguf 602 MB cb3bbf58 download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ2_XXS.gguf 563 MB fc6931a7 download
IQ1 2 files 1010 MB
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ1_M.gguf 519 MB 8349f58c download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ1_S.gguf 492 MB 30dcb1ce download
Auxiliary files 4 files 2.01 MB
Qwen3-VL-2B-Instruct-abliterated-v1.imatrix.gguf 2.00 MB ccac4152 download
README.md 10.3 KB 025d1774 download
.gitattributes 4.74 KB da6bfd7c download
config.json 33.0 B ca6e5c8f download

README current version from Hugging Face


license: apache-2.0
base_model:

  • prithivMLmods/Qwen3-VL-2B-Instruct-abliterated-v1
    language:
  • en
    pipeline_tag: image-text-to-text
    library_name: transformers
    tags:
  • text-generation-inference
  • llama.cpp
  • abliterated

Qwen3-VL-2B-Instruct-abliterated-v1-GGUF

The Qwen3-VL-2B-Instruct-abliterated-v1 from prithivMLmods is a 2B-parameter vision-language model variant of Alibaba's Qwen3-VL-2B-Instruct, modified through abliteration (v1.0) to remove safety refusals and content filters, enabling uncensored, detailed captioning and multimodal reasoning across sensitive, complex, artistic, technical, or abstract visual content while preserving the base model's strong instruction-following and visual agent capabilities. Optimized for high-fidelity descriptions with variational detail control—from concise summaries to intricate, step-by-step narratives—it handles diverse aspect ratios, resolutions, and layouts robustly, supporting primarily English outputs with multilingual adaptability via prompt engineering for research, red-teaming, and creative applications. Built on Qwen3-VL's advanced image comprehension, this abliterated version bypasses conventional guardrails to deliver factual, descriptive responses without censorship, making it suitable for unrestricted visual analysis in local deployments.

Qwen3-VL-2B-Instruct-abliterated-v1 [GGUF]

File Name Quant Type File Size File Link
Qwen3-VL-2B-Instruct-abliterated-v1.IQ4_XS.gguf IQ4_XS 1.02 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q2_K.gguf Q2_K 778 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q3_K_L.gguf Q3_K_L 1 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q3_K_M.gguf Q3_K_M 940 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q3_K_S.gguf Q3_K_S 867 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q4_K_M.gguf Q4_K_M 1.11 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q4_K_S.gguf Q4_K_S 1.06 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q5_K_M.gguf Q5_K_M 1.26 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q5_K_S.gguf Q5_K_S 1.23 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q6_K.gguf Q6_K 1.42 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.Q8_0.gguf Q8_0 1.83 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.f16.gguf F16 3.45 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ1_M.gguf i1-IQ1_M 544 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ1_S.gguf i1-IQ1_S 516 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ2_M.gguf i1-IQ2_M 695 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ2_S.gguf i1-IQ2_S 658 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ2_XS.gguf i1-IQ2_XS 632 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ2_XXS.gguf i1-IQ2_XXS 590 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ3_M.gguf i1-IQ3_M 896 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ3_S.gguf i1-IQ3_S 867 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ3_XS.gguf i1-IQ3_XS 834 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ3_XXS.gguf i1-IQ3_XXS 754 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ4_NL.gguf i1-IQ4_NL 1.05 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-IQ4_XS.gguf i1-IQ4_XS 1.01 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q2_K.gguf i1-Q2_K 778 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q2_K_S.gguf i1-Q2_K_S 733 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q3_K_L.gguf i1-Q3_K_L 1 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q3_K_M.gguf i1-Q3_K_M 940 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q3_K_S.gguf i1-Q3_K_S 867 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q4_0.gguf i1-Q4_0 1.06 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q4_1.gguf i1-Q4_1 1.14 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q4_K_M.gguf i1-Q4_K_M 1.11 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q4_K_S.gguf i1-Q4_K_S 1.06 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q5_K_M.gguf i1-Q5_K_M 1.26 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q5_K_S.gguf i1-Q5_K_S 1.23 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.i1-Q6_K.gguf i1-Q6_K 1.42 GB Download
Qwen3-VL-2B-Instruct-abliterated-v1.imatrix.gguf imatrix 2.09 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.mmproj-Q8_0.gguf mmproj-Q8_0 445 MB Download
Qwen3-VL-2B-Instruct-abliterated-v1.mmproj-f16.gguf mmproj-f16 819 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.

  1. 2025-12-15Update README.mdad18e1510.3 KB
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  2. 2025-12-15Update README.md5e2b9a81.2 KB
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  3. 2025-12-15Update README.mdaff311791 B
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  4. 2025-12-15initial commitf78277a28 B
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