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

prithivMLmods/Qwen3-VL-2B-Thinking-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 10,058
  • author_summary 98 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
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.

What is a refusal direction? →
Downloads · lifetime
10K
1K last 30d - stable
Likes
1
Model age
9mo ago
created 2025-12-15
Downloads over time
Now10.4K→from3.3K↑220%
2.9K5.6K8.4K11.1K3.3K on Dec 17, 202510.4K 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 · 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 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-2B-Thinking-abliterated-v1 base_model:quantized:prithivMLmods/Qwen3-VL-2B-Thinking-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 16:19

Files by quantization

F16 2 files 3.97 GB
Qwen3-VL-2B-Thinking-abliterated-v1.f16.gguf 3.21 GB 97c3e51f download
Qwen3-VL-2B-Thinking-abliterated-v1.mmproj-f16.gguf 781 MB 7b2ff968 download
Q8_0 2 files 2.12 GB
Qwen3-VL-2B-Thinking-abliterated-v1.Q8_0.gguf 1.71 GB d2bb7470 download
Qwen3-VL-2B-Thinking-abliterated-v1.mmproj-Q8_0.gguf 424 MB 8f9c361b download
Q6_K 2 files 2.64 GB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q6_K.gguf 1.32 GB 379beeb0 download
Qwen3-VL-2B-Thinking-abliterated-v1.Q6_K.gguf 1.32 GB 6299e6b6 download
Q5_K 4 files 4.64 GB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q5_K_M.gguf 1.17 GB 98eb3a22 download
Qwen3-VL-2B-Thinking-abliterated-v1.Q5_K_M.gguf 1.17 GB d5ede7b6 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q5_K_S.gguf 1.15 GB 1f4e571a download
Qwen3-VL-2B-Thinking-abliterated-v1.Q5_K_S.gguf 1.15 GB 56e2c9ec download
Q4 2 files 2.05 GB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q4_1.gguf 1.06 GB fbf4545e download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q4_0.gguf 1008 MB 25473ce7 download
Q4_K 4 files 4.04 GB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q4_K_M.gguf 1.03 GB bffe362f download
Qwen3-VL-2B-Thinking-abliterated-v1.Q4_K_M.gguf 1.03 GB ab1d9cdd download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q4_K_S.gguf 1011 MB 14aff9e8 download
Qwen3-VL-2B-Thinking-abliterated-v1.Q4_K_S.gguf 1011 MB f5d35652 download
IQ4 3 files 2.87 GB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ4_NL.gguf 1006 MB 9f94a61b download
Qwen3-VL-2B-Thinking-abliterated-v1.IQ4_XS.gguf 969 MB 945c1a24 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ4_XS.gguf 964 MB 25c6cb23 download
Q3_K 6 files 5.23 GB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q3_K_L.gguf 957 MB c057cf82 download
Qwen3-VL-2B-Thinking-abliterated-v1.Q3_K_L.gguf 957 MB 3feb94c2 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q3_K_M.gguf 896 MB 0e7906b1 download
Qwen3-VL-2B-Thinking-abliterated-v1.Q3_K_M.gguf 896 MB 35821c94 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q3_K_S.gguf 827 MB e73b259b download
Qwen3-VL-2B-Thinking-abliterated-v1.Q3_K_S.gguf 827 MB 54442614 download
IQ3 4 files 3.12 GB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ3_M.gguf 854 MB dde1f629 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ3_S.gguf 827 MB 52bdc2af download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ3_XS.gguf 796 MB ee41ce96 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ3_XXS.gguf 719 MB 8791274f download
Q2_K 3 files 2.13 GB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q2_K.gguf 742 MB 3ed29c6a download
Qwen3-VL-2B-Thinking-abliterated-v1.Q2_K.gguf 742 MB 91471034 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q2_K_S.gguf 699 MB a5020e13 download
IQ2 4 files 2.40 GB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ2_M.gguf 663 MB cba8143c download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ2_S.gguf 627 MB 28e348a6 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ2_XS.gguf 602 MB 05da01a5 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ2_XXS.gguf 563 MB fa2b514a download
IQ1 2 files 1010 MB
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ1_M.gguf 519 MB 1212a927 download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ1_S.gguf 492 MB 87ecfb06 download
Auxiliary files 4 files 2.01 MB
Qwen3-VL-2B-Thinking-abliterated-v1.imatrix.gguf 2.00 MB df51954f download
README.md 10.2 KB d26e0383 download
.gitattributes 4.74 KB 38594738 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-2B-Thinking-abliterated-v1
    pipeline_tag: image-text-to-text
    library_name: transformers
    tags:
  • text-generation-inference
  • abliterated
  • llama.cpp

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

The Qwen3-VL-2B-Thinking-abliterated-v1 from prithivMLmods is a 2B-parameter vision-language model variant of Alibaba's Qwen3-VL-2B-Thinking, modified through abliteration (v1.0) to eliminate safety refusals and content filters, enabling uncensored, step-by-step visual reasoning and detailed captioning across complex, sensitive, artistic, technical, or abstract imagery while retaining the base model's advanced multimodal perception, instruction-following, and "thinking" chain-of-thought capabilities. Optimized for variational output control—from brief summaries to intricate, multi-level analyses—it robustly handles diverse resolutions, aspect ratios, and layouts, primarily in English with prompt-based multilingual support, making it ideal for research, red-teaming, creative visual generation, and unrestricted agentic applications. This abliterated version delivers high-fidelity, factual descriptions without conventional guardrails, supporting efficient local inference for advanced visual reasoning tasks.

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

File Name Quant Type File Size File Link
Qwen3-VL-2B-Thinking-abliterated-v1.IQ4_XS.gguf IQ4_XS 1.02 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q2_K.gguf Q2_K 778 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q3_K_L.gguf Q3_K_L 1 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q3_K_M.gguf Q3_K_M 940 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q3_K_S.gguf Q3_K_S 867 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q4_K_M.gguf Q4_K_M 1.11 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q4_K_S.gguf Q4_K_S 1.06 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q5_K_M.gguf Q5_K_M 1.26 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q5_K_S.gguf Q5_K_S 1.23 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q6_K.gguf Q6_K 1.42 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.Q8_0.gguf Q8_0 1.83 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.f16.gguf F16 3.45 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ1_M.gguf i1-IQ1_M 544 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ1_S.gguf i1-IQ1_S 516 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ2_M.gguf i1-IQ2_M 695 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ2_S.gguf i1-IQ2_S 658 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ2_XS.gguf i1-IQ2_XS 632 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ2_XXS.gguf i1-IQ2_XXS 590 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ3_M.gguf i1-IQ3_M 896 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ3_S.gguf i1-IQ3_S 867 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ3_XS.gguf i1-IQ3_XS 834 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ3_XXS.gguf i1-IQ3_XXS 754 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ4_NL.gguf i1-IQ4_NL 1.05 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-IQ4_XS.gguf i1-IQ4_XS 1.01 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q2_K.gguf i1-Q2_K 778 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q2_K_S.gguf i1-Q2_K_S 733 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q3_K_L.gguf i1-Q3_K_L 1 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q3_K_M.gguf i1-Q3_K_M 940 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q3_K_S.gguf i1-Q3_K_S 867 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q4_0.gguf i1-Q4_0 1.06 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q4_1.gguf i1-Q4_1 1.14 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q4_K_M.gguf i1-Q4_K_M 1.11 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q4_K_S.gguf i1-Q4_K_S 1.06 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q5_K_M.gguf i1-Q5_K_M 1.26 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q5_K_S.gguf i1-Q5_K_S 1.23 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.i1-Q6_K.gguf i1-Q6_K 1.42 GB Download
Qwen3-VL-2B-Thinking-abliterated-v1.imatrix.gguf imatrix 2.09 MB Download
Qwen3-VL-2B-Thinking-abliterated-v1.mmproj-Q8_0.gguf mmproj-Q8_0 445 MB Download
Qwen3-VL-2B-Thinking-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 3 versions

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

  1. 2025-12-15Update README.md6e431b510.2 KB
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  2. 2025-12-15Update README.md5a95a5e226 B
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  3. 2025-12-15initial commit1e665f928 B
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