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prithivMLmods/Qwen3-VL-8B-Thinking-abliterated-v1-GGUF

prithivMLmods Qwen 8B GGUF multimodal second-order 262K ctx
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Response includes
  • classification m8
  • files 17
  • hub_downloads_all_time 8,435
  • 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.

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Downloads · lifetime
8K
907 last 30d - stable
Likes
1
Model age
9mo ago
created 2025-12-15
Downloads over time
Now8.7K→from1.2K↑631%
8153.7K6.6K9.4K1.2K on Dec 17, 20258.7K 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 · 909 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 qwen3_vl text-generation-inference abliterated llama.cpp image-text-to-text en base_model:prithivMLmods/Qwen3-VL-8B-Thinking-abliterated-v1 base_model:quantized:prithivMLmods/Qwen3-VL-8B-Thinking-abliterated-v1 license:apache-2.0 endpoints_compatible

Related

Total size
68.4 GB
Files
17
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2025-12-15 18:58

Files by quantization

F16 2 files 16.3 GB
Qwen3-VL-8B-Thinking-abliterated-v1.f16.gguf 15.3 GB f9aae431 download
Qwen3-VL-8B-Thinking-abliterated-v1.mmproj-f16.gguf 1.08 GB 3f1379ed download
Q8_0 2 files 8.81 GB
Qwen3-VL-8B-Thinking-abliterated-v1.Q8_0.gguf 8.11 GB eda63572 download
Qwen3-VL-8B-Thinking-abliterated-v1.mmproj-Q8_0.gguf 717 MB 411aa1ee download
Q6_K 1 file 6.26 GB
Qwen3-VL-8B-Thinking-abliterated-v1.Q6_K.gguf 6.26 GB a6ef3033 download
Q5_K 2 files 10.8 GB
Qwen3-VL-8B-Thinking-abliterated-v1.Q5_K_M.gguf 5.45 GB 13a9f51c download
Qwen3-VL-8B-Thinking-abliterated-v1.Q5_K_S.gguf 5.33 GB 9af517f2 download
Q4_K 2 files 9.15 GB
Qwen3-VL-8B-Thinking-abliterated-v1.Q4_K_M.gguf 4.68 GB 9e9dfe3b download
Qwen3-VL-8B-Thinking-abliterated-v1.Q4_K_S.gguf 4.47 GB db9a7e6d download
IQ4 1 file 4.28 GB
Qwen3-VL-8B-Thinking-abliterated-v1.IQ4_XS.gguf 4.28 GB 2919107f download
Q3_K 3 files 11.5 GB
Qwen3-VL-8B-Thinking-abliterated-v1.Q3_K_L.gguf 4.13 GB de57e7ac download
Qwen3-VL-8B-Thinking-abliterated-v1.Q3_K_M.gguf 3.84 GB 44fdf0b7 download
Qwen3-VL-8B-Thinking-abliterated-v1.Q3_K_S.gguf 3.51 GB 5eb1d7df download
Q2_K 1 file 3.06 GB
Qwen3-VL-8B-Thinking-abliterated-v1.Q2_K.gguf 3.06 GB 455c54ee download
Auxiliary files 3 files 7.48 KB
README.md 4.82 KB 1bac5f06 download
.gitattributes 2.63 KB a51925f2 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-8B-Thinking-abliterated-v1
    pipeline_tag: image-text-to-text
    library_name: transformers
    tags:
  • text-generation-inference
  • abliterated
  • llama.cpp

Qwen3-VL-8B-Thinking-abliterated-v1-GGUF

The Qwen3-VL-8B-Thinking-abliterated-v1 from prithivMLmods is an 8B-parameter vision-language model, an abliterated (v1.0) variant of Alibaba's Qwen3-VL-8B-Thinking optimized for uncensored reasoning and captioning across complex, sensitive, nuanced, artistic, technical, or abstract visual/multimodal content while supporting diverse aspect ratios, resolutions, videos, and layouts with Interleaved-MRoPE, 32-language OCR, and 256K+ context length. It bypasses standard content filters to generate factual, descriptive, reasoning-rich outputs with variational detail control—from high-level summaries to intricate chain-of-thought analyses—leveraging the base model's superior visual agent capabilities, spatial perception, long-context video understanding, and STEM reasoning, primarily in English with multilingual prompt adaptability.[attached_file:1 equivalent] Ideal for research in content moderation/red-teaming, creative storytelling, and visual datasets excluded from mainstream models, it uses Transformers/Qwen3VLForConditionalGeneration for GPU inference (16-24GB VRAM) but may produce explicit content unsuitable for moderated production.

Qwen3-VL-8B-Thinking-abliterated-v1

File Name Quant Type File Size File Link
Qwen3-VL-8B-Thinking-abliterated-v1.IQ4_XS.gguf IQ4_XS 4.59 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q2_K.gguf Q2_K 3.28 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q3_K_L.gguf Q3_K_L 4.43 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q3_K_M.gguf Q3_K_M 4.12 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q3_K_S.gguf Q3_K_S 3.77 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q4_K_M.gguf Q4_K_M 5.03 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q4_K_S.gguf Q4_K_S 4.8 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q5_K_M.gguf Q5_K_M 5.85 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q5_K_S.gguf Q5_K_S 5.72 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q6_K.gguf Q6_K 6.73 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.Q8_0.gguf Q8_0 8.71 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.f16.gguf F16 16.4 GB Download
Qwen3-VL-8B-Thinking-abliterated-v1.mmproj-Q8_0.gguf mmproj-Q8_0 752 MB Download
Qwen3-VL-8B-Thinking-abliterated-v1.mmproj-f16.gguf mmproj-f16 1.16 GB 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.mdf0e83454.8 KB
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  2. 2025-12-15Update README.md34224421.4 KB
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  3. 2025-12-15initial commit77db7a328 B
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