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prithivMLmods/Qwen3-VL-4B-Instruct-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 23,628
  • 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
24K
3K last 30d - stable
Likes
7
Model age
9mo ago
created 2025-12-15
Downloads over time
Now24.8K→from4.5K↑451%
3.5K11.2K19K26.8K4.5K on Dec 17, 202524.8K on Oct 11Dec '25FebAprJunAugOct
Dec 17, 2025 → Oct 11 · 84 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 · 3K 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-Instruct-abliterated-v1 base_model:quantized:prithivMLmods/Qwen3-VL-4B-Instruct-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 17:14

Files by quantization

F16 2 files 8.28 GB
Qwen3-VL-4B-Instruct-abliterated-v1.f16.gguf 7.50 GB dc8d6139 download
Qwen3-VL-4B-Instruct-abliterated-v1.mmproj-f16.gguf 797 MB 7b146096 download
Q8_0 2 files 4.41 GB
Qwen3-VL-4B-Instruct-abliterated-v1.Q8_0.gguf 3.99 GB 5c3a36c3 download
Qwen3-VL-4B-Instruct-abliterated-v1.mmproj-Q8_0.gguf 433 MB 33d19545 download
Q6_K 2 files 6.16 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q6_K.gguf 3.08 GB 0644bf47 download
Qwen3-VL-4B-Instruct-abliterated-v1.Q6_K.gguf 3.08 GB 6806de6c download
Q5_K 4 files 10.6 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q5_K_M.gguf 2.69 GB 227bf49c download
Qwen3-VL-4B-Instruct-abliterated-v1.Q5_K_M.gguf 2.69 GB b70a2fee download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q5_K_S.gguf 2.63 GB acdc23fa download
Qwen3-VL-4B-Instruct-abliterated-v1.Q5_K_S.gguf 2.63 GB 1e8c428d download
Q4 2 files 4.63 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q4_1.gguf 2.42 GB ab35d499 download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q4_0.gguf 2.21 GB fa45ba65 download
Q4_K 4 files 9.09 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q4_K_M.gguf 2.33 GB eddbbc97 download
Qwen3-VL-4B-Instruct-abliterated-v1.Q4_K_M.gguf 2.33 GB 7501e3df download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q4_K_S.gguf 2.22 GB e610f816 download
Qwen3-VL-4B-Instruct-abliterated-v1.Q4_K_S.gguf 2.22 GB dfe53199 download
IQ4 3 files 6.46 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ4_NL.gguf 2.22 GB 9341b89e download
Qwen3-VL-4B-Instruct-abliterated-v1.IQ4_XS.gguf 2.13 GB 2aca4f4b download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ4_XS.gguf 2.11 GB 04017471 download
Q3_K 6 files 11.6 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q3_K_L.gguf 2.09 GB a0b6ce30 download
Qwen3-VL-4B-Instruct-abliterated-v1.Q3_K_L.gguf 2.09 GB c25ae0a1 download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q3_K_M.gguf 1.93 GB cc986010 download
Qwen3-VL-4B-Instruct-abliterated-v1.Q3_K_M.gguf 1.93 GB 2f64d09b download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q3_K_S.gguf 1.76 GB cdd990cf download
Qwen3-VL-4B-Instruct-abliterated-v1.Q3_K_S.gguf 1.76 GB cede6db6 download
IQ3 4 files 6.84 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ3_M.gguf 1.83 GB 474db5d1 download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ3_S.gguf 1.77 GB 469d6856 download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ3_XS.gguf 1.69 GB 9b4aa2d3 download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ3_XXS.gguf 1.56 GB 1fa6d1e2 download
Q2_K 3 files 4.57 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q2_K.gguf 1.55 GB 036518dc download
Qwen3-VL-4B-Instruct-abliterated-v1.Q2_K.gguf 1.55 GB 9a2190e4 download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q2_K_S.gguf 1.46 GB c403d334 download
IQ2 4 files 5.15 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ2_M.gguf 1.41 GB a4856e38 download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ2_S.gguf 1.32 GB 35528074 download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ2_XS.gguf 1.26 GB 97f6f594 download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ2_XXS.gguf 1.16 GB 3060aaa3 download
IQ1 2 files 2.03 GB
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ1_M.gguf 1.05 GB 58d0f1cf download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ1_S.gguf 1006 MB b76ee0ac download
Auxiliary files 4 files 3.71 MB
Qwen3-VL-4B-Instruct-abliterated-v1.imatrix.gguf 3.69 MB 92bacfc0 download
README.md 10.4 KB 927bb31a download
.gitattributes 4.74 KB 4cf6d1a7 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-Instruct-abliterated-v1
    pipeline_tag: image-text-to-text
    library_name: transformers
    tags:
  • text-generation-inference
  • abliterated
  • llama.cpp

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

The Qwen3-VL-4B-Instruct-abliterated-v1 from prithivMLmods is a 4B-parameter vision-language model variant of Alibaba's Qwen3-VL-4B-Instruct, modified through abliteration (v1.0) to remove safety refusals and content filters, enabling uncensored, detailed captioning, reasoning, and instruction-following across complex, sensitive, artistic, technical, or abstract visual content while preserving the base model's advanced multimodal capabilities like 32-language OCR, long-context (up to 256K tokens), video understanding, and robust handling of diverse resolutions/aspect ratios. Tailored for high-fidelity descriptions with variational detail control—from concise summaries to intricate analyses—it excels in UI parsing, document extraction, chart interpretation, and agentic tasks without conventional guardrails, primarily in English with multilingual prompt adaptability for research, red-teaming, and creative applications. This abliterated version delivers factual, descriptive outputs on consumer GPUs (10-12GB VRAM BF16, faster quantized), supporting vLLM/Transformers inference for unrestricted visual reasoning.

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

File Name Quant Type File Size File Link
Qwen3-VL-4B-Instruct-abliterated-v1.IQ4_XS.gguf IQ4_XS 2.29 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q2_K.gguf Q2_K 1.67 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q3_K_L.gguf Q3_K_L 2.24 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q3_K_M.gguf Q3_K_M 2.08 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q3_K_S.gguf Q3_K_S 1.89 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q4_K_M.gguf Q4_K_M 2.5 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q4_K_S.gguf Q4_K_S 2.38 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q5_K_M.gguf Q5_K_M 2.89 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q5_K_S.gguf Q5_K_S 2.82 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q6_K.gguf Q6_K 3.31 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.Q8_0.gguf Q8_0 4.28 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.f16.gguf F16 8.05 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ1_M.gguf i1-IQ1_M 1.13 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ1_S.gguf i1-IQ1_S 1.06 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ2_M.gguf i1-IQ2_M 1.51 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ2_S.gguf i1-IQ2_S 1.42 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ2_XS.gguf i1-IQ2_XS 1.35 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ2_XXS.gguf i1-IQ2_XXS 1.25 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ3_M.gguf i1-IQ3_M 1.96 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ3_S.gguf i1-IQ3_S 1.9 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ3_XS.gguf i1-IQ3_XS 1.81 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ3_XXS.gguf i1-IQ3_XXS 1.67 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ4_NL.gguf i1-IQ4_NL 2.38 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-IQ4_XS.gguf i1-IQ4_XS 2.27 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q2_K.gguf i1-Q2_K 1.67 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q2_K_S.gguf i1-Q2_K_S 1.56 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q3_K_L.gguf i1-Q3_K_L 2.24 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q3_K_M.gguf i1-Q3_K_M 2.08 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q3_K_S.gguf i1-Q3_K_S 1.89 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q4_0.gguf i1-Q4_0 2.38 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q4_1.gguf i1-Q4_1 2.6 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q4_K_M.gguf i1-Q4_K_M 2.5 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q4_K_S.gguf i1-Q4_K_S 2.38 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q5_K_M.gguf i1-Q5_K_M 2.89 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q5_K_S.gguf i1-Q5_K_S 2.82 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.i1-Q6_K.gguf i1-Q6_K 3.31 GB Download
Qwen3-VL-4B-Instruct-abliterated-v1.imatrix.gguf imatrix 3.87 MB Download
Qwen3-VL-4B-Instruct-abliterated-v1.mmproj-Q8_0.gguf mmproj-Q8_0 454 MB Download
Qwen3-VL-4B-Instruct-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 2 versions

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

  1. 2025-12-15Update README.md01ebef110.4 KB
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  2. 2025-12-15initial commit745591128 B
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