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noctrex/Huihui-Qwen3-VL-4B-Thinking-abliterated-i1-GGUF

noctrex Qwen 4B GGUF multimodal second-order 262K ctx
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Response includes
  • classification m8
  • files 17
  • hub_downloads_all_time 3,868
  • author_summary 44 models
  • readme_text full
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What "m8" means · taxonomy
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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
HIGH
Inherited from base model
M1 Direct removal →
Why this label 3 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • author=noctrex (M8 quantization producer)
  • is_gguf=1
  • base_model='huihui-ai/Huihui-Qwen3-VL-4B-Thinking-abliterated' looks abliterated -> assume M1
How we label → About M8 →
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
4K
469 last 30d - stable
Likes
0
Model age
11mo ago
created 2025-11-08
Downloads over time
Now4K→from559↑612%
3881.7K3K4.3K559 on Nov 12, 20254K on Oct 11Nov '25JanMarMayJulSep
Nov 12, 2025 → Oct 11 · 87 snapshots · spans 333 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.

huihui-ai/Huihui-Qwen3-VL-4B-Thinking-abliterated↓ 117 this lineage
noctrex/Huihui-Qwen3-VL-4B-Thinking-abliterated-i1-GGUF↓ 469

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

Quantizations
IQ3 IQ4 Q4_K Q5_K Q6_K
Tags
gguf image-text-to-text base_model:huihui-ai/Huihui-Qwen3-VL-4B-Thinking-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3-VL-4B-Thinking-abliterated endpoints_compatible region:us imatrix conversational

Related

Other by noctrex
Huihui-Qwen3-VL-4B-Instruct-abliterated-GGUF 28K Huihui-Qwen3-VL-30B-A3B-Instruct-abliterated-GGUF 15K Huihui-Qwen3-VL-8B-Instruct-abliterated-GGUF 9K gemma-4-26B-A4B-it-uncensored-heretic-MXFP4_MOE-GGUF 3K Huihui-Qwen3-VL-2B-Instruct-abliterated-GGUF 3K
Same base model
mradermacher/Huihui-Qwen3-VL-4B-Thinking-abliterated-i1-GGUF 1K mradermacher/Huihui-Qwen3-VL-4B-Thinking-abliterated-GGUF 957 noctrex/Huihui-Qwen3-VL-4B-Thinking-abliterated-GGUF 544 ahmed22xa/Huihui-Qwen3-VL-4B-Thinking-abliterated-comfy 0
Total size
24.1 GB
Files
17
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2025-11-08 23:27
Source huggingface.co/noctrex/Huihui-Qwen3-VL-4B-Thinking-abliterated-i1-GGUF ↗ Base model huihui-ai/Huihui-Qwen3-VL-4B-Thinking-abliterated →

Files by quantization

Q6_K 1 file 3.08 GB
Huihui-Qwen3-VL-4B-Thinking-abliterated-Q6_K.gguf 3.08 GB 0c521bc8 download
Q5_K 2 files 5.32 GB
Huihui-Qwen3-VL-4B-Thinking-abliterated-Q5_K_M.gguf 2.69 GB 05d5fb06 download
Huihui-Qwen3-VL-4B-Thinking-abliterated-Q5_K_S.gguf 2.63 GB 9692daed download
Q4_K 2 files 4.55 GB
Huihui-Qwen3-VL-4B-Thinking-abliterated-Q4_K_M.gguf 2.33 GB df65b9cf download
Huihui-Qwen3-VL-4B-Thinking-abliterated-Q4_K_S.gguf 2.22 GB 98209535 download
IQ4 2 files 4.33 GB
Huihui-Qwen3-VL-4B-Thinking-abliterated-IQ4_NL.gguf 2.22 GB ed70b5f7 download
Huihui-Qwen3-VL-4B-Thinking-abliterated-IQ4_XS.gguf 2.11 GB e7b25cef download
IQ3 4 files 6.84 GB
Huihui-Qwen3-VL-4B-Thinking-abliterated-IQ3_M.gguf 1.83 GB 07e94ed8 download
Huihui-Qwen3-VL-4B-Thinking-abliterated-IQ3_S.gguf 1.77 GB 48eeded5 download
Huihui-Qwen3-VL-4B-Thinking-abliterated-IQ3_XS.gguf 1.69 GB 9ec91e96 download
Huihui-Qwen3-VL-4B-Thinking-abliterated-IQ3_XXS.gguf 1.56 GB cb381d46 download
F32 1 file 1.55 GB
mmproj-F32.gguf 1.55 GB 481ab7c4 download
BF16 1 file 800 MB
mmproj-BF16.gguf 800 MB a53320f9 download
F16 1 file 797 MB
mmproj-F16.gguf 797 MB a1ab1cd7 download
Auxiliary files 3 files 3.70 MB
imatrix.gguf 3.69 MB eeda9523 download
.gitattributes 2.63 KB 9cfc6e82 download
README.md 1.05 KB 078efce4 download

README current version from Hugging Face

pipeline_tag: image-text-to-text
base_model:

  • huihui-ai/Huihui-Qwen3-VL-4B-Thinking-abliterated

These are quantizations of the model Huihui-Qwen3-VL-4B-Thinking-abliterated.

These quantizations were created using an imatrix merged from combined_all_large and harmful.txt to leverage the abliterated nature of the model.

For higher precision versions (which are not in an need for an imatrix), please refer to the main repository:
noctrex/Huihui-Qwen3-VL-4B-Thinking-abliterated-GGUF

Usage Notes:

  • Download the latest llama.cpp to use these quantizations.
  • Try to use the best quality you can run.
  • For the mmproj file, the F32 version is recommended for best results (F32 > BF16 > F16).

README history 6 versions

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

  1. 2025-11-08Add files using upload-large-folder tool7a0e9621 KB
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  2. 2025-11-08Add files using upload-large-folder tool5b8681f1.1 KB
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  3. 2025-11-08Add files using upload-large-folder toolcc888491.1 KB
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  4. 2025-11-08Add files using upload-large-folder toolf00104d1023 B
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  5. 2025-11-08Add files using upload-large-folder toolcef7df51020 B
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  6. 2025-11-08Add files using upload-large-folder tool3910b9b775 B
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