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noctrex/Huihui-Qwen3-VL-8B-Instruct-abliterated-i1-GGUF

noctrex Qwen 8B GGUF multimodal second-order 262K ctx
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Response includes
  • classification m8
  • files 17
  • hub_downloads_all_time 7,937
  • 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-8B-Instruct-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
8K
785 last 30d - cooling
Likes
2
Model age
11mo ago
created 2025-11-09
Downloads over time
Now8.4K→from811↑933%
4333.3K6.2K9.1K811 on Nov 12, 20258.4K 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-8B-Instruct-abliterated↓ 32,774 this lineage
noctrex/Huihui-Qwen3-VL-8B-Instruct-abliterated-i1-GGUF↓ 785

Variants by this author 2 formats · 10K 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-8B-Instruct-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3-VL-8B-Instruct-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-8B-Instruct-abliterated-GGUF 19K noctrex/Huihui-Qwen3-VL-8B-Instruct-abliterated-GGUF 9K mradermacher/Huihui-Qwen3-VL-8B-Instruct-abliterated-i1-GGUF 4K porpgel/Huihui-Qwen3-VL-8B-Instruct-abliterated-Q4_K_M-GGUF 301 quant-mind/Huihui-Qwen3-VL-8B-Instruct-abliterated-AWQ-int4 285
Total size
48.6 GB
Files
17
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2025-11-09 10:19
Source huggingface.co/noctrex/Huihui-Qwen3-VL-8B-Instruct-abliterated-i1-GGUF ↗ Base model huihui-ai/Huihui-Qwen3-VL-8B-Instruct-abliterated →

Files by quantization

Q6_K 1 file 6.26 GB
Huihui-Qwen3-VL-8B-Instruct-abliterated-Q6_K.gguf 6.26 GB 14c70b88 download
Q5_K 2 files 10.8 GB
Huihui-Qwen3-VL-8B-Instruct-abliterated-Q5_K_M.gguf 5.45 GB 360bbb5e download
Huihui-Qwen3-VL-8B-Instruct-abliterated-Q5_K_S.gguf 5.33 GB b9e5854f download
Q4_K 2 files 9.15 GB
Huihui-Qwen3-VL-8B-Instruct-abliterated-Q4_K_M.gguf 4.68 GB d4a66fde download
Huihui-Qwen3-VL-8B-Instruct-abliterated-Q4_K_S.gguf 4.47 GB 3e1ce670 download
IQ4 2 files 8.71 GB
Huihui-Qwen3-VL-8B-Instruct-abliterated-IQ4_NL.gguf 4.46 GB 6435d0e3 download
Huihui-Qwen3-VL-8B-Instruct-abliterated-IQ4_XS.gguf 4.25 GB b5ed965c download
IQ3 4 files 13.7 GB
Huihui-Qwen3-VL-8B-Instruct-abliterated-IQ3_M.gguf 3.63 GB e74a56ae download
Huihui-Qwen3-VL-8B-Instruct-abliterated-IQ3_S.gguf 3.53 GB 7a6e52b2 download
Huihui-Qwen3-VL-8B-Instruct-abliterated-IQ3_XS.gguf 3.38 GB d7c5aad5 download
Huihui-Qwen3-VL-8B-Instruct-abliterated-IQ3_XXS.gguf 3.14 GB 9d9b0bfe download
F32 1 file 2.15 GB
mmproj-F32.gguf 2.15 GB 5f2fcd29 download
BF16 1 file 1.08 GB
mmproj-BF16.gguf 1.08 GB 2fd1e7a0 download
F16 1 file 1.08 GB
mmproj-F16.gguf 1.08 GB 88b7d619 download
Auxiliary files 3 files 5.10 MB
imatrix.gguf 5.10 MB dc6fa4df download
.gitattributes 2.63 KB fe5287f9 download
README.md 1.05 KB cf55136a download

README current version from Hugging Face

pipeline_tag: image-text-to-text
base_model:

  • huihui-ai/Huihui-Qwen3-VL-8B-Instruct-abliterated

These are quantizations of the model Huihui-Qwen3-VL-8B-Instruct-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-8B-Instruct-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 1 version

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

  1. 2025-11-09Add files using upload-large-folder tool771f5cc1 KB
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