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xCloudinfo/Qwen3-VL-32B-Abliterated-xCloud-GGUF

xCloudinfo Qwen 32B GGUF multimodal second-order 262K ctx
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Response includes
  • classification m8
  • files 10
  • hub_downloads_all_time 1,238
  • author_summary 25 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
1K
417 last 30d - stable
Likes
0
Model age
7w ago
created 2026-08-21
Downloads over time
Now1.4K→from129↑974%
05081K1.5K129 on Aug 191.4K on Oct 11AugSepOct
Aug 19 → Oct 11 · 48 snapshots · spans 53 days

Genealogy 0 direct forks

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Variants by this author 2 formats · 437 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 zh
Quantizations
IQ2 IQ4 Q4_K Q5_K Q6_K Q8_0
Tags
gguf abliterated vision-language multimodal qwen3-vl image-text-to-text zh en base_model:Qwen/Qwen3-VL-32B-Instruct base_model:quantized:Qwen/Qwen3-VL-32B-Instruct license:apache-2.0 endpoints_compatible

Related

Total size
125 GB
Files
10
Quantizations
8
Registered
2026-08-22 13:56
Last updated on HF
2026-08-30 08:21

Files by quantization

Q8_0 1 file 32.4 GB
Qwen3-VL-32B-Abliterated-xCloud-Q8_0.gguf 32.4 GB 1be1298b download
Q6_K 1 file 25.0 GB
Qwen3-VL-32B-Abliterated-xCloud-Q6_K.gguf 25.0 GB 75df8f57 download
Q5_K 1 file 21.6 GB
Qwen3-VL-32B-Abliterated-xCloud-Q5_K_M.gguf 21.6 GB 29427d88 download
Q4_K 1 file 18.4 GB
Qwen3-VL-32B-Abliterated-xCloud-Q4_K_M.gguf 18.4 GB 6c07a520 download
IQ4 1 file 16.5 GB
Qwen3-VL-32B-Abliterated-xCloud-IQ4_XS.gguf 16.5 GB 0b0688f0 download
IQ2 1 file 10.6 GB
Qwen3-VL-32B-Abliterated-xCloud-IQ2_M.gguf 10.6 GB 5d7bcc55 download
mmproj 1 file 1.12 GB
Qwen3-VL-32B-Abliterated-xCloud-mmproj.gguf 1.12 GB 6edefe61 download
Auxiliary files 3 files 14.6 MB
Qwen3-VL-32B-Abliterated-xCloud-imatrix.dat 14.6 MB 0b6f537e download
.gitattributes 2.10 KB 290ca0bc download
README.md 1.96 KB 302f4f48 download

README current version from Hugging Face


license: apache-2.0
base_model: xCloudinfo/Qwen3-VL-32B-Abliterated-xCloud
pipeline_tag: image-text-to-text
library_name: gguf
tags:

  • gguf
  • llama.cpp
  • uncensored
  • abliterated
  • multimodal
  • vision
  • qwen3_vl
    language:
  • en
  • zh

Qwen3-VL-32B-Abliterated-xCloud (GGUF)

繁體中文 | English below

xCloudinfo/Qwen3-VL-32B-Abliterated-xCloud
的 llama.cpp GGUF 量化版(含視覺 mmproj)。原模型由 xCloudinfo 以 Qwen/Qwen3-VL-32B-Instruct 為基礎、
移除過度拒絕(abliteration)而得。公開釋出供社群測試。

版本對照

量化 大小 說明
Q8_0 33 GB 近乎無損
Q6_K 26 GB 高品質
Q5_K_M 22 GB 品質/體積平衡
Q4_K_M 19 GB 一般部署建議
IQ4_XS 17 GB imatrix 量化
IQ2_M 11 GB 最小可用,imatrix 量化

另附 mmproj.gguf(視覺投影,1.2 GB,看圖必需)與 imatrix.dat。

使用方式(含看圖)

llama-server -m Qwen3-VL-32B-Abliterated-xCloud-Q4_K_M.gguf \
  --mmproj Qwen3-VL-32B-Abliterated-xCloud-mmproj.gguf \
  --jinja -ngl 99 -c 8192

Responsible use / 責任

授權 Apache-2.0(沿用 base)。本模型已移除安全對齊的拒絕行為,可能對敏感或雙用途請求直接作答,
僅供社群測試與研究;使用者須自負合法、合規、合乎倫理之責。xCloudinfo 不對輸出或後續使用承擔責任。


Qwen3-VL-32B-Abliterated-xCloud (GGUF) — English

llama.cpp GGUF quantizations (with vision mmproj) of
xCloudinfo/Qwen3-VL-32B-Abliterated-xCloud,
an abliterated (reduced over-refusal) build of Qwen/Qwen3-VL-32B-Instruct. Released for community testing.
Use --mmproj for image input. Apache-2.0. Safety refusals removed — users are solely responsible for lawful,
ethical use; released for research/testing only.

README history 1 version

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

  1. 2026-08-30Upload README.md with huggingface_hub0da22bc3 KB
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