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azminawwar/huihui-ai_Huihui-Qwen3.5-0.8B-abliterated_Ultimate-Offensive-Red-Team

azminawwar Qwen 800M GGUF multimodal 262K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/azminawwar%2Fhuihui-ai_Huihui-Qwen3.5-0.8B-abliterated_Ultimate-Offensive-Red-Team"
Response includes
  • classification m8
  • files 12
  • hub_downloads_all_time 3,689
  • author_summary 2 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
4K
2K last 30d - active
Likes
3
Model age
2mo ago
created 2026-08-02
Downloads over time
Now4.7K→from646↑622%
4452K3.5K5.1K646 on Aug 54.7K on Oct 11AugSepOct
Aug 5 → Oct 11 · 50 snapshots · spans 67 days

Metadata

Quantizations
BF16 F16 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
gguf qwen3_5 llama.cpp unsloth vision-language-model endpoints_compatible region:us conversational

Related

Total size
6.24 GB
Files
12
Quantizations
10
Registered
2026-08-22 13:56
Last updated on HF
2026-08-02 03:04

Files by quantization

BF16 1 file 1.45 GB
Huihui-Qwen3.5-0.8B-abliterated.BF16.gguf 1.45 GB 28d4684a download
F16 1 file 1.45 GB
Huihui-Qwen3.5-0.8B-abliterated.F16.gguf 1.45 GB ec7644d2 download
Q8_0 1 file 795 MB
Huihui-Qwen3.5-0.8B-abliterated.Q8_0.gguf 795 MB f3dd2ddd download
Q6_K 1 file 617 MB
Huihui-Qwen3.5-0.8B-abliterated.Q6_K.gguf 617 MB b8143dd3 download
Q5_K 1 file 565 MB
Huihui-Qwen3.5-0.8B-abliterated.Q5_K_M.gguf 565 MB 2e1cb8d1 download
Q4_K 1 file 517 MB
Huihui-Qwen3.5-0.8B-abliterated.Q4_K_M.gguf 517 MB 7388c883 download
Q2_K 1 file 469 MB
Huihui-Qwen3.5-0.8B-abliterated.Q2_K_L.gguf 469 MB 9ec36895 download
Q3_K 1 file 454 MB
Huihui-Qwen3.5-0.8B-abliterated.Q3_K_M.gguf 454 MB a8bedceb download
mmproj 1 file 195 MB
Huihui-Qwen3.5-0.8B-abliterated.F16-mmproj.gguf 195 MB 33a9eb40 download
Auxiliary files 3 files 6.48 KB
config.json 3.08 KB 24b61ca7 download
.gitattributes 2.18 KB 56d5e8d6 download
README.md 1.21 KB 63c0d2f1 download

README current version from Hugging Face


tags:

  • gguf
  • llama.cpp
  • unsloth
  • vision-language-model

huihui-ai_Huihui-Qwen3.5-0.8B-abliterated_Ultimate-Offensive-Red-Team : GGUF

This model was finetuned and converted to GGUF format using Unsloth.

Example usage:

  • For text only LLMs: llama-cli -hf azminawwar/huihui-ai_Huihui-Qwen3.5-0.8B-abliterated_Ultimate-Offensive-Red-Team --jinja
  • For multimodal models: llama-mtmd-cli -hf azminawwar/huihui-ai_Huihui-Qwen3.5-0.8B-abliterated_Ultimate-Offensive-Red-Team --jinja

Available Model files:

  • Huihui-Qwen3.5-0.8B-abliterated.Q2_K_L.gguf
  • Huihui-Qwen3.5-0.8B-abliterated.F16.gguf
  • Huihui-Qwen3.5-0.8B-abliterated.Q3_K_M.gguf
  • Huihui-Qwen3.5-0.8B-abliterated.Q4_K_M.gguf
  • Huihui-Qwen3.5-0.8B-abliterated.Q5_K_M.gguf
  • Huihui-Qwen3.5-0.8B-abliterated.Q6_K.gguf
  • Huihui-Qwen3.5-0.8B-abliterated.Q8_0.gguf
  • Huihui-Qwen3.5-0.8B-abliterated.BF16.gguf
  • Huihui-Qwen3.5-0.8B-abliterated.F16-mmproj.gguf
    This was trained 2x faster with Unsloth

README history 1 version

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

  1. 2026-08-02Add README7eed7831.2 KB
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