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DarkArtsForge/huihui-ai_Huihui-GLM-4.5-Air-abliterated-Q3_K_M-GGUF

DarkArtsForge Glm GGUF 131K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/DarkArtsForge%2Fhuihui-ai_Huihui-GLM-4.5-Air-abliterated-Q3_K_M-GGUF"
Response includes
  • classification m8
  • files 8
  • hub_downloads_all_time 1,170
  • author_summary 1 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
MEDIUM
Inherited from base model
M1 Direct removal →
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
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
1K
40 last 30d - cooling
Likes
1
Model age
9mo ago
created 2026-01-04
Downloads over time
Now1.2K→from4↑29,525%
04348691.3K4 on Jan 71.2K on Oct 111.2K on Oct 10JanMarMayJulSep
Jan 7 → Oct 11 · 79 snapshots · spans 277 days

Metadata

Tags
gguf endpoints_compatible region:us conversational
Total size
53.1 GB
Files
8
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-05-22 10:27
Source huggingface.co/DarkArtsForge/huihui-ai_Huihui-GLM-4.5-Air-abliterated-Q3_K_M-GGUF ↗

Files by quantization

Auxiliary files 8 files 53.1 GB
Q3_K_M-GGUF-00002-of-00006.gguf 9.29 GB ecdb375c download
Q3_K_M-GGUF-00003-of-00006.gguf 9.29 GB 6f8678e2 download
Q3_K_M-GGUF-00001-of-00006.gguf 9.29 GB 6ac70113 download
Q3_K_M-GGUF-00004-of-00006.gguf 9.04 GB 3c2a5217 download
Q3_K_M-GGUF-00005-of-00006.gguf 8.99 GB 5dcefa75 download
Q3_K_M-GGUF-00006-of-00006.gguf 7.21 GB 44732bfc download
.gitattributes 1.88 KB c8739f38 download
README.md 806 B 10588002 download

README current version from Hugging Face

saved from huihui's repo before the Q3_K_M was deleted

https://huggingface.co/huihui-ai/Huihui-GLM-4.5-Air-abliterated-GGUF/tree/main/Q3_K_M-GGUF

useful for 64gb ram

this is the setup I use with 8gb vram

koboldcpp.exe --host 0.0.0.0 --port 5001 --model Q3_K_M-GGUF-00001-of-00006.gguf --flashattention --contextsize 57344 --gpulayers 22 --moecpu

or

koboldcpp.exe --host 0.0.0.0 --port 5001 --model Q3_K_M-GGUF-00001-of-00006.gguf --flashattention --contextsize 16384 --gpulayers 48 --moecpu

this model is really good but i recommend mlabonne's abliterated gemma 3 27B for cases when GLM struggles with prompt adherence

Update

the original model has been deleted. here are the safetensors upconverted from Q4_K_M

README history 4 versions

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

  1. 2026-05-22Update README.md482b61c806 B
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  2. 2026-01-23Update README.mdba43cbb631 B
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  3. 2026-01-09Update README.md48fdc28481 B
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  4. 2026-01-09Create README.md7fb3ffe351 B
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