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Sepolian/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-Q4_K_M

Sepolian Qwen 27B GGUF second-order 262K ctx
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Below is the per-quantization compatibility for this model. 

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/Sepolian%2FHuihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-Q4_K_M"
Response includes
  • classification m8
  • files 3
  • hub_downloads_all_time 6,058
  • author_summary 1 models
  • readme_text full
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GET/models?family=qwen&method=m8
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What "m8" means · taxonomy
10 credits · hourly refresh · ~4 KB payload Get an API key →
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
6K
283 last 30d - cooling
Likes
15
Model age
7mo ago
created 2026-03-15
Downloads over time
Now6.2K→from1.5K↑307%
1.3K3.1K4.9K6.6K1.5K on Mar 186.2K on Oct 126.2K on Oct 11MarAprMayJunJulAugSepOct
Mar 18 → Oct 12 · 70 snapshots · spans 208 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-Qwen3.5-27B-Claude-4.6-Opus-abliterated↓ 321 this lineage
Sepolian/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-Q4_K_M↓ 283

Metadata

Quantizations
Q4_K
Tags
gguf quantization qwen qwen3.5 abliterated uncensored 4bit text-generation base_model:huihui-ai/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated endpoints_compatible region:us

Related

Same base model
mradermacher/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-i1-GGUF 2K mradermacher/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-GGUF 883 lhca521/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-GGUF 704 vanch007/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-mlx-4bit 218 arandompothead/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-Q4_K_M 91
Total size
15.4 GB
Files
3
Quantizations
2
Registered
2026-08-22 13:56
Last updated on HF
2026-03-15 08:19
Source huggingface.co/Sepolian/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-Q4_K_M ↗ Base model huihui-ai/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated →

Files by quantization

Q4_K 1 file 15.4 GB
Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-Q4_K_M.gguf 15.4 GB 4fcb59c1 download
Auxiliary files 2 files 2.12 KB
.gitattributes 1.58 KB 80dfb4fa download
README.md 561 B 48f8e4bb download

README current version from Hugging Face

base_model:

  • huihui-ai/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated
    base_model_relation: quantized
    library_name: gguf
    pipeline_tag: text-generation
    tags:
  • quantization
  • qwen
  • gguf
  • qwen
  • qwen3.5
  • abliterated
  • uncensored
  • 4bit

Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-Q4_K_M

GGUF 4bit conversion of huihui-ai/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated.

Example

llama-cli \
  -m path/to/Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-Q4_K_M.gguf \
  --n-gpu-layers all \
  --ctx-size 262144 \
  --flash-attn on

README history 9 versions

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

  1. 2026-03-15Update README.md45b9102561 B
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  2. 2026-03-15Update README.md563907b546 B
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  3. 2026-03-15Update README.mdfb1e9f2552 B
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  4. 2026-03-15Update README.md7db806d236 B
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  5. 2026-03-15Update README.mdf63ca36205 B
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  6. 2026-03-15Update README.md4971f4a217 B
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  7. 2026-03-15Update README.md5057bf6202 B
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  8. 2026-03-15Update README.md9a58c77180 B
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  9. 2026-03-15Create README.md31ecd0b78 B
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Discussions 1 thread

  1. 2026-03-19Theres only one model file, could it support vision ability?closed3 💬#1
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