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fairy322/Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic-GGUF

fairy322 Qwen 9B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 14
  • hub_downloads_all_time 1,104
  • author_summary 24 models
  • readme_text full
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Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · lifetime
1K
506 last 30d - stable
Likes
0
Model age
2mo ago
created 2026-08-08
Downloads over time
Now1.3K→from265↑378%
2155999841.4K265 on Aug 51.3K on Oct 11AugSepOct
Aug 5 → Oct 11 · 50 snapshots · spans 67 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.

Metadata

License
apache-2.0
Languages
en
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf abliterated uncensored Claude reasoning chain-of-thought Dense heretic decensored en base_model:sulpikar2/Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic

Related

Total size
75.8 GB
Files
14
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-08-08 04:15

Files by quantization

F16 1 file 16.7 GB
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.f16.gguf 16.7 GB 70d49409 download
Q8_0 1 file 8.87 GB
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q8_0.gguf 8.87 GB 3b5d80c0 download
Q6_K 1 file 6.85 GB
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q6_K.gguf 6.85 GB 25c94a73 download
Q5_K 2 files 11.9 GB
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q5_K_M.gguf 6.02 GB b2049a12 download
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q5_K_S.gguf 5.87 GB d59070f9 download
Q4_K 2 files 10.2 GB
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q4_K_M.gguf 5.24 GB 6c9cb2ab download
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q4_K_S.gguf 4.98 GB fef48147 download
IQ4 1 file 4.87 GB
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.IQ4_XS.gguf 4.87 GB 27da0953 download
Q3_K 3 files 12.9 GB
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q3_K_L.gguf 4.59 GB 58019003 download
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q3_K_M.gguf 4.31 GB 8497eb1f download
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q3_K_S.gguf 3.97 GB 68b11f73 download
Q2_K 1 file 3.56 GB
Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic.Q2_K.gguf 3.56 GB 29b6b6dd download
Auxiliary files 2 files 7.36 KB
README.md 4.69 KB 9b6bfdee download
.gitattributes 2.67 KB 6958f56d download

README current version from Hugging Face


base_model: sulpikar2/Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic
language:


About

static quants of https://huggingface.co/sulpikar2/Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic

For a convenient overview and download list, visit our model page for this model.

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-heretic-i1-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's
READMEs
for
more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link Type Size/GB Notes
GGUF Q2_K 3.9
GGUF Q3_K_S 4.4
GGUF Q3_K_M 4.7 lower quality
GGUF Q3_K_L 5.0
GGUF IQ4_XS 5.3
GGUF Q4_K_S 5.5 fast, recommended
GGUF Q4_K_M 5.7 fast, recommended
GGUF Q5_K_S 6.4
GGUF Q5_K_M 6.6
GGUF Q6_K 7.5 very good quality
GGUF Q8_0 9.6 fast, best quality
GGUF f16 18.0 16 bpw, overkill

Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):

image.png

And here are Artefact2's thoughts on the matter:
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to
questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time.

README history 1 version

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

  1. 2026-08-08Duplicate from mradermacher/Huihui-Qwen3.5-9B-Claude-4.6-Opus-abliterated-her...da88b244.7 KB
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