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mradermacher/Qwen3.5-9B-ultra-uncensored-heretic-v2-GGUF

mradermacher Qwen 9B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 16
  • hub_downloads_all_time 10,501
  • author_summary 3324 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
11K
2K last 30d - stable
Likes
3
Model age
6mo ago
created 2026-03-31
Downloads over time
Now10.9K→from40↑27,127%
04K8K12K40 on Apr 110.9K on Oct 11AprMayJunJulAugSepOct
Apr 1 → Oct 11 · 67 snapshots · spans 193 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.

Variants by this author 2 formats · 4K 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
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf heretic uncensored decensored abliterated ara en base_model:llmfan46/Qwen3.5-9B-ultra-uncensored-heretic base_model:quantized:llmfan46/Qwen3.5-9B-ultra-uncensored-heretic license:apache-2.0 endpoints_compatible

Related

Total size
75.8 GB
Files
16
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-07-23 02:45

Files by quantization

F16 2 files 16.7 GB
Qwen3.5-9B-ultra-uncensored-heretic-v2.f16.gguf 16.7 GB bef00c98 download
Qwen3.5-9B-ultra-uncensored-heretic-v2.mmproj-f16.gguf 1.66 KB 710d72b3 download
Q8_0 2 files 8.87 GB
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q8_0.gguf 8.87 GB 9be8ae4d download
Qwen3.5-9B-ultra-uncensored-heretic-v2.mmproj-Q8_0.gguf 1.66 KB d4e5a9dd download
Q6_K 1 file 6.85 GB
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q6_K.gguf 6.85 GB cf1c2dad download
Q5_K 2 files 11.9 GB
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q5_K_M.gguf 6.02 GB 48228677 download
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q5_K_S.gguf 5.87 GB 5298e845 download
Q4_K 2 files 10.2 GB
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q4_K_M.gguf 5.24 GB ab8d32f1 download
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q4_K_S.gguf 4.98 GB 5016bcb6 download
IQ4 1 file 4.87 GB
Qwen3.5-9B-ultra-uncensored-heretic-v2.IQ4_XS.gguf 4.87 GB 40dea7c1 download
Q3_K 3 files 12.9 GB
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q3_K_L.gguf 4.59 GB ec07c842 download
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q3_K_M.gguf 4.31 GB 40e179ab download
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q3_K_S.gguf 3.97 GB ecbe384e download
Q2_K 1 file 3.56 GB
Qwen3.5-9B-ultra-uncensored-heretic-v2.Q2_K.gguf 3.56 GB 835e8891 download
Auxiliary files 2 files 7.06 KB
README.md 4.56 KB ccf52ba3 download
.gitattributes 2.49 KB 162e8bdb download

README current version from Hugging Face


base_model: llmfan46/Qwen3.5-9B-ultra-uncensored-heretic
language:


About

static quants of https://huggingface.co/llmfan46/Qwen3.5-9B-ultra-uncensored-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/Qwen3.5-9B-ultra-uncensored-heretic-v2-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 mmproj-Q8_0 0.1 multi-modal supplement
GGUF mmproj-f16 0.1 multi-modal supplement
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 4 versions

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

  1. 2026-07-23auto-patch README.md0e66a744.6 KB
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  2. 2026-03-31auto-patch README.mdcb239b64.6 KB
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  3. 2026-03-31auto-patch README.md994bec34.5 KB
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  4. 2026-03-31uploaded from nico1d971242390 B
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Discussions 1 thread

  1. 2026-04-01not sure if there's anything wrong with the mmproj filesopen3 💬#1
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