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mradermacher/Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED-i1-GGUF

mradermacher Qwen 9B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 27
  • benchmarks 11 entries
  • hub_downloads_all_time 32,382
  • 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
32K
3K last 30d - cooling
Likes
15
Model age
7mo ago
created 2026-03-04
Downloads over time
Now33.5K→from5K↑568%
3.6K14.5K25.4K36.4K5K on Mar 433.5K on Oct 11MarAprMayJunJulAugSepOct
Mar 4 → Oct 11 · 74 snapshots · spans 221 days

Benchmarks

Benchmark Score Source
Entertainment 1.4 UGI
Hazardous 1.8 UGI
Natural Intelligence 15.29 UGI
Political lean -2.5% UGI
Sensitive-Info 13.54 UGI
SocPol 1 UGI
UGI 18.19 UGI
Willingness (10) 2.8 UGI
W10-Adherence 1.5 UGI
W10-Direct 4 UGI
Writing 29.57 UGI

Genealogy 0 direct forks

Full fork graph →

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Variants by this author 2 formats · 10K 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 zh
Quantizations
IQ1 IQ2 IQ3 IQ4 Q2_K Q3_K Q4 Q4_K Q5_K Q6_K
Tags
transformers gguf fine tune creative creative writing fiction writing plot generation sub-plot generation story generation scene continue storytelling fiction story

Related

Total size
100 GB
Files
27
Quantizations
11
Registered
2026-08-22 13:56
Last updated on HF
2026-03-04 11:50

Files by quantization

Q6_K 1 file 6.85 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q6_K.gguf 6.85 GB 6bf36d53 download
Q5_K 2 files 11.9 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q5_K_M.gguf 6.07 GB dbd10968 download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q5_K_S.gguf 5.87 GB 0269fa7e download
Q4 2 files 10.4 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q4_1.gguf 5.41 GB 43ef7a7e download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q4_0.gguf 4.96 GB 120e31a2 download
Q4_K 2 files 10.2 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q4_K_M.gguf 5.24 GB 312c1023 download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q4_K_S.gguf 4.97 GB eb02bec9 download
IQ4 2 files 9.67 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ4_NL.gguf 4.95 GB 20251dbc download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ4_XS.gguf 4.72 GB 328e18d1 download
Q3_K 3 files 12.8 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q3_K_L.gguf 4.49 GB 1b0a7c0c download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q3_K_M.gguf 4.30 GB f2810a94 download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q3_K_S.gguf 3.97 GB b2531352 download
IQ3 4 files 15.5 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ3_M.gguf 4.11 GB 612d711b download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ3_S.gguf 3.97 GB 7703907d download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ3_XS.gguf 3.85 GB e6f027cb download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ3_XXS.gguf 3.53 GB b09ed966 download
Q2_K 2 files 6.66 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q2_K.gguf 3.39 GB 675cd6a0 download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-Q2_K_S.gguf 3.27 GB 9577b0a1 download
IQ2 4 files 11.7 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ2_M.gguf 3.18 GB bedb1260 download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ2_S.gguf 2.99 GB 62818910 download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ2_XS.gguf 2.85 GB 07a74821 download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ2_XXS.gguf 2.66 GB 99a4ec0f download
IQ1 2 files 4.70 GB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ1_M.gguf 2.42 GB 8cd2be50 download
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.i1-IQ1_S.gguf 2.28 GB 2b771b01 download
Auxiliary files 3 files 4.92 MB
Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED.imatrix.gguf 4.91 MB 4bce4ef2 download
README.md 8.47 KB cdd29eda download
.gitattributes 4.11 KB ff65830b download

README current version from Hugging Face


base_model: DavidAU/Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED
language:

  • en
  • zh
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • fine tune
  • creative
  • creative writing
  • fiction writing
  • plot generation
  • sub-plot generation
  • fiction writing
  • story generation
  • scene continue
  • storytelling
  • fiction story
  • science fiction
  • romance
  • all genres
  • story
  • writing
  • vivid prosing
  • vivid writing
  • fiction
  • roleplaying
  • bfloat16
  • all use cases
  • unsloth
  • heretic
  • uncensored
  • abliterated

About

weighted/imatrix quants of https://huggingface.co/DavidAU/Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED

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

static quants are available at https://huggingface.co/mradermacher/Qwen3.5-9B-Claude-4.6-HighIQ-THINKING-HERETIC-UNCENSORED-GGUF

This is a vision model - mmproj files (if any) will be in the static repository.

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 imatrix 0.1 imatrix file (for creating your own quants)
GGUF i1-IQ1_S 2.5 for the desperate
GGUF i1-IQ1_M 2.7 mostly desperate
GGUF i1-IQ2_XXS 3.0
GGUF i1-IQ2_XS 3.2
GGUF i1-IQ2_S 3.3
GGUF i1-IQ2_M 3.5
GGUF i1-Q2_K_S 3.6 very low quality
GGUF i1-Q2_K 3.7 IQ3_XXS probably better
GGUF i1-IQ3_XXS 3.9 lower quality
GGUF i1-IQ3_XS 4.2
GGUF i1-Q3_K_S 4.4 IQ3_XS probably better
GGUF i1-IQ3_S 4.4 beats Q3_K*
GGUF i1-IQ3_M 4.5
GGUF i1-Q3_K_M 4.7 IQ3_S probably better
GGUF i1-Q3_K_L 4.9 IQ3_M probably better
GGUF i1-IQ4_XS 5.2
GGUF i1-IQ4_NL 5.4 prefer IQ4_XS
GGUF i1-Q4_0 5.4 fast, low quality
GGUF i1-Q4_K_S 5.4 optimal size/speed/quality
GGUF i1-Q4_K_M 5.7 fast, recommended
GGUF i1-Q4_1 5.9
GGUF i1-Q5_K_S 6.4
GGUF i1-Q5_K_M 6.6
GGUF i1-Q6_K 7.5 practically like static Q6_K

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. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.

README history 2 versions

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

  1. 2026-03-04auto-patch README.md5336f9e8.5 KB
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  2. 2026-03-04uploaded from nico19937c40510 B
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