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mradermacher/Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-i1-GGUF

mradermacher Qwen 9B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 27
  • hub_downloads_all_time 8,688
  • author_summary 3324 models
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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
9K
2K last 30d - stable
Likes
1
Model age
7mo ago
created 2026-03-10
Downloads over time
Now9K→from3K↑205%
2.7K5K7.3K9.6K3K on Mar 119K on Oct 11MarAprMayJunJulAugSepOct
Mar 11 → Oct 11 · 70 snapshots · spans 214 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 · 3K 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
2026-03-10 13:20

Files by quantization

Q6_K 1 file 6.85 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q6_K.gguf 6.85 GB afacae5c download
Q5_K 2 files 11.9 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q5_K_M.gguf 6.07 GB c33ea13b download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q5_K_S.gguf 5.87 GB dbb9af90 download
Q4 2 files 10.4 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q4_1.gguf 5.41 GB 54113a8f download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q4_0.gguf 4.96 GB e5a9008b download
Q4_K 2 files 10.2 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q4_K_M.gguf 5.24 GB 83c71096 download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q4_K_S.gguf 4.97 GB 7b634a08 download
IQ4 2 files 9.67 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ4_NL.gguf 4.95 GB 7b8845a1 download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ4_XS.gguf 4.72 GB 6d37de3d download
Q3_K 3 files 12.8 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q3_K_L.gguf 4.49 GB 94ca3e74 download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q3_K_M.gguf 4.30 GB b5fa2eaf download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q3_K_S.gguf 3.97 GB 9fc2d15c download
IQ3 4 files 15.5 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ3_M.gguf 4.11 GB 170d62af download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ3_S.gguf 3.97 GB 0401cf8f download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ3_XS.gguf 3.85 GB b73c90e1 download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ3_XXS.gguf 3.53 GB 19497779 download
Q2_K 2 files 6.66 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q2_K.gguf 3.39 GB 3ce66791 download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-Q2_K_S.gguf 3.27 GB d274af0e download
IQ2 4 files 11.7 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ2_M.gguf 3.18 GB 5c14f27e download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ2_S.gguf 2.99 GB e7628f3f download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ2_XS.gguf 2.85 GB 45c1e531 download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ2_XXS.gguf 2.66 GB a2864683 download
IQ1 2 files 4.70 GB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ1_M.gguf 2.42 GB 00d6992f download
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.i1-IQ1_S.gguf 2.28 GB 5e4a96a9 download
Auxiliary files 3 files 4.92 MB
Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING.imatrix.gguf 4.91 MB 096aa5af download
README.md 9.01 KB 0beb1052 download
.gitattributes 4.35 KB fb55b723 download

README current version from Hugging Face


base_model: DavidAU/Qwen3.5-9B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING
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-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING

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-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-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 3 versions

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

  1. 2026-03-10auto-patch README.mddafea419 KB
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  2. 2026-03-10auto-patch README.mdd1c9ed16.9 KB
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  3. 2026-03-10uploaded from nico18e34cf0520 B
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