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mradermacher/Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT-GGUF

mradermacher Qwen 9B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 16
  • hub_downloads_all_time 17,584
  • 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
18K
2K last 30d - cooling
Likes
11
Model age
7mo ago
created 2026-03-09
Downloads over time
Now18K→from570↑3,066%
06.6K13.2K19.8K570 on Mar 1018K on Oct 11MarAprMayJunJulAugSepOct
Mar 10 → Oct 11 · 73 snapshots · spans 215 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
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
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
75.5 GB
Files
16
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-03-10 12:33

Files by quantization

F16 2 files 17.5 GB
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.f16.gguf 16.7 GB 50d43647 download
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.mmproj-f16.gguf 876 MB 0bb5f7e9 download
Q8_0 2 files 9.45 GB
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q8_0.gguf 8.87 GB 16f06308 download
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.mmproj-Q8_0.gguf 595 MB 5ef73ecb download
Q6_K 1 file 6.85 GB
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q6_K.gguf 6.85 GB e27f9cf4 download
Q5_K 2 files 11.9 GB
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q5_K_M.gguf 6.07 GB 1a0de811 download
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q5_K_S.gguf 5.87 GB 084d2be1 download
Q4_K 2 files 10.2 GB
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q4_K_M.gguf 5.24 GB 1537669f download
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q4_K_S.gguf 4.97 GB c19447d1 download
IQ4 1 file 4.75 GB
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.IQ4_XS.gguf 4.75 GB e348c4f8 download
Q3_K 3 files 12.8 GB
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q3_K_L.gguf 4.49 GB 68ddd85d download
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q3_K_M.gguf 4.30 GB 7112a740 download
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q3_K_S.gguf 3.97 GB 281444df download
Q2_K 1 file 3.39 GB
Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT.Q2_K.gguf 3.39 GB e1caf8ef download
Auxiliary files 2 files 8.12 KB
README.md 5.25 KB 24a57e19 download
.gitattributes 2.86 KB 0a429816 download

README current version from Hugging Face


base_model: DavidAU/Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT
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

static quants of https://huggingface.co/DavidAU/Qwen3.5-9B-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT

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-Claude-4.6-OS-HERETIC-UNCENSORED-INSTRUCT-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 0.7 multi-modal supplement
GGUF mmproj-f16 1.0 multi-modal supplement
GGUF Q2_K 3.7
GGUF Q3_K_S 4.4
GGUF Q3_K_M 4.7 lower quality
GGUF Q3_K_L 4.9
GGUF IQ4_XS 5.2
GGUF Q4_K_S 5.4 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. 2026-03-10auto-patch README.md4726f045.3 KB
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  2. 2026-03-09auto-patch README.md73384f55.3 KB
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  3. 2026-03-09auto-patch README.mde5ec32a5.1 KB
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  4. 2026-03-09uploaded from nico1480c2ca403 B
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Discussions 1 thread

  1. 2026-06-17Thank you!open2 💬#1
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