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

mradermacher Qwen 9B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 27
  • hub_downloads_all_time 17,406
  • 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
17K
2K last 30d - stable
Likes
7
Model age
7mo ago
created 2026-03-04
Downloads over time
Now18.4K→from4.3K↑328%
3.6K9K14.4K19.8K4.3K on Mar 418.4K on Oct 12MarAprMayJunJulAugSepOct
Mar 4 → Oct 12 · 75 snapshots · spans 222 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 · 12K 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 14:31

Files by quantization

Q6_K 1 file 6.85 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q6_K.gguf 6.85 GB e2c5dcef download
Q5_K 2 files 11.9 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q5_K_M.gguf 6.07 GB f7c99b5e download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q5_K_S.gguf 5.87 GB 98b2549f download
Q4 2 files 10.4 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q4_1.gguf 5.41 GB 2bd8ce1f download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q4_0.gguf 4.96 GB 92f1c3d5 download
Q4_K 2 files 10.2 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q4_K_M.gguf 5.24 GB d92169a4 download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q4_K_S.gguf 4.97 GB 753306d6 download
IQ4 2 files 9.67 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ4_NL.gguf 4.95 GB d80df7e5 download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ4_XS.gguf 4.72 GB dcda297a download
Q3_K 3 files 12.8 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q3_K_L.gguf 4.49 GB 303f6a62 download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q3_K_M.gguf 4.30 GB 8137191d download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q3_K_S.gguf 3.97 GB de170a38 download
IQ3 4 files 15.5 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ3_M.gguf 4.11 GB 4d7da4f4 download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ3_S.gguf 3.97 GB 1af89a4b download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ3_XS.gguf 3.85 GB d47a3a1d download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ3_XXS.gguf 3.53 GB cda6e48d download
Q2_K 2 files 6.66 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q2_K.gguf 3.39 GB bfe7ea87 download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-Q2_K_S.gguf 3.27 GB 3e7556fb download
IQ2 4 files 11.7 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ2_M.gguf 3.18 GB 5583bf1f download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ2_S.gguf 2.99 GB 84c53e21 download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ2_XS.gguf 2.85 GB ab2f61b5 download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ2_XXS.gguf 2.66 GB 562a5b78 download
IQ1 2 files 4.70 GB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ1_M.gguf 2.42 GB f0ef8fdb download
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.i1-IQ1_S.gguf 2.28 GB 5806e902 download
Auxiliary files 3 files 4.92 MB
Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-HERETIC-UNCENSORED.imatrix.gguf 4.91 MB 4bce4ef2 download
README.md 8.47 KB b462942e download
.gitattributes 4.11 KB 6e0e2a83 download

README current version from Hugging Face


base_model: DavidAU/Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-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-INSTRUCT-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-INSTRUCT-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 3 versions

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

  1. 2026-03-04auto-patch README.md4b06c6f8.5 KB
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  2. 2026-03-04auto-patch README.md02e62f86.7 KB
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  3. 2026-03-04uploaded from nico11080542510 B
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