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mradermacher/Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-i1-GGUF

mradermacher Qwen 9B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 18
  • hub_downloads_all_time 21,291
  • 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
21K
5K last 30d - stable
Likes
12
Model age
2mo ago
created 2026-08-08
Downloads over time
Now23.5K→from145↑16,119%
08.6K17.2K25.9K145 on Aug 523.5K on Oct 12AugSepOct
Aug 5 → Oct 12 · 52 snapshots · spans 68 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 · 8K 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
IQ3 IQ4 Q2_K Q3_K Q4 Q4_K Q5_K Q6_K
Tags
transformers gguf MTP GGUFS Regular GGUFS NEO Imatrix fine tune unsloth heretic uncensored abliterated multi-stage tuned. all use cases

Related

Total size
75.7 GB
Files
18
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-08-13 14:42

Files by quantization

Q6_K 1 file 7.04 GB
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q6_K.gguf 7.04 GB 90bb29b2 download
Q5_K 2 files 12.2 GB
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q5_K_M.gguf 6.19 GB 3f302910 download
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q5_K_S.gguf 6.03 GB cdaee469 download
Q4 2 files 10.6 GB
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q4_1.gguf 5.55 GB d3447ac1 download
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q4_0.gguf 5.09 GB 0b1560d2 download
Q4_K 2 files 10.5 GB
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q4_K_M.gguf 5.38 GB c6714846 download
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q4_K_S.gguf 5.11 GB e654dfd0 download
IQ4 2 files 10.1 GB
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-IQ4_NL.gguf 5.17 GB 6b33a1aa download
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-IQ4_XS.gguf 4.96 GB d05d0096 download
Q3_K 3 files 13.2 GB
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q3_K_L.gguf 4.70 GB 9082f228 download
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q3_K_M.gguf 4.41 GB 37608bb6 download
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q3_K_S.gguf 4.06 GB 5b408157 download
IQ3 2 files 8.38 GB
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-IQ3_M.gguf 4.21 GB a5d5aef7 download
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-IQ3_S.gguf 4.17 GB 1ff6a968 download
Q2_K 1 file 3.65 GB
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.i1-Q2_K.gguf 3.65 GB 6716aa51 download
Auxiliary files 3 files 4.92 MB
Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP.imatrix.gguf 4.91 MB 202f5b5e download
README.md 7.17 KB 07003fc5 download
.gitattributes 3.50 KB c26f075a download

README current version from Hugging Face


base_model: DavidAU/Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP
language:

  • en
  • zh
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • MTP GGUFS
  • Regular GGUFS
  • NEO Imatrix
  • fine tune
  • unsloth
  • heretic
  • uncensored
  • abliterated
  • multi-stage tuned.
  • all use cases
  • thinking
  • reasoning
  • qwen3.5
  • coder
  • creative
  • writing
  • fiction
  • roleplaying
  • bfloat16
  • all use cases

About

weighted/imatrix quants of https://huggingface.co/DavidAU/Qwen3.5-9B-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP

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-The-Defiant-Fable-DARK-ROAST-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-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-Q2_K 4.0 IQ3_XXS probably better
GGUF i1-Q3_K_S 4.5 IQ3_XS probably better
GGUF i1-IQ3_S 4.6 beats Q3_K*
GGUF i1-IQ3_M 4.6
GGUF i1-Q3_K_M 4.8 IQ3_S probably better
GGUF i1-Q3_K_L 5.1 IQ3_M probably better
GGUF i1-IQ4_XS 5.4
GGUF i1-Q4_0 5.6 fast, low quality
GGUF i1-Q4_K_S 5.6 optimal size/speed/quality
GGUF i1-IQ4_NL 5.7 prefer IQ4_XS
GGUF i1-Q4_K_M 5.9 fast, recommended
GGUF i1-Q4_1 6.1
GGUF i1-Q5_K_S 6.6
GGUF i1-Q5_K_M 6.7
GGUF i1-Q6_K 7.7 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 4 versions

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

  1. 2026-08-13auto-patch README.mdad376a57.2 KB
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  2. 2026-08-10auto-patch README.md24683b47.2 KB
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  3. 2026-08-08auto-patch README.mdc3144d63.9 KB
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  4. 2026-08-08uploaded from nico145ab2be532 B
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