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mradermacher/Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic-i1-GGUF

mradermacher 9B GGUF second-order
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  • classification m3
  • files 21
  • author_summary 3364 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 · 30-day
0
Likes
1
Model age
today
created 2026-10-20

Training datasets

Corpora the author lists in the model card. Datasets tracked in our /datasets catalog carry a category badge linking to the workflow stage. Others open on Hugging Face.

Genealogy 0 direct forks

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Variants by this author 2 formats · 0 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
Quantizations
IQ1 IQ2 IQ3 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K
Tags
transformers gguf merge qwen3_5 qwen3.5 reasoning coding agentic conversational long-context heretic uncensored

Related

Total size
75.7 GB
Files
21
Quantizations
10
Registered
2026-10-20 09:00
Last updated on HF
2026-10-20 09:30

Files by quantization

Q6_K 1 file 6.85 GB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-Q6_K.gguf 6.85 GB 96751a37 download
Q5_K 1 file 5.87 GB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-Q5_K_S.gguf 5.87 GB 7e556527 download
Q4_K 2 files 10.2 GB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-Q4_K_M.gguf 5.24 GB 205299dd download
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-Q4_K_S.gguf 4.98 GB 0d4a4b07 download
IQ4 2 files 9.89 GB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-IQ4_NL.gguf 5.05 GB fdbe9d7a download
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-IQ4_XS.gguf 4.84 GB 08f5663c download
Q3_K 3 files 12.9 GB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-Q3_K_L.gguf 4.59 GB a1dbb7bc download
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-Q3_K_M.gguf 4.31 GB 41a25d77 download
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-Q3_K_S.gguf 3.97 GB fd446386 download
IQ3 2 files 7.78 GB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-IQ3_M.gguf 4.11 GB fc7d827b download
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-IQ3_XXS.gguf 3.67 GB fb035ab6 download
Q2_K 2 files 7.01 GB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-Q2_K.gguf 3.56 GB 0f5c46c0 download
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-Q2_K_S.gguf 3.44 GB f432da39 download
IQ2 4 files 12.5 GB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-IQ2_M.gguf 3.36 GB 5c3c8caa download
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-IQ2_S.gguf 3.19 GB 681dc2a2 download
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-IQ2_XS.gguf 3.06 GB 7e125fa8 download
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-IQ2_XXS.gguf 2.89 GB 21349672 download
IQ1 1 file 2.68 GB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.i1-IQ1_M.gguf 2.68 GB 15a74fa9 download
Auxiliary files 3 files 9.84 MB
Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic.imatrix.gguf 9.83 MB 7bda8759 download
README.md 4.64 KB 349159e3 download
.gitattributes 3.26 KB 10cd47f1 download

README current version from Hugging Face


base_model: xtools-at/Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic
datasets:

  • armand0e/claude-fable-5-claude-code
  • lambda/hermes-agent-reasoning-traces
  • Jackrong/Claude-opus-4.7-TraceInversion-5000x
  • Jackrong/Claude-opus-4.6-TraceInversion-9000x
    language:
  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • merge
  • qwen3_5
  • qwen3.5
  • reasoning
  • coding
  • agentic
  • conversational
  • long-context
  • transformers
  • heretic
  • uncensored
  • decensored
  • abliterated
  • reproducible

About

weighted/imatrix quants of https://huggingface.co/xtools-at/Qwen3.5-9B-Claude-3xMerge-UNCENSORED-heretic

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-3xMerge-UNCENSORED-heretic-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-IQ2_M 3.7
GGUF i1-Q2_K 3.9 IQ3_XXS probably better
GGUF i1-IQ3_XXS 4.0 lower quality
GGUF i1-IQ3_M 4.5
GGUF i1-Q3_K_M 4.7 IQ3_S probably better
GGUF i1-Q4_K_S 5.5 optimal size/speed/quality
GGUF i1-IQ4_NL 5.5 prefer IQ4_XS
GGUF i1-Q4_K_M 5.7 fast, recommended

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.

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