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mradermacher/Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking-i1-GGUF

mradermacher Qwen 27B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 26
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  • author_summary 3328 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
19K
3K last 30d - stable
Likes
2
Model age
4mo ago
created 2026-05-17
Downloads over time
Now19.6K→from4.6K↑330%
1.1K7.8K14.6K21.3K4.6K on May 2019.6K on Oct 12MayJunJulAugSepOct
May 20 → Oct 12 · 63 snapshots · spans 145 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 · 4K 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 unsloth heretic uncensored abliterated fine tune creative creative writing fiction writing plot generation sub-plot generation

Related

Total size
280 GB
Files
26
Quantizations
11
Registered
2026-08-22 13:56
Last updated on HF
2026-07-04 15:26

Files by quantization

Q6_K 1 file 20.6 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q6_K.gguf 20.6 GB 7caf4b98 download
Q5_K 2 files 35.3 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q5_K_M.gguf 17.9 GB 16adc40c download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q5_K_S.gguf 17.4 GB 99dee6e5 download
Q4 2 files 30.4 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q4_1.gguf 15.9 GB 394fa73f download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q4_0.gguf 14.5 GB 3fa497f8 download
Q4_K 2 files 29.9 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q4_K_M.gguf 15.4 GB 7169d175 download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q4_K_S.gguf 14.5 GB e09fb740 download
IQ4 1 file 14.0 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ4_XS.gguf 14.0 GB 0f2dc994 download
Q3_K 3 files 37.0 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q3_K_L.gguf 13.4 GB 4aa9cea3 download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q3_K_M.gguf 12.4 GB 82badb8e download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q3_K_S.gguf 11.2 GB 6ae42991 download
IQ3 4 files 44.8 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ3_M.gguf 11.7 GB 7c2c4edc download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ3_S.gguf 11.6 GB 4f24fb0b download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ3_XS.gguf 11.1 GB d7f59d23 download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ3_XXS.gguf 10.4 GB 36740a28 download
Q2_K 2 files 19.5 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q2_K.gguf 9.98 GB 7a53d46f download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-Q2_K_S.gguf 9.54 GB a122d0e6 download
IQ2 4 files 34.4 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ2_M.gguf 9.32 GB 5f4fc689 download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ2_S.gguf 8.72 GB 4dfcd128 download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ2_XS.gguf 8.47 GB 599f413b download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ2_XXS.gguf 7.85 GB a6a9f4fd download
IQ1 2 files 13.8 GB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ1_M.gguf 7.11 GB f6034471 download
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.i1-IQ1_S.gguf 6.66 GB 3e2afcac download
Auxiliary files 3 files 13.0 MB
Qwen3.6-27B-Heretic2-Uncensored-Finetune-Thinking.imatrix.gguf 13.0 MB 6b3f395f download
README.md 7.86 KB c253b90a download
.gitattributes 3.64 KB 5ee5d796 download

README current version from Hugging Face


base_model: ansulev/Qwen3.6-27B-Heretic2-Thinking
language:

  • en
  • zh
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • unsloth
  • heretic
  • uncensored
  • abliterated
  • 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

About

weighted/imatrix quants of https://huggingface.co/ansulev/Qwen3.6-27B-Heretic2-Thinking

For a convenient overview and download list, visit our model page for this model.

static quants are available at https://huggingface.co/mradermacher/Qwen3.6-27B-Heretic2-Uncensored-Finetune-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 7.2 for the desperate
GGUF i1-IQ1_M 7.7 mostly desperate
GGUF i1-IQ2_XXS 8.5
GGUF i1-IQ2_XS 9.2
GGUF i1-IQ2_S 9.5
GGUF i1-IQ2_M 10.1
GGUF i1-Q2_K_S 10.3 very low quality
GGUF i1-Q2_K 10.8 IQ3_XXS probably better
GGUF i1-IQ3_XXS 11.3 lower quality
GGUF i1-IQ3_XS 12.1
GGUF i1-Q3_K_S 12.2 IQ3_XS probably better
GGUF i1-IQ3_S 12.5 beats Q3_K*
GGUF i1-IQ3_M 12.7
GGUF i1-Q3_K_M 13.4 IQ3_S probably better
GGUF i1-Q3_K_L 14.4 IQ3_M probably better
GGUF i1-IQ4_XS 15.2
GGUF i1-Q4_0 15.6 fast, low quality
GGUF i1-Q4_K_S 15.7 optimal size/speed/quality
GGUF i1-Q4_K_M 16.6 fast, recommended
GGUF i1-Q4_1 17.2
GGUF i1-Q5_K_S 18.8
GGUF i1-Q5_K_M 19.3
GGUF i1-Q6_K 22.2 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. 2026-07-04auto-patch README.md9ca7d557.9 KB
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  2. 2026-05-17auto-patch README.md82ddf217.9 KB
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  3. 2026-05-17auto-patch README.mdf05112c5.2 KB
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  4. 2026-05-17uploaded from nico1c0e27cf503 B
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