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mradermacher/Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-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
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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
8K
805 last 30d - stable
Likes
0
Model age
6mo ago
created 2026-03-24

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.

Downloads over time
Now8K→from914↑770%
5623.3K6K8.7K914 on Mar 258K on Oct 12MarAprMayJunJulAugSepOct
Mar 25 → Oct 12 · 69 snapshots · spans 201 days

Genealogy 0 direct forks

Full fork graph →

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Variants by this author 2 formats · 1K 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 fine tune abliterated uncensored heretic 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
2026-04-20 13:50

Files by quantization

Q6_K 1 file 20.6 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q6_K.gguf 20.6 GB 3b845f06 download
Q5_K 2 files 35.3 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q5_K_M.gguf 17.9 GB 6cac759e download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q5_K_S.gguf 17.4 GB 96d669c6 download
Q4 2 files 30.4 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q4_1.gguf 15.9 GB 3e21d862 download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q4_0.gguf 14.5 GB 2ca87109 download
Q4_K 2 files 29.9 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q4_K_M.gguf 15.4 GB 69900976 download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q4_K_S.gguf 14.5 GB d360a79d download
IQ4 1 file 14.0 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ4_XS.gguf 14.0 GB 34fd16f6 download
Q3_K 3 files 37.0 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q3_K_L.gguf 13.4 GB 4a1b3166 download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q3_K_M.gguf 12.4 GB 33a0ddb9 download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q3_K_S.gguf 11.2 GB 97e01e3d download
IQ3 4 files 44.8 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ3_M.gguf 11.7 GB eeee328c download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ3_S.gguf 11.6 GB 4a17988e download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ3_XS.gguf 11.1 GB 53a3cef5 download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ3_XXS.gguf 10.4 GB 2594ae71 download
Q2_K 2 files 19.5 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q2_K.gguf 9.98 GB 884338d4 download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-Q2_K_S.gguf 9.54 GB 01a8acd4 download
IQ2 4 files 34.4 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ2_M.gguf 9.32 GB 09534538 download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ2_S.gguf 8.72 GB 3b802dee download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ2_XS.gguf 8.47 GB 26e07c31 download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ2_XXS.gguf 7.85 GB 768b7c17 download
IQ1 2 files 13.8 GB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ1_M.gguf 7.11 GB 5bfb3ca8 download
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.i1-IQ1_S.gguf 6.66 GB 199d9c3a download
Auxiliary files 3 files 13.0 MB
Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking.imatrix.gguf 13.0 MB 5255e006 download
README.md 8.23 KB 336d5df3 download
.gitattributes 4.02 KB 8f084556 download

README current version from Hugging Face


base_model: DavidAU/Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking
datasets:

  • DavidAU/TNG-TNG2
  • DavidAU/DS9
    language:
  • en
  • zh
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • unsloth
  • fine tune
  • abliterated
  • uncensored
  • heretic
  • 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
  • Star Trek
  • The Next Generation
  • Deep Space Nine

About

weighted/imatrix quants of https://huggingface.co/DavidAU/Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking

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

static quants are available at https://huggingface.co/mradermacher/Qwen3.5-27B-Star-Trek-TNG-DS9-Heretic-Uncensored-Thinking-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 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 5 versions

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

  1. 2026-04-20auto-patch README.md8931b7f8.2 KB
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  2. 2026-03-24auto-patch README.md8b496118.4 KB
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  3. 2026-03-24auto-patch README.mdf9e52d45.1 KB
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  4. 2026-03-24auto-patch README.mda3cc8e83.7 KB
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  5. 2026-03-24uploaded from nico1581d1fe511 B
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