← back to catalog · registered 2026-08-22 13:56

mradermacher/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-i1-GGUF

mradermacher Qwen 40B GGUF second-order 262K ctx
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2FQwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-i1-GGUF"
Response includes
  • classification m3
  • files 26
  • hub_downloads_all_time 22,514
  • author_summary 3324 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
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
23K
2K last 30d - cooling
Likes
6
Model age
5mo ago
created 2026-05-02

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
Now23K→from0↑0%
08.4K16.9K25.3K0 on Apr 2923K on Oct 12AprMayJunJulAugSepOct
Apr 29 → Oct 12 · 65 snapshots · spans 166 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 · 6K 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 heretic uncensored abliterated multi-stage tuned. all use cases coder creative creative writing

Related

Total size
402 GB
Files
26
Quantizations
11
Registered
2026-08-22 13:56
Last updated on HF
2026-05-02 07:47

Files by quantization

Q6_K 1 file 29.9 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q6_K.gguf 29.9 GB 163c6e5b download
Q5_K 2 files 51.2 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q5_K_M.gguf 26.0 GB 95f6e415 download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q5_K_S.gguf 25.2 GB 0c28a96b download
Q4 2 files 43.9 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q4_1.gguf 23.0 GB 8610296f download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q4_0.gguf 20.9 GB 7837c58b download
Q4_K 2 files 43.2 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q4_K_M.gguf 22.3 GB db60a26a download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q4_K_S.gguf 20.9 GB 54c231fc download
IQ4 1 file 20.3 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ4_XS.gguf 20.3 GB bdaee9b1 download
Q3_K 3 files 53.2 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q3_K_L.gguf 19.3 GB 9f98e29b download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q3_K_M.gguf 17.8 GB ab7860fa download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q3_K_S.gguf 16.1 GB afa4c843 download
IQ3 4 files 64.4 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ3_M.gguf 16.8 GB fab00d61 download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ3_S.gguf 16.6 GB 2537f272 download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ3_XS.gguf 16.0 GB 183bc081 download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ3_XXS.gguf 15.0 GB 38176f3a download
Q2_K 2 files 27.9 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q2_K.gguf 14.3 GB 30c56266 download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-Q2_K_S.gguf 13.6 GB 9807b26a download
IQ2 4 files 49.0 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ2_M.gguf 13.3 GB 27d4fc3a download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ2_S.gguf 12.4 GB 7ecc06d8 download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ2_XS.gguf 12.1 GB 4ef28445 download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ2_XXS.gguf 11.2 GB a7672e3b download
IQ1 2 files 19.4 GB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ1_M.gguf 10.1 GB b560fb72 download
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.i1-IQ1_S.gguf 9.38 GB c9a04cf1 download
Auxiliary files 3 files 19.5 MB
Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking.imatrix.gguf 19.5 MB e3d97d04 download
README.md 8.77 KB fd97c4d0 download
.gitattributes 4.17 KB 151a503f download

README current version from Hugging Face


base_model: DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking
datasets:

  • TeichAI/claude-4.5-opus-high-reasoning-250x
  • DavidAU/PkDick-Deckard-5-Datasets
    language:
  • en
  • zh
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • unsloth
  • fine tune
  • heretic
  • uncensored
  • abliterated
  • multi-stage tuned.
  • all use cases
  • coder
  • 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/DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-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/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-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 10.2 for the desperate
GGUF i1-IQ1_M 10.9 mostly desperate
GGUF i1-IQ2_XXS 12.1
GGUF i1-IQ2_XS 13.1
GGUF i1-IQ2_S 13.4
GGUF i1-IQ2_M 14.4
GGUF i1-Q2_K_S 14.7 very low quality
GGUF i1-Q2_K 15.4 IQ3_XXS probably better
GGUF i1-IQ3_XXS 16.2 lower quality
GGUF i1-IQ3_XS 17.3
GGUF i1-Q3_K_S 17.4 IQ3_XS probably better
GGUF i1-IQ3_S 17.9 beats Q3_K*
GGUF i1-IQ3_M 18.2
GGUF i1-Q3_K_M 19.2 IQ3_S probably better
GGUF i1-Q3_K_L 20.8 IQ3_M probably better
GGUF i1-IQ4_XS 21.9
GGUF i1-Q4_0 22.5 fast, low quality
GGUF i1-Q4_K_S 22.6 optimal size/speed/quality
GGUF i1-Q4_K_M 24.0 fast, recommended
GGUF i1-Q4_1 24.8
GGUF i1-Q5_K_S 27.2
GGUF i1-Q5_K_M 28.0
GGUF i1-Q6_K 32.2 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. 2026-05-02auto-patch README.mdac118888.8 KB
    Loading...
  2. 2026-05-02auto-patch README.md997d1338.1 KB
    Loading...
  3. 2026-05-02auto-patch README.mdfe288c45.7 KB
    Loading...
  4. 2026-05-02uploaded from nico145b7d9a517 B
    Loading...

Discussions 1 thread

  1. 2026-05-08MTP version?open1 💬#1
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration