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mradermacher/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved-GGUF

mradermacher Qwen 35B GGUF MoE second-order 262K ctx
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Response includes
  • classification m3
  • files 15
  • hub_downloads_all_time 3,783
  • 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
4K
919 last 30d - stable
Likes
0
Model age
4mo ago
created 2026-05-25
Downloads over time
Now4K→from1.7K↑134%
1.6K2.5K3.3K4.2K1.7K on Jun 104K on Oct 11JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 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 · 2K 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
IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf heretic uncensored decensored abliterated mpoa mtp en base_model:llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved base_model:quantized:llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved license:apache-2.0

Related

Total size
226 GB
Files
15
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-05-26 06:02

Files by quantization

Q8_0 2 files 35.8 GB
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q8_0.gguf 35.2 GB 150661d9 download
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.mmproj-Q8_0.gguf 586 MB bb65191c download
Q6_K 1 file 27.2 GB
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q6_K.gguf 27.2 GB df5e68fb download
Q5_K 2 files 46.5 GB
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q5_K_M.gguf 23.6 GB 6b1fa482 download
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q5_K_S.gguf 22.9 GB b47821b0 download
Q4_K 2 files 39.2 GB
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q4_K_M.gguf 20.2 GB c5deb618 download
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q4_K_S.gguf 19.0 GB cc532065 download
IQ4 1 file 18.1 GB
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.IQ4_XS.gguf 18.1 GB 33108344 download
Q3_K 3 files 47.7 GB
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q3_K_L.gguf 17.3 GB 39f9a5c2 download
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q3_K_M.gguf 16.0 GB 3b4f52a2 download
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q3_K_S.gguf 14.5 GB 6acfbc0d download
Q2_K 1 file 12.3 GB
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.Q2_K.gguf 12.3 GB b31f9d63 download
F16 1 file 858 MB
Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved.mmproj-f16.gguf 858 MB e111aef0 download
Auxiliary files 2 files 7.84 KB
README.md 5.00 KB 0bf3c99c download
.gitattributes 2.84 KB 8889950e download

README current version from Hugging Face


base_model: llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved
language:


About

static quants of https://huggingface.co/llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved-i1-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 mmproj-Q8_0 0.7 multi-modal supplement
GGUF mmproj-f16 1.0 multi-modal supplement
GGUF Q2_K 13.3
GGUF Q3_K_S 15.6
GGUF Q3_K_M 17.3 lower quality
GGUF Q3_K_L 18.7
GGUF IQ4_XS 19.5
GGUF Q4_K_S 20.5 fast, recommended
GGUF Q4_K_M 21.8 fast, recommended
GGUF Q5_K_S 24.7
GGUF Q5_K_M 25.4
GGUF Q6_K 29.3 very good quality
GGUF Q8_0 37.9 fast, best quality

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.

README history 5 versions

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

  1. 2026-05-26auto-patch README.mdfc9c7365 KB
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  2. 2026-05-25auto-patch README.mdadc26415.1 KB
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  3. 2026-05-25auto-patch README.mddab428b4.9 KB
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  4. 2026-05-25auto-patch README.md1a35ccb4 KB
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  5. 2026-05-25uploaded from nico1b37ff88410 B
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