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mradermacher/Q3.5-BlueStar-v2-27B-uncensored-heretic-GGUF

mradermacher 27B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 15
  • hub_downloads_all_time 1,592
  • 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
2K
551 last 30d - stable
Likes
1
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
Now1.8K→from678↑167%
6221.1K1.5K1.9K678 on Mar 251.8K on Oct 11MarAprMayJunJulAugSepOct
Mar 25 → Oct 11 · 68 snapshots · spans 200 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
mit
Languages
en
Quantizations
IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf heretic uncensored decensored abliterated ara en dataset:zerofata/Instruct-Anime dataset:zerofata/Gemini-3.1-Pro-SmallWiki dataset:zerofata/Gemini-3.1-Pro-GLM5-Characters dataset:zerofata/Roleplay-Anime-Characters

Related

Total size
174 GB
Files
15
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-03-24 15:00

Files by quantization

Q8_0 2 files 27.2 GB
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q8_0.gguf 26.6 GB edf33618 download
Q3.5-BlueStar-v2-27B-uncensored-heretic.mmproj-Q8_0.gguf 600 MB 737d8367 download
Q6_K 1 file 20.6 GB
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q6_K.gguf 20.6 GB 55d3c119 download
Q5_K 2 files 35.3 GB
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q5_K_M.gguf 17.9 GB 7352d886 download
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q5_K_S.gguf 17.4 GB 2fddd961 download
Q4_K 2 files 29.9 GB
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q4_K_M.gguf 15.4 GB a1873ddd download
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q4_K_S.gguf 14.5 GB ab3a3e5a download
IQ4 1 file 14.2 GB
Q3.5-BlueStar-v2-27B-uncensored-heretic.IQ4_XS.gguf 14.2 GB c3bfe16a download
Q3_K 3 files 37.0 GB
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q3_K_L.gguf 13.4 GB e454a897 download
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q3_K_M.gguf 12.4 GB 4dbd0d29 download
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q3_K_S.gguf 11.2 GB 12603c62 download
Q2_K 1 file 9.98 GB
Q3.5-BlueStar-v2-27B-uncensored-heretic.Q2_K.gguf 9.98 GB 4758137d download
F16 1 file 885 MB
Q3.5-BlueStar-v2-27B-uncensored-heretic.mmproj-f16.gguf 885 MB 7ff3b8a8 download
Auxiliary files 2 files 7.10 KB
README.md 4.50 KB 83826711 download
.gitattributes 2.60 KB cc1ef31e download

README current version from Hugging Face


base_model: llmfan46/Q3.5-BlueStar-v2-27B-uncensored-heretic
datasets:

  • zerofata/Instruct-Anime
  • zerofata/Gemini-3.1-Pro-SmallWiki
  • zerofata/Gemini-3.1-Pro-GLM5-Characters
  • zerofata/Roleplay-Anime-Characters
    language:
  • en
    library_name: transformers
    license: mit
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • heretic
  • uncensored
  • decensored
  • abliterated
  • ara

About

static quants of https://huggingface.co/llmfan46/Q3.5-BlueStar-v2-27B-uncensored-heretic

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Q3.5-BlueStar-v2-27B-uncensored-heretic-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 10.8
GGUF Q3_K_S 12.2
GGUF Q3_K_M 13.4 lower quality
GGUF Q3_K_L 14.4
GGUF IQ4_XS 15.3
GGUF Q4_K_S 15.7 fast, recommended
GGUF Q4_K_M 16.6 fast, recommended
GGUF Q5_K_S 18.8
GGUF Q5_K_M 19.3
GGUF Q6_K 22.2 very good quality
GGUF Q8_0 28.7 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 4 versions

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

  1. 2026-03-24auto-patch README.mdbc5eaa54.5 KB
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  2. 2026-03-24auto-patch README.mdebb8bdf4.6 KB
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  3. 2026-03-24auto-patch README.md87a8e0a4.4 KB
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  4. 2026-03-24uploaded from nico124dbb61391 B
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