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mradermacher/Helix-SCE-12B-abliterated-heretic-inverted-GGUF

mradermacher 12B GGUF second-order 131K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2FHelix-SCE-12B-abliterated-heretic-inverted-GGUF"
Response includes
  • classification m3
  • files 13
  • hub_downloads_all_time 1,556
  • 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
464 last 30d - stable
Likes
0
Model age
4mo ago
created 2026-06-07
Downloads over time
Now1.7K→from914↑82%
8771.2K1.5K1.7K914 on Jun 101.7K 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

Quantizations
IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf obliteratus abliteration uncensored obliterate en base_model:usermma/Helix-SCE-12B-abliterated-heretic-inverted base_model:quantized:usermma/Helix-SCE-12B-abliterated-heretic-inverted endpoints_compatible region:us conversational

Related

Total size
78.9 GB
Files
13
Quantizations
8
Registered
2026-08-22 13:56
Last updated on HF
2026-06-07 19:15

Files by quantization

Q8_0 1 file 12.1 GB
Helix-SCE-12B-abliterated-heretic-inverted.Q8_0.gguf 12.1 GB 0c2da062 download
Q6_K 1 file 9.37 GB
Helix-SCE-12B-abliterated-heretic-inverted.Q6_K.gguf 9.37 GB 4b614e3e download
Q5_K 2 files 16.1 GB
Helix-SCE-12B-abliterated-heretic-inverted.Q5_K_M.gguf 8.13 GB a091ce20 download
Helix-SCE-12B-abliterated-heretic-inverted.Q5_K_S.gguf 7.93 GB 53b75a0a download
Q4_K 2 files 13.6 GB
Helix-SCE-12B-abliterated-heretic-inverted.Q4_K_M.gguf 6.96 GB 01947c8f download
Helix-SCE-12B-abliterated-heretic-inverted.Q4_K_S.gguf 6.63 GB 681abcdd download
IQ4 1 file 6.33 GB
Helix-SCE-12B-abliterated-heretic-inverted.IQ4_XS.gguf 6.33 GB 15e04aba download
Q3_K 3 files 16.9 GB
Helix-SCE-12B-abliterated-heretic-inverted.Q3_K_L.gguf 6.11 GB 71e80433 download
Helix-SCE-12B-abliterated-heretic-inverted.Q3_K_M.gguf 5.67 GB ef30c011 download
Helix-SCE-12B-abliterated-heretic-inverted.Q3_K_S.gguf 5.15 GB f776f057 download
Q2_K 1 file 4.46 GB
Helix-SCE-12B-abliterated-heretic-inverted.Q2_K.gguf 4.46 GB 48a91879 download
Auxiliary files 2 files 6.45 KB
README.md 4.00 KB f9aa1ba5 download
.gitattributes 2.46 KB 2ad0cf27 download

README current version from Hugging Face


base_model: usermma/Helix-SCE-12B-abliterated-heretic-inverted
language: en
library_name: transformers
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:

  • obliteratus
  • abliteration
  • uncensored
  • obliterate

About

static quants of https://huggingface.co/usermma/Helix-SCE-12B-abliterated-heretic-inverted

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Helix-SCE-12B-abliterated-heretic-inverted-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 Q2_K 4.9
GGUF Q3_K_S 5.6
GGUF Q3_K_M 6.2 lower quality
GGUF Q3_K_L 6.7
GGUF IQ4_XS 6.9
GGUF Q4_K_S 7.2 fast, recommended
GGUF Q4_K_M 7.6 fast, recommended
GGUF Q5_K_S 8.6
GGUF Q5_K_M 8.8
GGUF Q6_K 10.2 very good quality
GGUF Q8_0 13.1 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. 2026-06-07auto-patch README.mdc9c82724 KB
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  2. 2026-06-07auto-patch README.md5ec0db23.4 KB
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  3. 2026-06-07auto-patch README.md33144e72.6 KB
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  4. 2026-06-07uploaded from rich1083246d393 B
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