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mradermacher/GRM-2.6-Opus-Heretic-Abliterated-MTP-GGUF

mradermacher GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 15
  • hub_downloads_all_time 3,321
  • author_summary 3328 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
3K
311 last 30d - cooling
Likes
2
Model age
4mo ago
created 2026-05-25
Downloads over time
Now3.4K→from2.3K↑47%
2.2K2.7K3.1K3.5K2.3K on Jun 103.4K on Oct 12JunJulAugSepOct
Jun 10 → Oct 12 · 58 snapshots · spans 124 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 · 754 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 en base_model:dndll/GRM-2.6-Opus-Heretic-Abliterated-MTP base_model:quantized:dndll/GRM-2.6-Opus-Heretic-Abliterated-MTP license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
176 GB
Files
15
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-05-27 07:15

Files by quantization

Q8_0 2 files 27.6 GB
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q8_0.gguf 27.1 GB d9166b0b download
GRM-2.6-Opus-Heretic-Abliterated-MTP.mmproj-Q8_0.gguf 600 MB 82a1673c download
Q6_K 1 file 20.9 GB
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q6_K.gguf 20.9 GB fe9906e4 download
Q5_K 2 files 35.9 GB
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q5_K_M.gguf 18.2 GB da632df3 download
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q5_K_S.gguf 17.7 GB 8f10ed1d download
Q4_K 2 files 30.4 GB
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q4_K_M.gguf 15.7 GB 4edceec5 download
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q4_K_S.gguf 14.7 GB 8169490c download
IQ4 1 file 14.4 GB
GRM-2.6-Opus-Heretic-Abliterated-MTP.IQ4_XS.gguf 14.4 GB 822e8fc3 download
Q3_K 3 files 37.5 GB
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q3_K_L.gguf 13.6 GB 9c73ba6d download
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q3_K_M.gguf 12.6 GB c1738bea download
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q3_K_S.gguf 11.4 GB d6ac7356 download
Q2_K 1 file 10.1 GB
GRM-2.6-Opus-Heretic-Abliterated-MTP.Q2_K.gguf 10.1 GB 525f9b1c download
F16 1 file 885 MB
GRM-2.6-Opus-Heretic-Abliterated-MTP.mmproj-f16.gguf 885 MB 72750199 download
Auxiliary files 2 files 6.77 KB
README.md 4.21 KB 1f030940 download
.gitattributes 2.57 KB 362cf505 download

README current version from Hugging Face


base_model: dndll/GRM-2.6-Opus-Heretic-Abliterated-MTP
language:

  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher

About

static quants of https://huggingface.co/dndll/GRM-2.6-Opus-Heretic-Abliterated-MTP

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/GRM-2.6-Opus-Heretic-Abliterated-MTP-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 11.0
GGUF Q3_K_S 12.4
GGUF Q3_K_M 13.6 lower quality
GGUF Q3_K_L 14.7
GGUF IQ4_XS 15.5
GGUF Q4_K_S 15.9 fast, recommended
GGUF Q4_K_M 16.9 fast, recommended
GGUF Q5_K_S 19.1
GGUF Q5_K_M 19.6
GGUF Q6_K 22.5 very good quality
GGUF Q8_0 29.1 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 5 versions

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

  1. 2026-05-27auto-patch README.md395cd8e4.2 KB
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  2. 2026-05-25auto-patch README.md5f048364.3 KB
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  3. 2026-05-25auto-patch README.mdd06b91b4.1 KB
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  4. 2026-05-25auto-patch README.md58a07433.3 KB
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  5. 2026-05-25uploaded from nico102fe443385 B
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