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mradermacher/Ornith-1.0-35B-uncensored-heretic-i1-GGUF

mradermacher 35B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 26
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  • author_summary 3324 models
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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
3K last 30d - active
Likes
0
Model age
7w ago
created 2026-08-19
Downloads over time
Now4.6K→from819↑465%
6282.1K3.6K5K819 on Aug 194.6K on Oct 11AugSepOct
Aug 19 → Oct 11 · 48 snapshots · spans 53 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 · 5K downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
mit
Languages
en
Quantizations
IQ1 IQ2 IQ3 IQ4 Q2_K Q3_K Q4 Q4_K Q5_K Q6_K
Tags
transformers gguf heretic uncensored decensored abliterated mpoa en base_model:llmfan46/Ornith-1.0-35B-uncensored-heretic base_model:quantized:llmfan46/Ornith-1.0-35B-uncensored-heretic license:mit endpoints_compatible

Related

Total size
345 GB
Files
26
Quantizations
11
Registered
2026-08-22 13:56
Last updated on HF
2026-08-19 22:03

Files by quantization

Q6_K 1 file 26.6 GB
Ornith-1.0-35B-uncensored-heretic.i1-Q6_K.gguf 26.6 GB 70f0af06 download
Q5_K 2 files 45.4 GB
Ornith-1.0-35B-uncensored-heretic.i1-Q5_K_M.gguf 23.0 GB 79c9c8ee download
Ornith-1.0-35B-uncensored-heretic.i1-Q5_K_S.gguf 22.3 GB 556a749f download
Q4 2 files 38.8 GB
Ornith-1.0-35B-uncensored-heretic.i1-Q4_1.gguf 20.3 GB 7ff74a36 download
Ornith-1.0-35B-uncensored-heretic.i1-Q4_0.gguf 18.4 GB afb82ba4 download
Q4_K 2 files 38.2 GB
Ornith-1.0-35B-uncensored-heretic.i1-Q4_K_M.gguf 19.7 GB 20ea8d1b download
Ornith-1.0-35B-uncensored-heretic.i1-Q4_K_S.gguf 18.5 GB 941b2bcf download
IQ4 1 file 17.4 GB
Ornith-1.0-35B-uncensored-heretic.i1-IQ4_XS.gguf 17.4 GB a8485791 download
Q3_K 3 files 46.6 GB
Ornith-1.0-35B-uncensored-heretic.i1-Q3_K_L.gguf 16.9 GB 7d751f20 download
Ornith-1.0-35B-uncensored-heretic.i1-Q3_K_M.gguf 15.6 GB 5b01ccd9 download
Ornith-1.0-35B-uncensored-heretic.i1-Q3_K_S.gguf 14.1 GB 1f5ee024 download
IQ3 4 files 54.8 GB
Ornith-1.0-35B-uncensored-heretic.i1-IQ3_M.gguf 14.4 GB eca6b68d download
Ornith-1.0-35B-uncensored-heretic.i1-IQ3_S.gguf 14.2 GB 22eac84c download
Ornith-1.0-35B-uncensored-heretic.i1-IQ3_XS.gguf 13.5 GB 4bda53fc download
Ornith-1.0-35B-uncensored-heretic.i1-IQ3_XXS.gguf 12.7 GB 39f257a0 download
Q2_K 2 files 23.4 GB
Ornith-1.0-35B-uncensored-heretic.i1-Q2_K.gguf 12.1 GB 109f8b0c download
Ornith-1.0-35B-uncensored-heretic.i1-Q2_K_S.gguf 11.3 GB 86a4ac7f download
IQ2 4 files 39.4 GB
Ornith-1.0-35B-uncensored-heretic.i1-IQ2_M.gguf 10.9 GB 7d6b3d9a download
Ornith-1.0-35B-uncensored-heretic.i1-IQ2_S.gguf 9.92 GB f4e0156c download
Ornith-1.0-35B-uncensored-heretic.i1-IQ2_XS.gguf 9.79 GB 283356df download
Ornith-1.0-35B-uncensored-heretic.i1-IQ2_XXS.gguf 8.85 GB 508303fd download
IQ1 2 files 14.6 GB
Ornith-1.0-35B-uncensored-heretic.i1-IQ1_M.gguf 7.67 GB a018a762 download
Ornith-1.0-35B-uncensored-heretic.i1-IQ1_S.gguf 6.97 GB cdb1eb5e download
Auxiliary files 3 files 183 MB
Ornith-1.0-35B-uncensored-heretic.imatrix.gguf 183 MB 0d5e235d download
README.md 6.84 KB ac7a1374 download
.gitattributes 3.46 KB 8c4109dc download

README current version from Hugging Face


base_model: llmfan46/Ornith-1.0-35B-uncensored-heretic
language:


About

weighted/imatrix quants of https://huggingface.co/llmfan46/Ornith-1.0-35B-uncensored-heretic

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

static quants are available at https://huggingface.co/mradermacher/Ornith-1.0-35B-uncensored-heretic-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 0.3 imatrix file (for creating your own quants)
GGUF i1-IQ1_S 7.6 for the desperate
GGUF i1-IQ1_M 8.3 mostly desperate
GGUF i1-IQ2_XXS 9.6
GGUF i1-IQ2_XS 10.6
GGUF i1-IQ2_S 10.8
GGUF i1-IQ2_M 11.8
GGUF i1-Q2_K_S 12.3 very low quality
GGUF i1-Q2_K 13.0 IQ3_XXS probably better
GGUF i1-IQ3_XXS 13.7 lower quality
GGUF i1-IQ3_XS 14.6
GGUF i1-Q3_K_S 15.3 IQ3_XS probably better
GGUF i1-IQ3_S 15.4 beats Q3_K*
GGUF i1-IQ3_M 15.5
GGUF i1-Q3_K_M 16.9 IQ3_S probably better
GGUF i1-Q3_K_L 18.2 IQ3_M probably better
GGUF i1-IQ4_XS 18.8
GGUF i1-Q4_0 19.9 fast, low quality
GGUF i1-Q4_K_S 20.0 optimal size/speed/quality
GGUF i1-Q4_K_M 21.3 fast, recommended
GGUF i1-Q4_1 21.9
GGUF i1-Q5_K_S 24.1
GGUF i1-Q5_K_M 24.8
GGUF i1-Q6_K 28.6 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 8 versions

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

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  8. 2026-08-19uploaded from rich193124c9488 B
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