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mradermacher/Heretic-SLM-Uncensored-Max-Qwen-GGUF

mradermacher Qwen GGUF second-order 33K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2FHeretic-SLM-Uncensored-Max-Qwen-GGUF"
Response includes
  • classification m3
  • files 14
  • hub_downloads_all_time 983
  • 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
983
481 last 30d - stable
Likes
0
Model age
6w ago
created 2026-08-26
Downloads over time
Now1.2K→from0↑0%
04248481.3K0 on Aug 261.2K on Oct 12AugSepOct
Aug 26 → Oct 12 · 48 snapshots · spans 47 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.

Metadata

Languages
en
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf en base_model:OpenIntelligenceNet/Heretic-SLM-Uncensored-Max-Qwen base_model:quantized:OpenIntelligenceNet/Heretic-SLM-Uncensored-Max-Qwen endpoints_compatible region:us conversational

Related

Total size
26.0 GB
Files
14
Quantizations
9
Registered
2026-08-26 13:02
Last updated on HF
2026-08-26 13:00

Files by quantization

F16 1 file 5.75 GB
Heretic-SLM-Uncensored-Max-Qwen.f16.gguf 5.75 GB c0584f00 download
Q8_0 1 file 3.06 GB
Heretic-SLM-Uncensored-Max-Qwen.Q8_0.gguf 3.06 GB 83967208 download
Q6_K 1 file 2.36 GB
Heretic-SLM-Uncensored-Max-Qwen.Q6_K.gguf 2.36 GB 43683245 download
Q5_K 2 files 4.09 GB
Heretic-SLM-Uncensored-Max-Qwen.Q5_K_M.gguf 2.07 GB ed3ca3eb download
Heretic-SLM-Uncensored-Max-Qwen.Q5_K_S.gguf 2.02 GB 2740ec67 download
Q4_K 2 files 3.51 GB
Heretic-SLM-Uncensored-Max-Qwen.Q4_K_M.gguf 1.80 GB 07e395e0 download
Heretic-SLM-Uncensored-Max-Qwen.Q4_K_S.gguf 1.71 GB f97e7864 download
IQ4 1 file 1.63 GB
Heretic-SLM-Uncensored-Max-Qwen.IQ4_XS.gguf 1.63 GB 115b0fef download
Q3_K 3 files 4.43 GB
Heretic-SLM-Uncensored-Max-Qwen.Q3_K_L.gguf 1.59 GB a06cf4ae download
Heretic-SLM-Uncensored-Max-Qwen.Q3_K_M.gguf 1.48 GB fbf90831 download
Heretic-SLM-Uncensored-Max-Qwen.Q3_K_S.gguf 1.35 GB 0c21f678 download
Q2_K 1 file 1.19 GB
Heretic-SLM-Uncensored-Max-Qwen.Q2_K.gguf 1.19 GB b7f769b3 download
Auxiliary files 2 files 6.37 KB
README.md 3.96 KB 3ca62f5e download
.gitattributes 2.41 KB 7de63da5 download

README current version from Hugging Face


base_model: OpenIntelligenceNet/Heretic-SLM-Uncensored-Max-Qwen
language:

  • en
    library_name: transformers
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher

About

static quants of https://huggingface.co/OpenIntelligenceNet/Heretic-SLM-Uncensored-Max-Qwen

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

weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

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 1.4
GGUF Q3_K_S 1.6
GGUF Q3_K_M 1.7 lower quality
GGUF Q3_K_L 1.8
GGUF IQ4_XS 1.9
GGUF Q4_K_S 1.9 fast, recommended
GGUF Q4_K_M 2.0 fast, recommended
GGUF Q5_K_S 2.3
GGUF Q5_K_M 2.3
GGUF Q6_K 2.6 very good quality
GGUF Q8_0 3.4 fast, best quality
GGUF f16 6.3 16 bpw, overkill

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 2 versions

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

  1. 2026-08-26auto-patch README.md1d3d9f94 KB
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  2. 2026-08-26uploaded from leiacb675ea394 B
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