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mradermacher/GLM-4-32B-0414-uncensored-heretic-v1-GGUF

mradermacher Glm 32B GGUF second-order 33K ctx
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Response includes
  • classification m3
  • files 13
  • benchmarks 11 entries
  • hub_downloads_all_time 1,851
  • 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
380 last 30d - stable
Likes
1
Model age
6mo ago
created 2026-03-18
Downloads over time
Now1.9K→from991↑91%
9461.3K1.6K2K991 on Mar 181.9K on Oct 11MarAprMayJunJulAugSepOct
Mar 18 → Oct 11 · 69 snapshots · spans 207 days

Benchmarks

Benchmark Score Source
Entertainment 1.5 UGI
Hazardous 2.9 UGI
Natural Intelligence 25.04 UGI
Political lean -16.7% UGI
Sensitive-Info 25.81 UGI
SocPol 3.6 UGI
UGI 50.54 UGI
Willingness (10) 10 UGI
W10-Adherence 10 UGI
W10-Direct 10 UGI
Writing 19.58 UGI

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 · 1K downloads combined

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

Metadata

License
mit
Languages
zh en
Quantizations
IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf heretic uncensored decensored abliterated ara zh en base_model:llmfan46/GLM-4-32B-0414-uncensored-heretic-v1 base_model:quantized:llmfan46/GLM-4-32B-0414-uncensored-heretic-v1 license:mit

Related

Total size
208 GB
Files
13
Quantizations
8
Registered
2026-08-22 13:56
Last updated on HF
2026-03-19 09:09

Files by quantization

Q8_0 1 file 32.2 GB
GLM-4-32B-0414-uncensored-heretic-v1.Q8_0.gguf 32.2 GB beea60d8 download
Q6_K 1 file 24.9 GB
GLM-4-32B-0414-uncensored-heretic-v1.Q6_K.gguf 24.9 GB 85e24302 download
Q5_K 2 files 42.5 GB
GLM-4-32B-0414-uncensored-heretic-v1.Q5_K_M.gguf 21.5 GB a7b2c5e0 download
GLM-4-32B-0414-uncensored-heretic-v1.Q5_K_S.gguf 21.0 GB 3ceb81a1 download
Q4_K 2 files 35.7 GB
GLM-4-32B-0414-uncensored-heretic-v1.Q4_K_M.gguf 18.3 GB 1981f5b1 download
GLM-4-32B-0414-uncensored-heretic-v1.Q4_K_S.gguf 17.4 GB 6246a169 download
IQ4 1 file 16.5 GB
GLM-4-32B-0414-uncensored-heretic-v1.IQ4_XS.gguf 16.5 GB 113a9d09 download
Q3_K 3 files 44.2 GB
GLM-4-32B-0414-uncensored-heretic-v1.Q3_K_L.gguf 16.0 GB 53a6eebd download
GLM-4-32B-0414-uncensored-heretic-v1.Q3_K_M.gguf 14.8 GB a43f02b5 download
GLM-4-32B-0414-uncensored-heretic-v1.Q3_K_S.gguf 13.4 GB 60d2cfd0 download
Q2_K 1 file 11.4 GB
GLM-4-32B-0414-uncensored-heretic-v1.Q2_K.gguf 11.4 GB 9bd5bc66 download
Auxiliary files 2 files 6.27 KB
README.md 3.88 KB 86e5a8ba download
.gitattributes 2.39 KB 1d0ab89c download

README current version from Hugging Face


base_model: llmfan46/GLM-4-32B-0414-uncensored-heretic-v1
language:

  • zh
  • 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/GLM-4-32B-0414-uncensored-heretic-v1

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/GLM-4-32B-0414-uncensored-heretic-v1-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 12.4
GGUF Q3_K_S 14.5
GGUF Q3_K_M 16.0 lower quality
GGUF Q3_K_L 17.3
GGUF IQ4_XS 17.9
GGUF Q4_K_S 18.8 fast, recommended
GGUF Q4_K_M 19.8 fast, recommended
GGUF Q5_K_S 22.6
GGUF Q5_K_M 23.2
GGUF Q6_K 26.8 very good quality
GGUF Q8_0 34.7 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 5 versions

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

  1. 2026-03-19auto-patch README.md81d21bc3.9 KB
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  2. 2026-03-19auto-patch README.md73b0f304 KB
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  3. 2026-03-19auto-patch README.md41c408b3.6 KB
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  4. 2026-03-18auto-patch README.md6adb9042.6 KB
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  5. 2026-03-18uploaded from rich1f8acf02388 B
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