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mradermacher/Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated-GGUF

mradermacher Qwen 30B GGUF MoE second-order 262K ctx
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Response includes
  • classification m8
  • files 13
  • benchmarks 11 entries
  • hub_downloads_all_time 29,927
  • author_summary 3324 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of layer-wise ablation inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 3 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • author=mradermacher (M8 quantization producer, never originator)
  • is_gguf=1
  • base_model='huihui-ai/Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated' (base is huihui-ai model (M3))
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

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Downloads · lifetime
30K
3K last 30d - stable
Likes
15
Model age
14mo ago
created 2025-08-03
Downloads over time
Now31K→from2.9K↑965%
1.5K12.3K23K33.8K2.9K on Aug 6, 202531K on Oct 11Aug '25Oct '25Dec '25FebAprJunAugOct
Aug 6, 2025 → Oct 11 · 105 snapshots · spans 431 days

Benchmarks

Benchmark Score Source
Entertainment 1.3 UGI
Hazardous 1.2 UGI
Natural Intelligence 15.27 UGI
Political lean -7.8% UGI
Sensitive-Info 10.63 UGI
SocPol 0.7 UGI
UGI 33.75 UGI
Willingness (10) 8 UGI
W10-Adherence 8 UGI
W10-Direct 8 UGI
Writing 31.14 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 · 8K 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 abliterated uncensored en base_model:huihui-ai/Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
194 GB
Files
13
Quantizations
8
Registered
2026-08-22 13:56
Last updated on HF
2025-08-03 13:53

Files by quantization

Q8_0 1 file 30.3 GB
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q8_0.gguf 30.3 GB f026c16f download
Q6_K 1 file 23.4 GB
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q6_K.gguf 23.4 GB 3ce96b1a download
Q5_K 2 files 39.9 GB
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q5_K_M.gguf 20.2 GB 494129ed download
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q5_K_S.gguf 19.6 GB 307a1428 download
Q4_K 2 files 33.5 GB
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q4_K_M.gguf 17.3 GB 974b9bfa download
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q4_K_S.gguf 16.3 GB 0dba694d download
IQ4 1 file 15.4 GB
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.IQ4_XS.gguf 15.4 GB 0104aa0f download
Q3_K 3 files 40.9 GB
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q3_K_L.gguf 14.8 GB 44ebf1dd download
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q3_K_M.gguf 13.7 GB b5a9a06d download
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q3_K_S.gguf 12.4 GB c4f0ccb5 download
Q2_K 1 file 10.5 GB
Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated.Q2_K.gguf 10.5 GB 382a8d0c download
Auxiliary files 2 files 6.69 KB
README.md 4.19 KB 7ce720b7 download
.gitattributes 2.50 KB be9d9f1b download

README current version from Hugging Face


base_model: huihui-ai/Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated
language:


About

static quants of https://huggingface.co/huihui-ai/Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated-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 11.4
GGUF Q3_K_S 13.4
GGUF Q3_K_M 14.8 lower quality
GGUF Q3_K_L 16.0
GGUF IQ4_XS 16.7
GGUF Q4_K_S 17.6 fast, recommended
GGUF Q4_K_M 18.7 fast, recommended
GGUF Q5_K_S 21.2
GGUF Q5_K_M 21.8
GGUF Q6_K 25.2 very good quality
GGUF Q8_0 32.6 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 3 versions

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

  1. 2025-08-03auto-patch README.md10b57f84.2 KB
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  2. 2025-08-03auto-patch README.md87781a43.7 KB
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  3. 2025-08-03uploaded from nico197642b8398 B
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Discussions 1 thread

  1. 2025-08-03(mistake)closed1 💬#1
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