← back to catalog · registered 2026-08-22 13:56

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

nguyenthilaitrieulong Qwen 30B GGUF MoE second-order 262K ctx
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Response includes
  • classification m8
  • files 3
  • benchmarks 11 entries
  • hub_downloads_all_time 642
  • author_summary 29 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
MEDIUM
Inherited from base model
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
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.

What is a refusal direction? →
Downloads · lifetime
642
14 last 30d - cooling
Likes
0
Model age
6mo ago
created 2026-04-09
Downloads over time
Now646→from325↑99%
309432555678325 on Apr 15646 on Oct 11646 on Oct 7AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 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

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Metadata

License
apache-2.0
Languages
en
Quantizations
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
30.3 GB
Files
3
Quantizations
2
Registered
2026-08-22 13:56
Last updated on HF
2026-04-09 07:34

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
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 1 version

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

  1. 2026-04-09Duplicate from mradermacher/Huihui-Qwen3-30B-A3B-Thinking-2507-abliterated-GGUF00bb1cb4.2 KB
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