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mradermacher/Huihui-MiniCPM5-1B-abliterated-GGUF

mradermacher Llama 1B GGUF second-order 131K ctx
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Response includes
  • classification m8
  • files 14
  • hub_downloads_all_time 4,310
  • 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-MiniCPM5-1B-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
4K
845 last 30d - stable
Likes
2
Model age
4mo ago
created 2026-06-02
Downloads over time
Now4.6K→from898↑407%
7152.1K3.5K4.9K898 on Jun 104.6K on Oct 12JunJulAugSepOct
Jun 10 → Oct 12 · 58 snapshots · spans 124 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 · 2K 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 zh
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf minicpm minicpm5 llama text-generation long-context tool-calling on-device edge-ai abliterated uncensored

Related

Total size
9.32 GB
Files
14
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-06-02 16:44

Files by quantization

F16 1 file 2.02 GB
Huihui-MiniCPM5-1B-abliterated.f16.gguf 2.02 GB eac49306 download
Q8_0 1 file 1.07 GB
Huihui-MiniCPM5-1B-abliterated.Q8_0.gguf 1.07 GB 7889c12b download
Q6_K 1 file 851 MB
Huihui-MiniCPM5-1B-abliterated.Q6_K.gguf 851 MB 32aba3cf download
Q5_K 2 files 1.45 GB
Huihui-MiniCPM5-1B-abliterated.Q5_K_M.gguf 750 MB 3e32e77b download
Huihui-MiniCPM5-1B-abliterated.Q5_K_S.gguf 739 MB 64b4374d download
Q4_K 2 files 1.26 GB
Huihui-MiniCPM5-1B-abliterated.Q4_K_M.gguf 656 MB 78cf4348 download
Huihui-MiniCPM5-1B-abliterated.Q4_K_S.gguf 637 MB 7608f03b download
IQ4 1 file 612 MB
Huihui-MiniCPM5-1B-abliterated.IQ4_XS.gguf 612 MB 9f506021 download
Q3_K 3 files 1.62 GB
Huihui-MiniCPM5-1B-abliterated.Q3_K_L.gguf 585 MB d07c9451 download
Huihui-MiniCPM5-1B-abliterated.Q3_K_M.gguf 556 MB e7fbb222 download
Huihui-MiniCPM5-1B-abliterated.Q3_K_S.gguf 523 MB 2935e0bd download
Q2_K 1 file 463 MB
Huihui-MiniCPM5-1B-abliterated.Q2_K.gguf 463 MB 4beea9c8 download
Auxiliary files 2 files 6.36 KB
README.md 3.96 KB 4ffa68cb download
.gitattributes 2.40 KB c3adac1c download

README current version from Hugging Face


base_model: huihui-ai/Huihui-MiniCPM5-1B-abliterated
language:

  • en
  • zh
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • minicpm
  • minicpm5
  • llama
  • text-generation
  • long-context
  • tool-calling
  • on-device
  • edge-ai
  • abliterated
  • uncensored

About

static quants of https://huggingface.co/huihui-ai/Huihui-MiniCPM5-1B-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-MiniCPM5-1B-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 0.6
GGUF Q3_K_S 0.6
GGUF Q3_K_M 0.7 lower quality
GGUF Q3_K_L 0.7
GGUF IQ4_XS 0.7
GGUF Q4_K_S 0.8 fast, recommended
GGUF Q4_K_M 0.8 fast, recommended
GGUF Q5_K_S 0.9
GGUF Q5_K_M 0.9
GGUF Q6_K 1.0 very good quality
GGUF Q8_0 1.3 fast, best quality
GGUF f16 2.3 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 3 versions

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

  1. 2026-06-02auto-patch README.mdb2dc1cf4 KB
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  2. 2026-06-02auto-patch README.md00d086f4.1 KB
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  3. 2026-06-02uploaded from back8c93f4f383 B
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