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mradermacher/Impish_LLAMA_3B_Abliterated-GGUF

mradermacher Llama GGUF second-order 131K ctx
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Response includes
  • classification m8
  • files 14
  • hub_downloads_all_time 1,303
  • 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 direct removal 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='SicariusSicariiStuff/Impish_LLAMA_3B_Abliterated' (base has 'abliterated' marker, assume M1 default)
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
1K
382 last 30d - stable
Likes
0
Model age
8mo ago
created 2026-01-28
Downloads over time
Now1.4K→from49↑2,720%
05051K1.5K49 on Jan 281.4K on Oct 11JanMarMayJulSep
Jan 28 → Oct 11 · 76 snapshots · spans 256 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 · 1K downloads combined

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

Metadata

License
llama3.1
Languages
en
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf en base_model:SicariusSicariiStuff/Impish_LLAMA_3B_Abliterated base_model:quantized:SicariusSicariiStuff/Impish_LLAMA_3B_Abliterated license:llama3.1 endpoints_compatible region:us conversational

Related

Total size
27.3 GB
Files
14
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-01-28 09:33

Files by quantization

F16 1 file 5.99 GB
Impish_LLAMA_3B_Abliterated.f16.gguf 5.99 GB 6c59c11d download
Q8_0 1 file 3.19 GB
Impish_LLAMA_3B_Abliterated.Q8_0.gguf 3.19 GB 5397163e download
Q6_K 1 file 2.46 GB
Impish_LLAMA_3B_Abliterated.Q6_K.gguf 2.46 GB 62c9053a download
Q5_K 2 files 4.28 GB
Impish_LLAMA_3B_Abliterated.Q5_K_M.gguf 2.16 GB ddd0cf2a download
Impish_LLAMA_3B_Abliterated.Q5_K_S.gguf 2.11 GB 6cb9a7c6 download
Q4_K 2 files 3.68 GB
Impish_LLAMA_3B_Abliterated.Q4_K_M.gguf 1.88 GB c090c269 download
Impish_LLAMA_3B_Abliterated.Q4_K_S.gguf 1.80 GB 676f58c2 download
IQ4 1 file 1.71 GB
Impish_LLAMA_3B_Abliterated.IQ4_XS.gguf 1.71 GB f505404b download
Q3_K 3 files 4.70 GB
Impish_LLAMA_3B_Abliterated.Q3_K_L.gguf 1.69 GB 2ce63b49 download
Impish_LLAMA_3B_Abliterated.Q3_K_M.gguf 1.57 GB 6b645ac0 download
Impish_LLAMA_3B_Abliterated.Q3_K_S.gguf 1.44 GB 9a92ae87 download
Q2_K 1 file 1.27 GB
Impish_LLAMA_3B_Abliterated.Q2_K.gguf 1.27 GB 12249c4b download
Auxiliary files 2 files 6.12 KB
README.md 3.76 KB 29f6380b download
.gitattributes 2.37 KB f7266aeb download

README current version from Hugging Face


base_model: SicariusSicariiStuff/Impish_LLAMA_3B_Abliterated
language:

  • en
    library_name: transformers
    license: llama3.1
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher

About

static quants of https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B_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/Impish_LLAMA_3B_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 1.5
GGUF Q3_K_S 1.6
GGUF Q3_K_M 1.8 lower quality
GGUF Q3_K_L 1.9
GGUF IQ4_XS 1.9
GGUF Q4_K_S 2.0 fast, recommended
GGUF Q4_K_M 2.1 fast, recommended
GGUF Q5_K_S 2.4
GGUF Q5_K_M 2.4
GGUF Q6_K 2.7 very good quality
GGUF Q8_0 3.5 fast, best quality
GGUF f16 6.5 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. 2026-01-28auto-patch README.md577db563.8 KB
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  2. 2026-01-28uploaded from back72fbb7b391 B
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