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mradermacher/Stablelm-3b-abliterated-GGUF

mradermacher 3B GGUF second-order 4K ctx
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Response includes
  • classification m8
  • files 14
  • hub_downloads_all_time 1,352
  • 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='prithivMLmods/Stablelm-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.

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Downloads · lifetime
1K
147 last 30d - stable
Likes
0
Model age
19mo ago
created 2025-03-19
Downloads over time
Now1.4K→from261↑433%
2046381.1K1.5K261 on Mar 19, 20251.4K on Oct 11Mar '25Jun '25Sep '25Dec '25MarJunSep
Mar 19, 2025 → Oct 11 · 121 snapshots · spans 571 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 · 409 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
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf text-generation-inference code math en base_model:prithivMLmods/Stablelm-3b-abliterated base_model:quantized:prithivMLmods/Stablelm-3b-abliterated license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
23.2 GB
Files
14
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2025-07-11 08:43

Files by quantization

F16 1 file 5.21 GB
Stablelm-3b-abliterated.f16.gguf 5.21 GB 59ca6f0b download
Q8_0 1 file 2.77 GB
Stablelm-3b-abliterated.Q8_0.gguf 2.77 GB 02818482 download
Q6_K 1 file 2.14 GB
Stablelm-3b-abliterated.Q6_K.gguf 2.14 GB 4862a857 download
Q5_K 2 files 3.66 GB
Stablelm-3b-abliterated.Q5_K_M.gguf 1.86 GB e48a9851 download
Stablelm-3b-abliterated.Q5_K_S.gguf 1.81 GB a4f2344a download
Q4_K 2 files 3.10 GB
Stablelm-3b-abliterated.Q4_K_M.gguf 1.59 GB 7d99ec8f download
Stablelm-3b-abliterated.Q4_K_S.gguf 1.51 GB a8e723d4 download
IQ4 1 file 1.43 GB
Stablelm-3b-abliterated.IQ4_XS.gguf 1.43 GB af06c382 download
Q3_K 3 files 3.87 GB
Stablelm-3b-abliterated.Q3_K_L.gguf 1.40 GB 177ca108 download
Stablelm-3b-abliterated.Q3_K_M.gguf 1.30 GB a2621788 download
Stablelm-3b-abliterated.Q3_K_S.gguf 1.17 GB 162dab4a download
Q2_K 1 file 1.01 GB
Stablelm-3b-abliterated.Q2_K.gguf 1.01 GB 9bb045ac download
Auxiliary files 2 files 5.85 KB
README.md 3.54 KB 22f6ecb2 download
.gitattributes 2.32 KB 01b6515e download

README current version from Hugging Face


base_model: prithivMLmods/Stablelm-3b-abliterated
language:

  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • text-generation-inference
  • code
  • math

About

static quants of https://huggingface.co/prithivMLmods/Stablelm-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/Stablelm-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 1.2
GGUF Q3_K_S 1.4
GGUF Q3_K_M 1.5 lower quality
GGUF Q3_K_L 1.6
GGUF IQ4_XS 1.6
GGUF Q4_K_S 1.7 fast, recommended
GGUF Q4_K_M 1.8 fast, recommended
GGUF Q5_K_S 2.0
GGUF Q5_K_M 2.1
GGUF Q6_K 2.4 very good quality
GGUF Q8_0 3.1 fast, best quality
GGUF f16 5.7 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 4 versions

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

  1. 2025-07-11auto-patch README.md7238ca93.5 KB
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  2. 2025-07-10auto-patch README.md631b1c83.5 KB
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  3. 2025-03-19auto-patch README.md29db87e3.4 KB
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  4. 2025-03-19uploaded from marco0617fdf227 B
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