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

mradermacher/Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored-GGUF

mradermacher 15B GGUF
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2FApriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored-GGUF"
Response includes
  • classification m8
  • files 15
  • author_summary 3324 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

No other method signals detected in this model.
Confidence
HIGH
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)
  • is_gguf=1
  • base_model='MagicalAlchemist/Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored' (source unknown method)
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 · 30-day
429
↑ 301% in 90 days
Likes
0
Model age
7mo ago
created 2026-03-13
Downloads over time
Now1.4K→from349↑301%
2967001.1K1.5K349 on Mar 111.4K on Oct 11MarAprMayJunJulAugSepOct
Mar 11 → Oct 11 · 70 snapshots · spans 214 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.

Metadata

Languages
en
Quantizations
IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf en base_model:MagicalAlchemist/Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored base_model:quantized:MagicalAlchemist/Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored endpoints_compatible region:us conversational

Related

Total size
92.7 GB
Files
15
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-03-13 07:40

Files by quantization

Q8_0 2 files 14.7 GB
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q8_0.gguf 14.3 GB 95ab58f1 download
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.mmproj-Q8_0.gguf 443 MB fa4808ae download
Q6_K 1 file 11.0 GB
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q6_K.gguf 11.0 GB eb4cf431 download
Q5_K 2 files 18.9 GB
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q5_K_M.gguf 9.56 GB 76fa5bdb download
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q5_K_S.gguf 9.33 GB 4b02d8f1 download
Q4_K 2 files 16.0 GB
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q4_K_M.gguf 8.18 GB 05e10a1e download
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q4_K_S.gguf 7.78 GB 1b74c9b5 download
IQ4 1 file 7.43 GB
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.IQ4_XS.gguf 7.43 GB 9f129278 download
Q3_K 3 files 19.8 GB
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q3_K_L.gguf 7.18 GB 9264b3ed download
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q3_K_M.gguf 6.65 GB d7697141 download
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q3_K_S.gguf 6.03 GB 80bef4b6 download
Q2_K 1 file 5.21 GB
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.Q2_K.gguf 5.21 GB 12f04a37 download
F16 1 file 830 MB
Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored.mmproj-f16.gguf 830 MB e91f1c23 download
Auxiliary files 2 files 7.32 KB
README.md 4.62 KB bd0c57ac download
.gitattributes 2.71 KB b95d5f62 download

README current version from Hugging Face


base_model: MagicalAlchemist/Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored
language:

  • en
    library_name: transformers
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher

About

static quants of https://huggingface.co/MagicalAlchemist/Apriel-1.6-15b-Thinker-R.C.1_2-Magic_decensored

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

weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

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 mmproj-Q8_0 0.6 multi-modal supplement
GGUF mmproj-f16 1.0 multi-modal supplement
GGUF Q2_K 5.7
GGUF Q3_K_S 6.6
GGUF Q3_K_M 7.2 lower quality
GGUF Q3_K_L 7.8
GGUF IQ4_XS 8.1
GGUF Q4_K_S 8.5 fast, recommended
GGUF Q4_K_M 8.9 fast, recommended
GGUF Q5_K_S 10.1
GGUF Q5_K_M 10.4
GGUF Q6_K 11.9 very good quality
GGUF Q8_0 15.4 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. 2026-03-13auto-patch README.mdf509dbd4.6 KB
    Loading...
  2. 2026-03-13auto-patch README.md44541944.4 KB
    Loading...
  3. 2026-03-13uploaded from nico147b4f5f407 B
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration