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mradermacher/SOLAR-10.7B-Instruct-v1.0-uncensored-GGUF

mradermacher 10.7B GGUF second-order 4K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2FSOLAR-10.7B-Instruct-v1.0-uncensored-GGUF"
Response includes
  • classification m8
  • files 14
  • benchmarks 16 entries
  • hub_downloads_all_time 5,387
  • 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='w4r10ck/SOLAR-10.7B-Instruct-v1.0-uncensored' (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
5K
344 last 30d - cooling
Likes
3
Model age
21mo ago
created 2025-01-08
Downloads over time
Now5.5K→from289↑1,803%
292K4K6K289 on Jan 8, 20255.5K on Oct 11Jan '25Apr '25Jul '25Oct '25JanAprJulOct
Jan 8, 2025 → Oct 11 · 131 snapshots · spans 641 days

Benchmarks

Benchmark Score Source
BBH average 0.4856661045531197 OpenLLM-v2
IFEval instruct 0.44964028776978415 OpenLLM-v2
IFEval-Prompt 0.32717190388170053 OpenLLM-v2
MATH lvl 5 0.0022658610271903325 OpenLLM-v2
MMLU-Pro 0.3343583776595745 OpenLLM-v2
Entertainment 1.3 UGI
Hazardous 1.8 UGI
Natural Intelligence 12.39 UGI
Political lean -5.1% UGI
Sensitive-Info 15.17 UGI
SocPol 1.5 UGI
UGI 35.12 UGI
Willingness (10) 7.5 UGI
W10-Adherence 7 UGI
W10-Direct 8 UGI
Writing 21.9 UGI

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 · 919 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 en base_model:w4r10ck/SOLAR-10.7B-Instruct-v1.0-uncensored base_model:quantized:w4r10ck/SOLAR-10.7B-Instruct-v1.0-uncensored license:apache-2.0 endpoints_compatible region:us

Related

Total size
88.1 GB
Files
14
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2025-01-08 19:14

Files by quantization

F16 1 file 20.0 GB
SOLAR-10.7B-Instruct-v1.0-uncensored.f16.gguf 20.0 GB bbb8c2f8 download
Q8_0 1 file 10.6 GB
SOLAR-10.7B-Instruct-v1.0-uncensored.Q8_0.gguf 10.6 GB f1a2dc22 download
Q6_K 1 file 8.20 GB
SOLAR-10.7B-Instruct-v1.0-uncensored.Q6_K.gguf 8.20 GB 0c481356 download
Q5_K 2 files 14.0 GB
SOLAR-10.7B-Instruct-v1.0-uncensored.Q5_K_M.gguf 7.08 GB 4a309d9c download
SOLAR-10.7B-Instruct-v1.0-uncensored.Q5_K_S.gguf 6.89 GB 95660175 download
Q4_K 2 files 11.7 GB
SOLAR-10.7B-Instruct-v1.0-uncensored.Q4_K_M.gguf 6.02 GB b6fe2061 download
SOLAR-10.7B-Instruct-v1.0-uncensored.Q4_K_S.gguf 5.70 GB 6d0d8306 download
IQ4 1 file 5.43 GB
SOLAR-10.7B-Instruct-v1.0-uncensored.IQ4_XS.gguf 5.43 GB 1bae1664 download
Q3_K 3 files 14.4 GB
SOLAR-10.7B-Instruct-v1.0-uncensored.Q3_K_L.gguf 5.26 GB 4215a075 download
SOLAR-10.7B-Instruct-v1.0-uncensored.Q3_K_M.gguf 4.84 GB 501d8b4e download
SOLAR-10.7B-Instruct-v1.0-uncensored.Q3_K_S.gguf 4.34 GB 3e0cd0be download
Q2_K 1 file 3.73 GB
SOLAR-10.7B-Instruct-v1.0-uncensored.Q2_K.gguf 3.73 GB e42798ee download
Auxiliary files 2 files 6.12 KB
README.md 3.65 KB 2bf0452d download
.gitattributes 2.47 KB 45496011 download

README current version from Hugging Face


base_model: w4r10ck/SOLAR-10.7B-Instruct-v1.0-uncensored
language:

  • en
    library_name: transformers
    license: apache-2.0
    quantized_by: mradermacher

About

static quants of https://huggingface.co/w4r10ck/SOLAR-10.7B-Instruct-v1.0-uncensored

weighted/imatrix quants are available at https://huggingface.co/mradermacher/SOLAR-10.7B-Instruct-v1.0-uncensored-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 4.1
GGUF Q3_K_S 4.8
GGUF Q3_K_M 5.3 lower quality
GGUF Q3_K_L 5.8
GGUF IQ4_XS 5.9
GGUF Q4_K_S 6.2 fast, recommended
GGUF Q4_K_M 6.6 fast, recommended
GGUF Q5_K_S 7.5
GGUF Q5_K_M 7.7
GGUF Q6_K 8.9 very good quality
GGUF Q8_0 11.5 fast, best quality
GGUF f16 21.6 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. 2025-01-08auto-patch README.mdf531b123.6 KB
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  2. 2025-01-08auto-patch README.mdc9381032.9 KB
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  3. 2025-01-08uploaded from marcofcb899b234 B
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