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mradermacher/Uncensored_Qwen2.5_Coder_7B_Seaftensors-GGUF

mradermacher Qwen GGUF second-order 33K ctx
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Response includes
  • classification m8
  • files 14
  • hub_downloads_all_time 2,852
  • 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='ICEPVP8977/Uncensored_Qwen2.5_Coder_7B_Seaftensors' (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
3K
445 last 30d - stable
Likes
0
Model age
19mo ago
created 2025-03-20
Downloads over time
Now3K→from323↑815%
1911.2K2.2K3.2K323 on Mar 19, 20253K 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 · 1K downloads combined

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

Metadata

Languages
en
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf en base_model:ICEPVP8977/Uncensored_Qwen2.5_Coder_7B_Seaftensors base_model:quantized:ICEPVP8977/Uncensored_Qwen2.5_Coder_7B_Seaftensors endpoints_compatible region:us

Related

Total size
63.5 GB
Files
14
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2025-03-20 18:39

Files by quantization

F16 1 file 14.2 GB
Uncensored_Qwen2.5_Coder_7B_Seaftensors.f16.gguf 14.2 GB c5f1ac92 download
Q8_0 1 file 7.54 GB
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q8_0.gguf 7.54 GB 26dfed4c download
Q6_K 1 file 5.82 GB
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q6_K.gguf 5.82 GB b161b65e download
Q5_K 2 files 10.0 GB
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q5_K_M.gguf 5.07 GB 3f104836 download
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q5_K_S.gguf 4.95 GB e7f90d7e download
Q4_K 2 files 8.51 GB
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q4_K_M.gguf 4.36 GB 7d935c48 download
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q4_K_S.gguf 4.15 GB 16e2fc20 download
IQ4 1 file 3.96 GB
Uncensored_Qwen2.5_Coder_7B_Seaftensors.IQ4_XS.gguf 3.96 GB 0f0a0bf6 download
Q3_K 3 files 10.6 GB
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q3_K_L.gguf 3.81 GB 3d5c0114 download
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q3_K_M.gguf 3.55 GB a530afea download
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q3_K_S.gguf 3.25 GB 4d146e74 download
Q2_K 1 file 2.81 GB
Uncensored_Qwen2.5_Coder_7B_Seaftensors.Q2_K.gguf 2.81 GB 19ca1686 download
Auxiliary files 2 files 6.22 KB
README.md 3.71 KB f68e345f download
.gitattributes 2.51 KB 7c4d18ce download

README current version from Hugging Face


base_model: ICEPVP8977/Uncensored_Qwen2.5_Coder_7B_Seaftensors
language:

  • en
    library_name: transformers
    quantized_by: mradermacher

About

static quants of https://huggingface.co/ICEPVP8977/Uncensored_Qwen2.5_Coder_7B_Seaftensors

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Uncensored_Qwen2.5_Coder_7B_Seaftensors-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 3.1
GGUF Q3_K_S 3.6
GGUF Q3_K_M 3.9 lower quality
GGUF Q3_K_L 4.2
GGUF IQ4_XS 4.4
GGUF Q4_K_S 4.6 fast, recommended
GGUF Q4_K_M 4.8 fast, recommended
GGUF Q5_K_S 5.4
GGUF Q5_K_M 5.5
GGUF Q6_K 6.4 very good quality
GGUF Q8_0 8.2 fast, best quality
GGUF f16 15.3 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. 2025-03-20auto-patch README.mda9ab8033.7 KB
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  2. 2025-03-20auto-patch README.mdfda78b63.8 KB
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  3. 2025-03-20uploaded from back0e3ae79240 B
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