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

mradermacher/Qwen3-0.6B-abliterated-GGUF

mradermacher Qwen 600M GGUF second-order 41K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2FQwen3-0.6B-abliterated-GGUF"
Response includes
  • classification m8
  • files 26
  • hub_downloads_all_time 7,258
  • 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='mlabonne/Qwen3-0.6B-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
7K
2K last 30d - stable
Likes
2
Model age
17mo ago
created 2025-04-29
Downloads over time
Now7.9K→from0↑0%
02.9K5.8K8.7K0 on Apr 23, 20257.9K on Oct 12Apr '25Jul '25Oct '25JanAprJulOct
Apr 23, 2025 → Oct 12 · 118 snapshots · spans 537 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

License
apache-2.0
Languages
en
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf abliteration abliterated en base_model:mlabonne/Qwen3-0.6B-abliterated base_model:quantized:mlabonne/Qwen3-0.6B-abliterated license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
10.6 GB
Files
26
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-10-03 15:21

Files by quantization

F16 2 files 2.23 GB
qwen3-0.6b-abliterated.f16.gguf 1.12 GB 18c0aa6a download
Qwen3-0.6B-abliterated.f16.gguf 1.12 GB ac29daf9 download
Q8_0 2 files 1.19 GB
qwen3-0.6b-abliterated.Q8_0.gguf 610 MB 796664f9 download
Qwen3-0.6B-abliterated.Q8_0.gguf 610 MB 6337f677 download
Q6_K 2 files 944 MB
qwen3-0.6b-abliterated.Q6_K.gguf 472 MB 2ae900f1 download
Qwen3-0.6B-abliterated.Q6_K.gguf 472 MB c02a4ebb download
Q5_K 4 files 1.64 GB
qwen3-0.6b-abliterated.Q5_K_M.gguf 424 MB 144d72f8 download
Qwen3-0.6B-abliterated.Q5_K_M.gguf 424 MB cfb91d18 download
qwen3-0.6b-abliterated.Q5_K_S.gguf 416 MB 02a415a4 download
Qwen3-0.6B-abliterated.Q5_K_S.gguf 416 MB 64ed1984 download
Q4_K 4 files 1.45 GB
qwen3-0.6b-abliterated.Q4_K_M.gguf 378 MB 66e2c5b7 download
Qwen3-0.6B-abliterated.Q4_K_M.gguf 378 MB 405ecd90 download
qwen3-0.6b-abliterated.Q4_K_S.gguf 366 MB b86e301a download
Qwen3-0.6B-abliterated.Q4_K_S.gguf 366 MB 01cb2cfa download
IQ4 2 files 704 MB
qwen3-0.6b-abliterated.IQ4_XS.gguf 352 MB f42c4772 download
Qwen3-0.6B-abliterated.IQ4_XS.gguf 352 MB cd34cd78 download
Q3_K 6 files 1.93 GB
qwen3-0.6b-abliterated.Q3_K_L.gguf 351 MB fbdee779 download
Qwen3-0.6B-abliterated.Q3_K_L.gguf 351 MB 918baefa download
qwen3-0.6b-abliterated.Q3_K_M.gguf 331 MB e659a1bf download
Qwen3-0.6B-abliterated.Q3_K_M.gguf 331 MB 42a40705 download
qwen3-0.6b-abliterated.Q3_K_S.gguf 308 MB 8b3ea176 download
Qwen3-0.6B-abliterated.Q3_K_S.gguf 308 MB 4905bc95 download
Q2_K 2 files 565 MB
qwen3-0.6b-abliterated.Q2_K.gguf 283 MB 18e1ff6a download
Qwen3-0.6B-abliterated.Q2_K.gguf 283 MB 36c96d56 download
Auxiliary files 2 files 8.13 KB
README.md 5.00 KB bff461f1 download
.gitattributes 3.13 KB 70db4b6e download

README current version from Hugging Face


base_model: mlabonne/Qwen3-0.6B-abliterated
language:


About

static quants of https://huggingface.co/mlabonne/Qwen3-0.6B-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/qwen3-0.6b-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
PART 1 PART 2 Q2_K 0.7
PART 1 PART 2 Q3_K_S 0.7
PART 1 PART 2 Q3_K_M 0.8 lower quality
PART 1 PART 2 Q3_K_L 0.8
PART 1 PART 2 IQ4_XS 0.8
PART 1 PART 2 Q4_K_S 0.9 fast, recommended
PART 1 PART 2 Q4_K_M 0.9 fast, recommended
PART 1 PART 2 Q5_K_S 1.0
PART 1 PART 2 Q5_K_M 1.0
PART 1 PART 2 Q6_K 1.1 very good quality
PART 1 PART 2 Q8_0 1.4 fast, best quality
PART 1 PART 2 f16 2.5 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 8 versions

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

  1. 2026-10-03auto-patch README.md6447ed95 KB
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  2. 2026-07-28auto-patch README.md3fc3da65 KB
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  3. 2026-07-28auto-patch README.mdf0d38e55.1 KB
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  4. 2025-07-11auto-patch README.mde704fa83.7 KB
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  5. 2025-07-10auto-patch README.md051b29e3.6 KB
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  6. 2025-05-20auto-patch README.md1ec163d3.5 KB
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  7. 2025-04-29auto-patch README.mdd4d53583.4 KB
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  8. 2025-04-29uploaded from leiafac4025221 B
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