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gigbh/Qwen3-4B-Instruct-Uncensored-2507

gigbh Qwen 4B GGUF 262K ctx
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Response includes
  • classification m-uncensored
  • files 11
  • benchmarks 11 entries
  • hub_downloads_all_time 895
  • author_summary 2 models
  • readme_text full
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What "m-uncensored" means · taxonomy
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Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
How we label → About M-U →
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
895
270 last 30d - stable
Likes
0
Model age
3mo ago
created 2026-06-15
Downloads over time
Now1K→from173↑501%
1304627941.1K173 on Jun 171K on Oct 111K on Oct 10JunJulAugSepOct
Jun 17 → Oct 11 · 56 snapshots · spans 116 days

Benchmarks

Portrait before abliteration
Benchmarks of the base model as it stood before the refusal-removal operation. Compare with the numbers above to see what the operation cost.
Benchmark Score Source
Entertainment 0.4 UGI
Hazardous 1.2 UGI
Natural Intelligence 13.76 UGI
Political lean -12.4% UGI
Sensitive-Info 6.25 UGI
SocPol 0.5 UGI
UGI 15.83 UGI
Willingness (10) 3.5 UGI
W10-Adherence 1 UGI
W10-Direct 6 UGI
Writing 29.92 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.

Qwen/Qwen3-4B-Instruct-2507 this lineage
gigbh/Qwen3-4B-Instruct-Uncensored-2507↓ 270

Metadata

License
apache-2.0
Quantizations
F16 Q2_K Q3_K Q4_K Q5_K
Tags
safetensors gguf qwen3 instruct uncensored heretic chat text-generation base_model:Qwen/Qwen3-4B-Instruct-2507 base_model:quantized:Qwen/Qwen3-4B-Instruct-2507 license:apache-2.0 endpoints_compatible

Related

Other by gigbh
Qwen3-0.6B-Instruct-Uncensored 159
Same base model
HauhauCS/Qwen3-4B-2507-Instruct-Uncensored-HauhauCS-Aggressive 6K Unrestricted/Qwen3-4B-2507-Instruct-Uncensored-HauhauCS-Aggressive 3K huihui-ai/Huihui-Qwen3-4B-Instruct-2507-abliterated 2K IamLucif3r/Qwen3-4B-Instruct-2507-Abliterated 937 backpropSukuna/Qwen3-4B-Instruct-Uncensored 410
Total size
24.7 GB
Files
11
Quantizations
6
Registered
2026-08-22 13:56
Last updated on HF
2026-06-19 11:14
Source huggingface.co/gigbh/Qwen3-4B-Instruct-Uncensored-2507 ↗ Base model Qwen/Qwen3-4B-Instruct-2507 ↗

Files by quantization

F16 1 file 7.50 GB
Qwen3-4B-Instruct-Uncensored-2507-f16.gguf 7.50 GB 7600652e download
Q5_K 2 files 5.32 GB
Qwen3-4B-Instruct-Uncensored-2507-Q5_K_M.gguf 2.69 GB 0c401050 download
Qwen3-4B-Instruct-Uncensored-2507-Q5_K_S.gguf 2.63 GB 1322d4f8 download
Q4_K 2 files 4.55 GB
Qwen3-4B-Instruct-Uncensored-2507-Q4_K_M.gguf 2.33 GB bcb9b3d2 download
Qwen3-4B-Instruct-Uncensored-2507-Q4_K_S.gguf 2.22 GB 2ffcc2e6 download
Q3_K 3 files 5.78 GB
Qwen3-4B-Instruct-Uncensored-2507-Q3_K_L.gguf 2.09 GB 83f6ee1e download
Qwen3-4B-Instruct-Uncensored-2507-Q3_K_M.gguf 1.93 GB 36f0f55f download
Qwen3-4B-Instruct-Uncensored-2507-Q3_K_S.gguf 1.76 GB 180d88b7 download
Q2_K 1 file 1.55 GB
Qwen3-4B-Instruct-Uncensored-2507-Q2_K.gguf 1.55 GB ded7859d download
Auxiliary files 2 files 2.49 KB
.gitattributes 2.26 KB fb1d3875 download
README.md 235 B 90a38475 download

README current version from Hugging Face

license: apache-2.0
base_model:

  • Qwen/Qwen3-4B-Instruct-2507
    pipeline_tag: text-generation
    tags:
  • qwen3
  • instruct
  • uncensored
  • heretic
  • chat

HERETIC version of Qwen3-4B-instruct-2507, nothing special.

(My first HF model)

README history 3 versions

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

  1. 2026-06-15Update README.md2c86096235 B
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  2. 2026-06-15Update README.md6eae9b4154 B
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  3. 2026-06-15initial commit623827528 B
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