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quantflex/SmallThinker-3B-Preview-abliterated-GGUF

quantflex 3B GGUF second-order 33K ctx
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Response includes
  • classification m8
  • files 10
  • hub_downloads_all_time 3,261
  • author_summary 1 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
MEDIUM
Inherited from base model
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
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
179 last 30d - cooling
Likes
2
Model age
21mo ago
created 2025-01-01
Downloads over time
Now3.3K→from197↑1,594%
401.2K2.4K3.7K197 on Jan 1, 20253.3K on Oct 12Jan '25Apr '25Jul '25Oct '25JanAprJulOct
Jan 1, 2025 → Oct 12 · 133 snapshots · spans 649 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
other
Languages
en
Quantizations
F16 F32 Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
gguf chat text-generation en base_model:huihui-ai/SmallThinker-3B-Preview-abliterated base_model:quantized:huihui-ai/SmallThinker-3B-Preview-abliterated license:other endpoints_compatible region:us conversational

Related

Total size
29.4 GB
Files
10
Quantizations
8
Registered
2026-08-22 13:56
Last updated on HF
2025-01-01 21:14

Files by quantization

F32 1 file 11.5 GB
SmallThinker-3B-Preview-abliterated-F32.gguf 11.5 GB 41fc579f download
F16 1 file 5.75 GB
SmallThinker-3B-Preview-abliterated-F16.gguf 5.75 GB 2fbee62e download
Q8_0 1 file 3.06 GB
SmallThinker-3B-Preview-abliterated-Q8_0.gguf 3.06 GB cff24b45 download
Q6_K 1 file 2.71 GB
SmallThinker-3B-Preview-abliterated-Q6_K.gguf 2.71 GB 401c492b download
Q5_K 1 file 2.41 GB
SmallThinker-3B-Preview-abliterated-Q5_K_M.gguf 2.41 GB fa5dc88e download
Q4_K 1 file 2.14 GB
SmallThinker-3B-Preview-abliterated-Q4_K_M.gguf 2.14 GB e01c0b28 download
Q3_K 1 file 1.82 GB
SmallThinker-3B-Preview-abliterated-Q3_K_M.gguf 1.82 GB f878470c download
Auxiliary files 3 files 9.99 KB
LICENSE 7.21 KB 87f48cf8 download
.gitattributes 2.05 KB 514a27c4 download
README.md 747 B 72eb71b4 download

README current version from Hugging Face


license: other
license_name: qwen-research
license_link: LICENSE
language:

  • en
    pipeline_tag: text-generation
    base_model: huihui-ai/SmallThinker-3B-Preview-abliterated
    tags:
  • chat

QuantFlex Banner

GGUF Quants for: huihui-ai/SmallThinker-3B-Preview-abliterated

Model by: huihui-ai (thank you!)

Quants by: quantflex

Run with llama.cpp:

./llama-cli -m SmallThinker-3B-Preview-abliterated-Q5_K_M.gguf -p 'You are a helpful assistant.' --temp 0.7 --top-p 0.8 --top-k 20 --repeat-penalty 1.1 -cnv --chat-template chatml

README history 6 versions

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

  1. 2025-01-01Update README.md97ee062747 B
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  2. 2025-01-01Update README.mda0efcae706 B
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  3. 2025-01-01Update README.md98952d8710 B
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  4. 2025-01-01Update README.md001ad92518 B
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  5. 2025-01-01Update README.md8597ef2480 B
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  6. 2025-01-01initial commit297d09c73 B
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