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tinyopsec/Qwen2.5-0.5B-abliterated-GGUF

tinyopsec Qwen 500M GGUF
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Response includes
  • classification m8
  • files 15
  • author_summary 8 models
  • readme_text full
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What "m8" means · taxonomy
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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
M1 Direct removal →
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
How we label → About M8 →
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.

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Model age
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created 2026-10-28

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This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Qwen/Qwen2.5-0.5B-Instruct this lineage
tinyopsec/Qwen2.5-0.5B-abliterated-GGUF

Metadata

License
apache-2.0
Quantizations
F16 Q2_K Q3_K Q4 Q4_K Q5 Q5_K Q6_K Q8_0
Tags
gguf qwen2 abliterated uncensored llama-cpp text-generation base_model:Qwen/Qwen2.5-0.5B-Instruct base_model:quantized:Qwen/Qwen2.5-0.5B-Instruct license:apache-2.0 endpoints_compatible region:us conversational

Related

Other by tinyopsec
Qwen3.5-4B-Uncensored-Aggressive-GGUF 2K Llama-3.2-3B-Instruct-heretic-ablitered-uncensored-GGUF 1K Huihui-MiniCPM5-2B-abliterated-GGUF 1K MiniCPM5-2B-Abliterated-Uncensored-Safetensors-GGUF 431 Ouro-1.4B-uncensored 0
Same base model
sbussiso/Qwen2.5-0.5B-abliterated 2K huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3 1K arzaan789/qwen2.5-0.5b-uncensored 825 madhurjindal/Jailbreak-Detector-2-XL 288 Goekdeniz-Guelmez/Josiefied-Qwen2.5-0.5B-Instruct-abliterated-v1 224
Total size
6.73 GB
Files
15
Quantizations
10
Registered
2026-10-28 15:01
Last updated on HF
2026-10-28 14:21
Source huggingface.co/tinyopsec/Qwen2.5-0.5B-abliterated-GGUF ↗ Base model Qwen/Qwen2.5-0.5B-Instruct ↗

Files by quantization

F16 1 file 1.18 GB
model-F16.gguf 1.18 GB a01bedbc download
Q8_0 1 file 644 MB
model-Q8_0.gguf 644 MB a14bec72 download
Q6_K 1 file 620 MB
model-Q6_K.gguf 620 MB aae27f5d download
Q5_K 2 files 989 MB
model-Q5_K_M.gguf 498 MB 675ab0c2 download
model-Q5_K_S.gguf 491 MB 6d49fca8 download
Q4_K 2 files 926 MB
model-Q4_K_M.gguf 469 MB 2c810771 download
model-Q4_K_S.gguf 457 MB 84283f4a download
Q5 1 file 468 MB
model-Q5_0.gguf 468 MB 4f39fd5e download
Q3_K 3 files 1.20 GB
model-Q3_K_L.gguf 425 MB 33f8dd8a download
model-Q3_K_M.gguf 412 MB 6d4959a9 download
model-Q3_K_S.gguf 396 MB 7c1ffadf download
Q4 1 file 409 MB
model-Q4_0.gguf 409 MB c8c967b2 download
Q2_K 1 file 396 MB
model-Q2_K.gguf 396 MB 296d6076 download
Auxiliary files 2 files 3.44 KB
.gitattributes 2.16 KB 69701adf download
README.md 1.29 KB 95f43d75 download

README current version from Hugging Face

license: apache-2.0
base_model: Qwen/Qwen2.5-0.5B-Instruct
library_name: gguf
pipeline_tag: text-generation
tags:

  • qwen2
  • gguf
  • abliterated
  • uncensored
  • llama-cpp

Qwen2.5-0.5B-abliterated — GGUF

GGUF quantizations of sbussiso/Qwen2.5-0.5B-abliterated, an abliterated Qwen2.5-0.5B-Instruct checkpoint, produced with llama.cpp.

Available files

File Quantization Description
model-F16.gguf F16 Full precision (1.0 GB)
model-Q8_0.gguf Q8_0 8-bit
model-Q6_K.gguf Q6_K 6-bit
model-Q5_K_M.gguf Q5_K_M 5-bit medium
model-Q5_K_S.gguf Q5_K_S 5-bit small
model-Q5_0.gguf Q5_0 5-bit
model-Q4_K_M.gguf Q4_K_M 4-bit medium (recommended)
model-Q4_K_S.gguf Q4_K_S 4-bit small
model-Q4_0.gguf Q4_0 4-bit
model-Q3_K_L.gguf Q3_K_L 3-bit large
model-Q3_K_M.gguf Q3_K_M 3-bit medium
model-Q3_K_S.gguf Q3_K_S 3-bit small
model-Q2_K.gguf Q2_K 2-bit

Usage

With llama.cpp:

./llama-cli -m model-Q4_K_M.gguf -p "Your prompt" -n 256

Or any GGUF-compatible runtime (Ollama, LM Studio, koboldcpp, etc.).

License

Apache License 2.0. Built on Qwen/Qwen2.5-0.5B-Instruct.

Disclaimer

Abliterated/uncensored research model. Evaluate before use.

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