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tinyopsec/Qwen3-4B-Instruct-2507-abliterated-GGUF

tinyopsec Qwen 4B GGUF
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Response includes
  • classification m8
  • files 12
  • author_summary 10 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.

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Model age
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created 2026-10-29

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Metadata

License
apache-2.0
Quantizations
F16 Q3_K Q4 Q4_K Q5 Q5_K Q6_K Q8_0
Tags
gguf qwen3 abliterated uncensored heretic llama-cpp text-generation base_model:Qwen/Qwen3-4B-Instruct-2507 base_model:quantized:Qwen/Qwen3-4B-Instruct-2507 license:apache-2.0 endpoints_compatible region:us

Related

Total size
31.4 GB
Files
12
Quantizations
9
Registered
2026-10-29 12:01
Last updated on HF
2026-10-29 12:09

Files by quantization

F16 1 file 7.50 GB
model-F16.gguf 7.50 GB aed5ccb5 download
Q8_0 1 file 3.99 GB
model-Q8_0.gguf 3.99 GB 032deefa download
Q6_K 1 file 3.08 GB
model-Q6_K.gguf 3.08 GB 421ee30a download
Q5_K 2 files 5.32 GB
model-Q5_K_M.gguf 2.69 GB 7f485a78 download
model-Q5_K_S.gguf 2.63 GB d7742498 download
Q5 1 file 2.63 GB
model-Q5_0.gguf 2.63 GB d0be9026 download
Q4_K 2 files 4.55 GB
model-Q4_K_M.gguf 2.33 GB fd3761cd download
model-Q4_K_S.gguf 2.22 GB 03e3f4bf download
Q4 1 file 2.21 GB
model-Q4_0.gguf 2.21 GB 4a3a0157 download
Q3_K 1 file 2.09 GB
model-Q3_K_L.gguf 2.09 GB a5b3f8a9 download
Auxiliary files 2 files 3.30 KB
.gitattributes 2.00 KB 97c0bed1 download
README.md 1.30 KB 1be95a62 download

README current version from Hugging Face


license: apache-2.0
base_model: Qwen/Qwen3-4B-Instruct-2507
library_name: gguf
pipeline_tag: text-generation
tags:

  • qwen3
  • gguf
  • abliterated
  • uncensored
  • heretic
  • llama-cpp

Qwen3-4B-Instruct-2507-abliterated — GGUF

GGUF quantizations of glivorem/Qwen3-4B-Instruct-2507-abliterated, a Heretic-abliterated Qwen3-4B model, produced with llama.cpp.

Available files

File Quantization Description
model-F16.gguf F16 Full precision (~8 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/Qwen3-4B-Instruct-2507.

Disclaimer

Abliterated/uncensored model. Evaluate before use.

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