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Abiray/Huihui-Qwen3.5-9B-abliterated-GGUF

Abiray Qwen 9B GGUF second-order 262K ctx
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Response includes
  • classification m8
  • files 9
  • benchmarks 11 entries
  • hub_downloads_all_time 19,399
  • author_summary 21 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
19K
6K last 30d - stable
Likes
4
Model age
7mo ago
created 2026-03-09
Downloads over time
Now22.6K→from6.2K↑266%
5.4K11.6K17.9K24.2K6.2K on Apr 1522.6K on Oct 12AprMayJunJulAugSepOct
Apr 15 → Oct 12 · 66 snapshots · spans 180 days

Benchmarks

Benchmark Score Source
Entertainment 0.9 UGI
Hazardous 1.8 UGI
Natural Intelligence 14.88 UGI
Political lean -6.0% UGI
Sensitive-Info 11.44 UGI
SocPol 0.9 UGI
UGI 37.63 UGI
Willingness (10) 9 UGI
W10-Adherence 9 UGI
W10-Direct 9 UGI
Writing 29.12 UGI

Genealogy 0 direct forks

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Metadata

Quantizations
Q4_K Q5_K Q6_K Q8_0
Tags
gguf qwen qwen3.5 abliterated uncensored text-generation base_model:huihui-ai/Huihui-Qwen3.5-9B-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3.5-9B-abliterated endpoints_compatible region:us conversational

Related

Total size
37.9 GB
Files
9
Quantizations
6
Registered
2026-08-22 13:56
Last updated on HF
2026-03-10 04:53

Files by quantization

Q8_0 1 file 8.87 GB
Huihui-Qwen3.5-9B-abliterated-Q8_0.gguf 8.87 GB 2dd68555 download
Q6_K 1 file 6.85 GB
Huihui-Qwen3.5-9B-abliterated-Q6_K.gguf 6.85 GB 40b56891 download
Q5_K 2 files 11.9 GB
Huihui-Qwen3.5-9B-abliterated-Q5_K_M.gguf 6.07 GB 77e68945 download
Huihui-Qwen3.5-9B-abliterated-Q5_K_S.gguf 5.87 GB 24408c70 download
Q4_K 2 files 10.2 GB
Huihui-Qwen3.5-9B-abliterated-Q4_K_M.gguf 5.24 GB bb30f918 download
Huihui-Qwen3.5-9B-abliterated-Q4_K_S.gguf 4.97 GB ab3fd73e download
F16 1 file 876 MB
mmproj-f16.gguf 876 MB f70dc350 download
Auxiliary files 2 files 3.88 KB
.gitattributes 1.99 KB 2ac91a35 download
README.md 1.89 KB 42315aec download

README current version from Hugging Face


base_model: huihui-ai/Huihui-Qwen3.5-9B-abliterated
library_name: gguf
tags:

  • qwen
  • qwen3.5
  • abliterated
  • uncensored
  • gguf
  • text-generation

Huihui-Qwen3.5-9B-abliterated - GGUF

This repository contains GGUF format model files for huihui-ai/Huihui-Qwen3.5-9B-abliterated.

💾 Provided Files and Quantizations

We provide a spectrum of quantizations to suit different hardware capabilities. If you are unsure which to choose, Q4_K_M is the recommended standard for the best balance of speed, size, and reasoning retention.

Filename Quant Type File Size Recommended RAM/VRAM Use Case
Huihui-Qwen3.5-9B-abliterated-Q4_K_S.gguf Q4_K_S ~5.1 GB 8 GB Fastest inference, lowest memory footprint.
Huihui-Qwen3.5-9B-abliterated-Q4_K_M.gguf Q4_K_M ~5.4 GB 8 GB Recommended. Best balance of quality and size.
Huihui-Qwen3.5-9B-abliterated-Q5_K_S.gguf Q5_K_S ~6.1 GB 10 GB Slightly higher quality, needs more memory.
Huihui-Qwen3.5-9B-abliterated-Q5_K_M.gguf Q5_K_M ~6.3 GB 10 GB Excellent reasoning retention for 12GB+ GPUs.
Huihui-Qwen3.5-9B-abliterated-Q6_K.gguf Q6_K ~7.4 GB 12 GB Near-lossless quality.
Huihui-Qwen3.5-9B-abliterated-Q8_0.gguf Q8_0 ~9.6 GB 16 GB Virtually indistinguishable from the F16 base model.

🚀 How to Use

These GGUF files are fully compatible with popular local AI software, including:

  • LM Studio
  • Ollama
  • Jan
  • text-generation-webui (Oobabooga)
  • llama.cpp

Prompt Format (ChatML)

Qwen models strictly use the ChatML format for prompting. Your system prompt and user inputs must be wrapped exactly like this:

<|im_start|>system
You are a helpful assistant.<|im_end|>
<|im_start|>user
Write a simple Python script.<|im_end|>
<|im_start|>assistant

README history 2 versions

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

  1. 2026-03-09Update README.mdcf9b70e1.9 KB
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  2. 2026-03-09Create README.md302ea4d2.1 KB
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Discussions 1 thread

  1. 2026-03-10Thanks sharing. need the MMP visual file that matches the Q8 model.closed2 💬#1
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