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nuofang/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-GGUF

nuofang Qwen 4B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 4
  • hub_downloads_all_time 1,103
  • author_summary 22 models
  • readme_text full
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What "m3" means · taxonomy
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Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
M1 Direct removal →
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
How we label → About M3 →
Refusal direction extracted via
Extraction technique

Difference-of-means

FromArditi et al. (2024) ↗
Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
What is a refusal direction? → Read the paper ↗
Downloads · lifetime
1K
193 last 30d - stable
Likes
0
Model age
6mo ago
created 2026-03-20
Downloads over time
Now1.2K→from216↑447%
1685389081.3K216 on Mar 181.2K on Oct 11MarAprMayJunJulAugSepOct
Mar 18 → Oct 11 · 69 snapshots · spans 207 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.

DavidAU/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING↓ 455 this lineage
nuofang/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-GGUF↓ 193

Metadata

Quantizations
IQ4
Tags
gguf llama.cpp quantized imatrix base_model:DavidAU/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING base_model:quantized:DavidAU/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING endpoints_compatible region:us conversational

Related

Other by nuofang
Qwen3.8-9B-Distill-SLERP-F451-Pro-Writer-Uncensored-GGUF 15K Qwen3.8-9B-Distill-uncensored-heretic-GGUF 4K Huihui-Qwen3.5-9B-abliterated-GGUF 3K Qwen3.8-9B-abliterated-25-GGUF 2K Qwen3.5-9B-The-Bradbury-F451-Pro-Writer-Uncensored-Heretic-GGUF 993
Same base model
mradermacher/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-GGUF 5K mradermacher/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-i1-GGUF 2K avan-ag/Qwen3.5-4B-Uncensored-MLX-4bit 574 xv1rcn/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-MLX-4bit 379 TomerGamerTV/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-MLX 221
Total size
2.43 GB
Files
4
Quantizations
2
Registered
2026-08-22 13:56
Last updated on HF
2026-03-20 19:36
Source huggingface.co/nuofang/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-GGUF ↗ Base model DavidAU/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING →

Files by quantization

IQ4 1 file 2.43 GB
Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-IQ4_NL.gguf 2.43 GB cc4eb81e download
Auxiliary files 3 files 3.46 MB
imatrix.gguf 3.46 MB 0fe2ba0d download
.gitattributes 1.76 KB 5699d642 download
README.md 439 B 30425280 download

README current version from Hugging Face

README history 1 version

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

  1. 2026-03-20Upload README.md with huggingface_hub25c34c5439 B
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