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nuofang/Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic-GGUF

nuofang Qwen 9B GGUF second-order 262K ctx
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Response includes
  • classification m3
  • files 5
  • hub_downloads_all_time 3,678
  • 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
4K
459 last 30d - stable
Likes
1
Model age
3mo ago
created 2026-07-11
Downloads over time
Now3.7K→from251↑1,392%
761.4K2.8K4.1K251 on Jul 153.7K on Oct 11JulAugSepOct
Jul 15 → Oct 11 · 53 snapshots · spans 88 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/Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic↓ 43 this lineage
nuofang/Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic-GGUF↓ 459

Metadata

Quantizations
IQ4
Tags
gguf llama.cpp quantized imatrix base_model:DavidAU/Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic base_model:quantized:DavidAU/Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic 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
Total size
4.84 GB
Files
5
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2026-07-11 15:46
Source huggingface.co/nuofang/Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic-GGUF ↗ Base model DavidAU/Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic →

Files by quantization

IQ4 1 file 4.84 GB
Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic-IQ4_XS.gguf 4.84 GB 44df9ec8 download
F16 1 file 879 MB
mmproj-Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic-f16.gguf 879 MB b77ecf23 download
Auxiliary files 3 files 4.91 MB
imatrix.gguf 4.91 MB 1e7725d7 download
.gitattributes 1.76 KB 6850a818 download
README.md 811 B 5bf556e4 download

README current version from Hugging Face

base_model: DavidAU/Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic
tags:

  • llama.cpp
  • quantized
  • imatrix

Auto-Quantized GGUF Model

This repository contains automated GGUF quantization files for DavidAU/Qwen3.5-9B-F451-AND-TRI-Polar-Ultra-Pro-Writer-Uncensored-Heretic.

The calibration data for the imatrix is targeted at Chinese novels and role-playing (RP), while preserving logic and common sense.
imatrix 的校准数据以中文的小说、角色扮演为目标，同时保留逻辑和常识。

📊 Perplexity Evaluation

(Tested against the provided calibration dataset)

  • Base (F16/BF16): PPL = 15.2449 +/- 0.12633
  • IQ4_XS: PPL = 12.9419 +/- 0.10450

README history 3 versions

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

  1. 2026-07-11Upload README.md with huggingface_hub54f1ae2811 B
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  2. 2026-07-11Upload README.md with huggingface_hub1794997771 B
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  3. 2026-07-11Upload README.md with huggingface_hubc9dec4e637 B
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