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HMMediaLabs-Smacksmack206/Qwen3.5-4B-Heretic-MNN-4bit-Uncensored

HMMediaLabs-Smacksmack206 Qwen 4B second-order
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  • files 2
  • author_summary 1 models
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Sibling qwen models · same method
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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 · 30-day
0
Likes
2
Model age
6mo ago
created 2026-03-16
Downloads over time
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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
HMMediaLabs-Smacksmack206/Qwen3.5-4B-Heretic-MNN-4bit-Uncensored

Metadata

License
apache-2.0
Languages
en
Tags
mnn qwen qwen3.5 mobile android uncensored heretic reasoning gated-deltanet text-generation en base_model:DavidAU/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING

Related

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
0 B
Files
2
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-03-16 11:28
Source huggingface.co/HMMediaLabs-Smacksmack206/Qwen3.5-4B-Heretic-MNN-4bit-Uncensored ↗ Base model DavidAU/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING →

Files by quantization

Auxiliary files 2 files 2.60 KB
.gitattributes 1.48 KB a6344aac download
README.md 1.12 KB c989fd61 download

README current version from Hugging Face

license: apache-2.0
language:

  • en
    pipeline_tag: text-generation
    library_name: mnn
    tags:
  • qwen
  • qwen3.5
  • mobile
  • android
  • uncensored
  • heretic
  • reasoning
  • gated-deltanet
    base_model: DavidAU/Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING

Qwen3.5-4B-Heretic-MNN-4bit-Uncensored

Official MNN release by HMMediaLabs-Smacksmack206.

This is a high-performance 4-bit MNN quantization of the DavidAU Heretic model. It is optimized for the Google Pixel 9 Pro (Tensor G4) and mobile ARM GPUs using specialized Gated DeltaNet kernels.

🚀 Technical Alpha

  • Hybrid Architecture: Uses March 2026 Qwen 3.5 Gated DeltaNet (Linear Attention) for extreme power efficiency.
  • Claude 4.6 Reasoning: Distilled from Claude 4.6-OS logic for superior multi-step architectural analysis.
  • Uncensored/Abliterated: Natively handles unrestricted requests with zero safety refusals.

📱 Recommended Pixel 9 Pro Settings

  • Engine: Vulkan
  • CPU Threads: 4 (Performance Core Affinity)
  • Precision: FP16
  • mmap: Enabled

Developed by HMMediaLabs-Smacksmack206 on a Pixel 9 Pro.

README history 1 version

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

  1. 2026-03-16Official Release: Qwen 3.5 4B Heretic MNN Quant by HMMediaLabsc8d9e0a1.1 KB
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