base_model:
- llmfan46/Mistral-Small-3.2-24B-Instruct-2506-ultra-uncensored-heretic
license: apache-2.0
tags: - mistral-common
- heretic
- uncensored
- decensored
- abliterated
- ara
Non thinking heretic base with vision removed for easy merging
Naphula-Archives/Mistral-Small-3.2-24B-Instruct-2506-Ultra-Uncensored-Heretic-Text-Only
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"https://abliteration.org/api/v1/models/Naphula-Archives%2FMistral-Small-3.2-24B-Instruct-2506-Ultra-Uncensored-Heretic-Text-Only" Response includes
- classification m3
- files 11
- benchmarks 11 entries
- hub_downloads_all_time 60
- author_summary 2 models
- readme_text full
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
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)
Refusal direction extracted via
Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · lifetime
60
11 last 30d
- stable
Likes
1
Model age
5mo ago
created 2026-05-01
Downloads over time
Apr 29 → Oct 11 · 63 snapshots · spans 165 days
Benchmarks
| Benchmark | Score | Source |
|---|---|---|
| Entertainment | 0.6 | UGI |
| Hazardous | 0.6 | UGI |
| Natural Intelligence | 5.09 | UGI |
| Political lean | NA | UGI |
| Sensitive-Info | 4.06 | UGI |
| SocPol | 0 | UGI |
| UGI | 4.38 | UGI |
| Willingness (10) | 0.5 | UGI |
| W10-Adherence | 0 | UGI |
| W10-Direct | 1 | UGI |
| Writing | NA | UGI |
Genealogy
Full fork graph →This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.
Metadata
Related
Source huggingface.co/Naphula-Archives/Mistral-Small-3.2-24B-Instruct-2506-Ultra-Uncensored-Heretic-Text-Only ↗ Base model llmfan46/Mistral-Small-3.2-24B-Instruct-2506-ultra-uncensored-heretic →
Files by quantization
Auxiliary files 11 files 43.9 GB
| model.safetensors | 43.9 GB | 3c0283df | download |
| tokenizer.json | 16.3 MB | b76085f9 | download |
| tokenizer_config.json | 196 KB | 51993630 | download |
| model.safetensors.index.json | 24.2 KB | 1dd9eb42 | download |
| special_tokens_map.json | 20.9 KB | a47054b4 | download |
| textonly_ripper_v2.py | 5.07 KB | 04f9ac17 | download |
| chat_template.json | 2.71 KB | f1e0b917 | download |
| .gitattributes | 1.53 KB | 52373fe2 | download |
| config.json | 625 B | d4c3bb9d | download |
| README.md | 365 B | d3f8a93f | download |
| generation_config.json | 116 B | e8898741 | download |
README
README history
The author's README evolved over time. Click a version to see its content at that point.
2026-05-01Create README.md
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