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Naphula/Quill-v1-abliterated

Naphula Gemma 9.2B
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Response includes
  • classification m1
  • files 13
  • hub_downloads_all_time 142
  • providers 1
  • author_summary 22 models
  • readme_text full
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
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=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
How we label → About M1 →
Refusal direction extracted via
Extraction technique

Difference-of-means

FromArditi et al. (2024) ↗
Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
What is a refusal direction? → Read the paper ↗
Downloads · lifetime
142
31 last 30d - stable
Likes
1
Descendants
2
in 2 direct forks
Model age
10mo ago
created 2025-12-08
Available via
1 provider
featherless-ai

Training datasets

Corpora the author lists in the model card. Datasets tracked in our /datasets catalog carry a category badge linking to the workflow stage. Others open on Hugging Face.

sam-paech/gutenberg3-generalfiction-scifi-fantasy-romance-adventure-dpo
Downloads over time
Now153→from34↑350%
287411916534 on Dec 10, 2025153 on Oct 11153 on Oct 10Dec '25FebAprJunAugOct
Dec 10, 2025 → Oct 11 · 83 snapshots · spans 305 days

Genealogy 2 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.

sam-paech/Quill-v1 this lineage
Naphula/Quill-v1-abliterated↓ 31 2 forks
mradermacher/Quill-v1-abliterated-i1-GGUF↓ 471
mradermacher/Quill-v1-abliterated-GGUF↓ 398

Variants by this author 2 formats · 68 downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
gemma
Tags
transformers safetensors gemma2 text-generation creative creative-writing conversational dataset:sam-paech/gutenberg3-generalfiction-scifi-fantasy-romance-adventure-dpo base_model:sam-paech/Quill-v1 base_model:finetune:sam-paech/Quill-v1 license:gemma text-generation-inference

Related

Other by Naphula
GLM-4.5-Air-Abliterated-FQ3_K_XL-GGUF 430 magnum-v4-9b-abliterated-GGUF 233 MN-12B-Mag-Mell-R1-Uncensored-GGUF 108 MN-12B-Mag-Mell-R1-Uncensored 106 gemma-3-27b-it-abliterated-Q8_K_XL-GGUF 95
Same base model
Naphula/Quill-v1-abliterated-GGUF 37
Total size
17.2 GB
Files
13
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-12-08 14:47
Source huggingface.co/Naphula/Quill-v1-abliterated ↗ Base model sam-paech/Quill-v1 ↗

Files by quantization

Auxiliary files 13 files 17.2 GB
model-00003-of-00004.safetensors 4.62 GB 1c4cbb01 download
model-00002-of-00004.safetensors 4.61 GB e9ac7f48 download
model-00001-of-00004.safetensors 4.57 GB 8d673b4d download
model-00004-of-00004.safetensors 3.42 GB ddebad0a download
tokenizer.json 16.7 MB 3f289bc0 download
tokenizer.model 4.04 MB 61a7b147 download
tokenizer_config.json 45.9 KB 9b18de69 download
model.safetensors.index.json 38.2 KB 43bf0e42 download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.08 KB 5162bf50 download
config.json 937 B 51ff8bf1 download
special_tokens_map.json 636 B 8d6368f7 download
generation_config.json 190 B e0f2c90a download

README current version from Hugging Face

library_name: transformers
license: gemma
base_model: sam-paech/Quill-v1
tags:

uploading these safetensors before they get deleted.

they have not been ablated with MPOA, so may suffer some cognitive decline.

made these mainly for testing purpose, to see what it might look like in the psycho merge.

i did not measure the compliance score of this (untested to see if it produce bugged output)

i recommend not using these in a merge. better to merge the models and then ablate afterward with https://huggingface.co/blog/grimjim/norm-preserving-biprojected-abliteration

README history 2 versions

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

  1. 2025-12-08Update README.md28524181.1 KB
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  2. 2025-12-08Create README.mda68f1ca491 B
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