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NICKO/gemma-3-27b-it-abliterated-BonfyreFPQ-Native

NICKO Gemma 27B second-order
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     "https://abliteration.org/api/v1/models/NICKO%2Fgemma-3-27b-it-abliterated-BonfyreFPQ-Native"
Response includes
  • classification m1
  • files 14
  • benchmarks 11 entries
  • author_summary 7 models
  • readme_text full
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What "m1" means · taxonomy
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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 · 30-day
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Model age
4mo ago
created 2026-06-01
Downloads over time
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Jun 10 → Oct 12 · 58 snapshots · spans 124 days

Benchmarks

Benchmark Score Source
Entertainment 1.5 UGI
Hazardous 2.4 UGI
Natural Intelligence 29.6 UGI
Political lean -7.7% UGI
Sensitive-Info 20.32 UGI
SocPol 2.4 UGI
UGI 41.05 UGI
Willingness (10) 8.2 UGI
W10-Adherence 7.5 UGI
W10-Direct 9 UGI
Writing 35.62 UGI

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.

mlabonne/gemma-3-27b-it-abliterated↓ 7,195 this lineage
NICKO/gemma-3-27b-it-abliterated-BonfyreFPQ-Native

Metadata

License
gemma
Tags
bonfyre-fpq native-format compressed gemma-3 abliterated base_model:mlabonne/gemma-3-27b-it-abliterated base_model:finetune:mlabonne/gemma-3-27b-it-abliterated license:gemma region:us

Related

Other by NICKO
gemma-2-2b-it-abliterated-BonfyreFPQ-Native 0 gemma-3-1b-it-abliterated-BonfyreFPQ-Native 0 gemma-3-4b-it-abliterated-BonfyreFPQ-Native 0 gemma-2-9b-it-abliterated-BonfyreFPQ-Native 0 gemma-3-12b-it-abliterated-BonfyreFPQ-Native 0
Same base model
bartowski/mlabonne_gemma-3-27b-it-abliterated-GGUF 6K mradermacher/gemma-3-27b-it-abliterated-i1-GGUF 1K mradermacher/gemma-3-27b-it-abliterated-GGUF 755 danielmnd/mlabonne_gemma-3-27b-it-abliterated-GGUF 280 youkoutenhouin/gemma-3-27b-it-abliterated-GGUF 162
Total size
0 B
Files
14
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-01 04:51
Source huggingface.co/NICKO/gemma-3-27b-it-abliterated-BonfyreFPQ-Native ↗ Base model mlabonne/gemma-3-27b-it-abliterated →

Files by quantization

Auxiliary files 14 files 2.99 GB
model-part10.fpq 277 MB 80142988 download
model-part11.fpq 277 MB d91f063e download
model-part4.fpq 277 MB 48a84c36 download
model-part5.fpq 277 MB 5e23ea13 download
model-part6.fpq 277 MB c61f6044 download
model-part7.fpq 277 MB 8c62f331 download
model-part8.fpq 277 MB 028f5b61 download
model-part9.fpq 277 MB 42839972 download
model-part3.fpq 277 MB e4684156 download
model-part2.fpq 277 MB 0d1f14fd download
model-part1.fpq 271 MB ada4c0ab download
model-part12.fpq 25.8 MB ea6ebf16 download
.gitattributes 2.10 KB 8cfa4087 download
README.md 719 B fb31a1c2 download

README current version from Hugging Face

tags: [bonfyre-fpq, native-format, compressed, gemma-3, abliterated]
license: gemma
base_model: mlabonne/gemma-3-27b-it-abliterated

Gemma-3-27B-IT Abliterated — BonfyreFPQ Native Format

mlabonne/gemma-3-27b-it-abliterated compressed into BonfyreFPQ v4.

12 shards totalling ~54 GB BF16 → 3.32 GB FPQ (16.3× actual file ratio, 9.1× FP32-equiv).

File Tensors FPQ Size
model-part1.fpq 460 285 MB
model-part2.fpq–part11.fpq 78 each 277 MB each
model-part12.fpq 7 26 MB
Total 1242 ~3.32 GB

FPQ v4 | COORD@3+QJL | 3.50 avg bpw | 9.1× FP32-equiv ratio

README history 1 version

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

  1. 2026-06-01Upload README.md with huggingface_hub02773f0719 B
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