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NICKO/gemma-3-12b-it-abliterated-BonfyreFPQ-Native

NICKO Gemma 12B second-order
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     "https://abliteration.org/api/v1/models/NICKO%2Fgemma-3-12b-it-abliterated-BonfyreFPQ-Native"
Response includes
  • classification m1
  • files 7
  • 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 ↗
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Model age
4mo ago
created 2026-06-01
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Jun 10 → Oct 12 · 58 snapshots · spans 124 days

Genealogy 0 direct forks

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mlabonne/gemma-3-12b-it-abliterated↓ 313 this lineage
NICKO/gemma-3-12b-it-abliterated-BonfyreFPQ-Native

Metadata

License
gemma
Tags
bonfyre-fpq native-format compressed gemma-3 abliterated base_model:mlabonne/gemma-3-12b-it-abliterated base_model:finetune:mlabonne/gemma-3-12b-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-3-27b-it-abliterated-BonfyreFPQ-Native 0
Same base model
bartowski/mlabonne_gemma-3-12b-it-abliterated-GGUF 4K matrixportalx/gemma-3-12b-it-abliterated-GGUF 537 matrixportalx/gemma-3-12b-it-abliterated-Q4_K_M-GGUF 91 bobwu/gemma-3-12b-it-abliterated-mlx-4Bit 69 artokun/comfy_gemma_3_12B_it_abliterated 0
Total size
0 B
Files
7
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-01 03:49
Source huggingface.co/NICKO/gemma-3-12b-it-abliterated-BonfyreFPQ-Native ↗ Base model mlabonne/gemma-3-12b-it-abliterated →

Files by quantization

Auxiliary files 7 files 1.33 GB
model-part1.fpq 278 MB 390cde6c download
model-part3.fpq 276 MB ac9f7560 download
model-part4.fpq 276 MB 0b1f0e49 download
model-part2.fpq 276 MB 0ddb57b0 download
model-part5.fpq 257 MB ba358722 download
.gitattributes 1.74 KB 1d1746fe download
README.md 851 B 425e5593 download

README current version from Hugging Face

tags: [bonfyre-fpq, native-format, compressed, gemma-3, abliterated]
license: gemma
base_model: mlabonne/gemma-3-12b-it-abliterated

Gemma-3-12B-IT Abliterated — BonfyreFPQ Native Format

mlabonne/gemma-3-12b-it-abliterated compressed into BonfyreFPQ v4.

File Tensors BF16 Source FPQ Size Ratio
model-part1.fpq 500 ~4.64 GB 292 MB ~16.3×
model-part2.fpq 143 ~4.59 GB 289 MB ~16.3×
model-part3.fpq 143 ~4.59 GB 289 MB ~16.3×
model-part4.fpq 143 ~4.59 GB 289 MB ~16.3×
model-part5.fpq 136 ~4.29 GB 270 MB ~16.3×
Total 1065 ~22.7 GB 1.43 GB ~15.9×

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_hubfefaae1851 B
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