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← back to catalog · registered 2026-08-22 13:56

NICKO/gemma-3-4b-it-abliterated-BonfyreFPQ-Native

NICKO Gemma 4B second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/NICKO%2Fgemma-3-4b-it-abliterated-BonfyreFPQ-Native"
Response includes
  • classification m1
  • files 4
  • 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 11 · 57 snapshots · spans 123 days

Genealogy 0 direct forks

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mlabonne/gemma-3-4b-it-abliterated↓ 180 this lineage
NICKO/gemma-3-4b-it-abliterated-BonfyreFPQ-Native

Metadata

License
gemma
Tags
bonfyre-fpq native-format compressed gemma-3 abliterated base_model:mlabonne/gemma-3-4b-it-abliterated base_model:finetune:mlabonne/gemma-3-4b-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-2-9b-it-abliterated-BonfyreFPQ-Native 0 gemma-3-12b-it-abliterated-BonfyreFPQ-Native 0 gemma-3-27b-it-abliterated-BonfyreFPQ-Native 0
Same base model
bartowski/mlabonne_gemma-3-4b-it-abliterated-GGUF 8K mradermacher/gemma-3-4b-it-abliterated-GGUF 2K mradermacher/gemma-3-4b-it-abliterated-i1-GGUF 637 BernTheCreator/Gemma-3-4b-it-abliterated-Q4_0-GGUF 110 mlx-community/gemma-3-4b-it-abliterated-4bit-text 84
Total size
0 B
Files
4
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-01 02:38
Source huggingface.co/NICKO/gemma-3-4b-it-abliterated-BonfyreFPQ-Native ↗ Base model mlabonne/gemma-3-4b-it-abliterated →

Files by quantization

Auxiliary files 4 files 481 MB
model-part1.fpq 277 MB e33d9ec9 download
model-part2.fpq 203 MB efd1757f download
.gitattributes 1.58 KB e9c74953 download
README.md 932 B 1ea6a7ba download

README current version from Hugging Face

tags:

  • bonfyre-fpq
  • native-format
  • compressed
  • gemma-3
  • abliterated
    license: gemma
    base_model: mlabonne/gemma-3-4b-it-abliterated

Gemma-3-4B-IT Abliterated — BonfyreFPQ Native Format

This is mlabonne/gemma-3-4b-it-abliterated compressed into BonfyreFPQ v4 native format.

Compression Summary

File Tensors BF16 Source FPQ Size File Ratio
model-part1.fpq 630 ~4.62 GB 277 MB ~17.1×
model-part2.fpq 253 ~3.39 GB 203 MB ~17.1×
Total 883 ~8.0 GB 480 MB ~17.1×
  • FPQ version: v4 | Algorithm: COORD@3+QJL | Avg bpw: 3.50 | FP32-equiv ratio: 9.1×

Usage

bonfyre-fpq decompress model-part1.fpq model-part1.safetensors
bonfyre-fpq decompress model-part2.fpq model-part2.safetensors

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_hub95f09b7932 B
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