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

NICKO/gemma-3-1b-it-abliterated-BonfyreFPQ-Native

NICKO Gemma 1B second-order
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     "https://abliteration.org/api/v1/models/NICKO%2Fgemma-3-1b-it-abliterated-BonfyreFPQ-Native"
Response includes
  • classification m1
  • files 3
  • 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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mlabonne/gemma-3-1b-it-abliterated↓ 137 this lineage
NICKO/gemma-3-1b-it-abliterated-BonfyreFPQ-Native

Metadata

License
gemma
Tags
bonfyre-fpq native-format compressed gemma-3 abliterated base_model:mlabonne/gemma-3-1b-it-abliterated base_model:finetune:mlabonne/gemma-3-1b-it-abliterated license:gemma region:us

Related

Other by NICKO
gemma-2-2b-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 gemma-3-27b-it-abliterated-BonfyreFPQ-Native 0
Same base model
matrixportalx/gemma-3-1b-it-abliterated-GGUF 728 MaziyarPanahi/gemma-3-1b-it-abliterated-GGUF 327 mlx-community/gemma-3-1b-it-abliterated-4bit 86 erichartford/gemma-3-1b-it-abliterated-mlx-8Bit 79 mlx-community/gemma-3-1b-it-abliterated-8bit 79
Total size
0 B
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-01 02:21
Source huggingface.co/NICKO/gemma-3-1b-it-abliterated-BonfyreFPQ-Native ↗ Base model mlabonne/gemma-3-1b-it-abliterated →

Files by quantization

Auxiliary files 3 files 112 MB
model.fpq 112 MB 33c25ab8 download
.gitattributes 1.53 KB c49d2f8f download
README.md 990 B e66bea4e download

README current version from Hugging Face

tags:

  • bonfyre-fpq
  • native-format
  • compressed
  • gemma-3
  • abliterated
    license: gemma
    base_model: mlabonne/gemma-3-1b-it-abliterated

Gemma-3-1B-IT Abliterated — BonfyreFPQ Native Format

This is mlabonne/gemma-3-1b-it-abliterated compressed into the BonfyreFPQ v4 native format.

Compression Summary

File Tensors BF16 Source FPQ Size File Ratio
model.fpq 340 1.9 GB 112 MB ~17.4×
  • FPQ version: v4
  • Algorithm: COORD@3+QJL (3-bit Lloyd-Max quantization + Johnson-Lindenstrauss transform)
  • Average bpw: 3.50
  • FP32-equivalent ratio: 9.1×

Format

bonfyre-fpq decompress model.fpq model.safetensors

Source

BF16 safetensors from mlabonne/gemma-3-1b-it-abliterated (single shard, 1.9 GB).
Abliteration removes refusal behavior. Compressed with BonfyreFPQ v4 on macOS/NEON.

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_hub0876f39990 B
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