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NICKO/gemma-2-9b-it-abliterated-BonfyreFPQ-Native

NICKO Gemma 9B second-order
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     "https://abliteration.org/api/v1/models/NICKO%2Fgemma-2-9b-it-abliterated-BonfyreFPQ-Native"
Response includes
  • classification m1
  • files 6
  • benchmarks 5 entries
  • author_summary 7 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 · 30-day
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Model age
4mo ago
created 2026-06-01
Downloads over time
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Jun 10 → Oct 11 · 57 snapshots · spans 123 days

Benchmarks

Benchmark Score Source
BBH average 0.5336619535607732 OpenLLM-v2
IFEval instruct 0.7865707434052758 OpenLLM-v2
IFEval-Prompt 0.7079482439926063 OpenLLM-v2
MATH lvl 5 0.0007552870090634441 OpenLLM-v2
MMLU-Pro 0.39153922872340424 OpenLLM-v2

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.

IlyaGusev/gemma-2-9b-it-abliterated↓ 442 this lineage
NICKO/gemma-2-9b-it-abliterated-BonfyreFPQ-Native

Metadata

License
gemma
Tags
bonfyre-fpq native-format compressed gemma-2 abliterated base_model:IlyaGusev/gemma-2-9b-it-abliterated base_model:finetune:IlyaGusev/gemma-2-9b-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-3-12b-it-abliterated-BonfyreFPQ-Native 0 gemma-3-27b-it-abliterated-BonfyreFPQ-Native 0
Same base model
bartowski/gemma-2-9b-it-abliterated-GGUF 10K BasedAGI/Gemma-2-9B-IT-Abliterated-i1-GGUF 2K tensorblock/gemma-2-9b-it-abliterated-GGUF 214 Alex01837178373/gemma-2-9b-it-abliterated-Q4_K_M-GGUF 160 KnutJaegersberg/gemma-2-9b-it-abliterated-Q8_0-GGUF 88
Total size
0 B
Files
6
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-01 03:07
Source huggingface.co/NICKO/gemma-2-9b-it-abliterated-BonfyreFPQ-Native ↗ Base model IlyaGusev/gemma-2-9b-it-abliterated →

Files by quantization

Auxiliary files 6 files 1.01 GB
model-part3.fpq 277 MB aad867e5 download
model-part2.fpq 276 MB 74586eff download
model-part1.fpq 274 MB 0c6b95f2 download
model-part4.fpq 205 MB d8c80614 download
.gitattributes 1.69 KB 98ff0d06 download
README.md 792 B 37450a38 download

README current version from Hugging Face

tags: [bonfyre-fpq, native-format, compressed, gemma-2, abliterated]
license: gemma
base_model: IlyaGusev/gemma-2-9b-it-abliterated

Gemma-2-9B-IT Abliterated — BonfyreFPQ Native Format

IlyaGusev/gemma-2-9b-it-abliterated compressed into BonfyreFPQ v4.

File Tensors BF16 Source FPQ Size Ratio
model-part1.fpq 84 ~4.57 GB 274 MB ~17.1×
model-part2.fpq 141 ~4.61 GB 290 MB ~17.1×
model-part3.fpq 134 ~4.62 GB 291 MB ~17.1×
model-part4.fpq 105 ~3.42 GB 215 MB ~17.1×
Total 464 ~17.2 GB 1.07 GB ~17.1×

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_hub2596559792 B
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