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matrixportalx/gemma-2-9b-it-abliterated-Q4_0-GGUF

matrixportalx Gemma 9B GGUF second-order 8K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/matrixportalx%2Fgemma-2-9b-it-abliterated-Q4_0-GGUF"
Response includes
  • classification m8
  • files 3
  • benchmarks 5 entries
  • hub_downloads_all_time 441
  • author_summary 44 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
MEDIUM
Inherited from base model
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=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
441
58 last 30d - stable
Likes
1
Model age
9mo ago
created 2025-12-25
Downloads over time
Now463→from136↑240%
120245370496136 on Dec 24, 2025463 on Oct 11Dec '25FebAprJunAugOct
Dec 24, 2025 → Oct 11 · 81 snapshots · spans 291 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

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Metadata

License
gemma
Languages
en
Tags
gguf llama-cpp gguf-my-repo en base_model:IlyaGusev/gemma-2-9b-it-abliterated base_model:quantized:IlyaGusev/gemma-2-9b-it-abliterated license:gemma endpoints_compatible region:us conversational

Related

Total size
5.07 GB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-12-25 23:15

Files by quantization

Auxiliary files 3 files 5.07 GB
gemma-2-9b-it-abliterated-q4_0.gguf 5.07 GB 2db3f375 download
README.md 1.84 KB b788d3c6 download
.gitattributes 1.55 KB ef12604b download

README current version from Hugging Face


license: gemma
language:

  • en
    base_model: IlyaGusev/gemma-2-9b-it-abliterated
    tags:
  • llama-cpp
  • gguf-my-repo

matrixportalx/gemma-2-9b-it-abliterated-Q4_0-GGUF

This model was converted to GGUF format from IlyaGusev/gemma-2-9b-it-abliterated using llama.cpp via the ggml.ai's GGUF-my-repo space.
Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo matrixportalx/gemma-2-9b-it-abliterated-Q4_0-GGUF --hf-file gemma-2-9b-it-abliterated-q4_0.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo matrixportalx/gemma-2-9b-it-abliterated-Q4_0-GGUF --hf-file gemma-2-9b-it-abliterated-q4_0.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo matrixportalx/gemma-2-9b-it-abliterated-Q4_0-GGUF --hf-file gemma-2-9b-it-abliterated-q4_0.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo matrixportalx/gemma-2-9b-it-abliterated-Q4_0-GGUF --hf-file gemma-2-9b-it-abliterated-q4_0.gguf -c 2048

README history 1 version

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

  1. 2025-12-25Upload README.md with huggingface_hub08e75ac1.8 KB
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