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kang-heewon/Huihui-gemma-4-12B-coder-fable5-composer2.5-v1-abliterated-MLX-8bit

kang-heewon Gemma 12B
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/kang-heewon%2FHuihui-gemma-4-12B-coder-fable5-composer2.5-v1-abliterated-MLX-8bit"
Response includes
  • classification m1
  • files 11
  • hub_downloads_all_time 1,335
  • author_summary 2 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)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
1K
206 last 30d - stable
Likes
0
Model age
3mo ago
created 2026-07-01
Downloads over time
Now1.4K→from138↑918%
755601K1.5K138 on Jul 11.4K on Oct 11JulAugSepOct
Jul 1 → Oct 11 · 54 snapshots · spans 102 days

Metadata

Tags
mlx safetensors gemma4_unified text-generation conversational en 8-bit region:us

Related

Total size
11.8 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-07-01 02:54

Files by quantization

Auxiliary files 11 files 11.8 GB
model-00002-of-00003.safetensors 4.99 GB 4d19bdce download
model-00001-of-00003.safetensors 4.98 GB 176c2a6d download
model-00003-of-00003.safetensors 1.81 GB cb469d12 download
tokenizer.json 30.7 MB cc8d3a0c download
model.safetensors.index.json 131 KB 361a9740 download
chat_template.jinja 17.1 KB e61bbfe9 download
config.json 4.41 KB ff7768c3 download
tokenizer_config.json 2.71 KB 1cb36051 download
.gitattributes 1.53 KB 52373fe2 download
README.md 665 B 87ef9a01 download
generation_config.json 273 B e41ee7af download

README current version from Hugging Face


language: en
tags:

  • mlx
    pipeline_tag: text-generation
    library_name: mlx

kang-heewon/Huihui-gemma-4-12B-coder-fable5-composer2.5-v1-abliterated-MLX-8bit

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("kang-heewon/Huihui-gemma-4-12B-coder-fable5-composer2.5-v1-abliterated-MLX-8bit")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True, return_dict=False,
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

README history 1 version

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

  1. 2026-07-01Add files using upload-large-folder tool2c2d718665 B
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