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ttennant/Mellum2.1-12B-A2.5B-Thinking-abliterated-4bit-mlx

ttennant 12B MoE second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
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Response includes
  • classification m1
  • files 10
  • 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 · 30-day
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Model age
today
created 2026-10-28

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Languages
en
Tags
mlx safetensors mellum abliterated uncensored moe text-generation conversational en base_model:ttennant/Mellum2.1-12B-A2.5B-Thinking-abliterated base_model:finetune:ttennant/Mellum2.1-12B-A2.5B-Thinking-abliterated license:apache-2.0

Related

Total size
6.37 GB
Files
10
Quantizations
1
Registered
2026-10-28 13:01
Last updated on HF
2026-10-28 12:26

Files by quantization

Auxiliary files 10 files 6.37 GB
model-00001-of-00002.safetensors 4.95 GB e155836d download
model-00002-of-00002.safetensors 1.42 GB 380413be download
tokenizer.json 6.76 MB 6d5c16d2 download
model.safetensors.index.json 68.3 KB b9623b53 download
config.json 8.34 KB 89f0d7eb download
chat_template.jinja 4.74 KB 116fec1e download
.gitattributes 1.48 KB a6344aac download
tokenizer_config.json 949 B 498f8f0a download
README.md 237 B 0fbcf293 download
generation_config.json 111 B a9500a72 download

README current version from Hugging Face


license: apache-2.0
library_name: mlx
pipeline_tag: text-generation
language:

  • en
    base_model: ttennant/Mellum2.1-12B-A2.5B-Thinking-abliterated
    base_model_relation: finetune
    tags:
  • abliterated
  • uncensored
  • mellum
  • moe
  • mlx

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