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usermma/Atomight-V2.2-UltraThink-0.5B-abliterated-mlx-6Bit

usermma Qwen 494M second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/usermma%2FAtomight-V2.2-UltraThink-0.5B-abliterated-mlx-6Bit"
Response includes
  • classification m1
  • files 9
  • hub_downloads_all_time 38
  • author_summary 77 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
38
12 last 30d - stable
Likes
0
Model age
3mo ago
created 2026-06-28
Downloads over time
Now47→from19↑147%
1828395019 on Jul 147 on Oct 11JulAugSepOct
Jul 1 → Oct 11 · 54 snapshots · spans 102 days

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.

Metadata

License
apache-2.0
Tags
mlx safetensors qwen2 obliteratus abliteration uncensored obliterate mlx-my-repo en base_model:usermma/Atomight-V2.2-UltraThink-0.5B-abliterated base_model:quantized:usermma/Atomight-V2.2-UltraThink-0.5B-abliterated license:apache-2.0

Related

Total size
383 MB
Files
9
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-28 23:31

Files by quantization

Auxiliary files 9 files 394 MB
model.safetensors 383 MB e98cf942 download
tokenizer.json 10.9 MB bd5948af download
model.safetensors.index.json 43.2 KB 1d6ef68f download
chat_template.jinja 2.45 KB bdf7919a download
config.json 1.71 KB aefde069 download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.09 KB 71685d18 download
tokenizer_config.json 602 B cb4dcbf1 download
generation_config.json 239 B fe6dcbd7 download

README current version from Hugging Face


language: en
tags:

  • obliteratus
  • abliteration
  • uncensored
  • obliterate
  • mlx
  • mlx-my-repo
    base_model: usermma/Atomight-V2.2-UltraThink-0.5B-abliterated
    license: apache-2.0

usermma/Atomight-V2.2-UltraThink-0.5B-abliterated-mlx-6Bit

The Model usermma/Atomight-V2.2-UltraThink-0.5B-abliterated-mlx-6Bit was converted to MLX format from usermma/Atomight-V2.2-UltraThink-0.5B-abliterated using mlx-lm version 0.31.2.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("usermma/Atomight-V2.2-UltraThink-0.5B-abliterated-mlx-6Bit")

prompt="hello"

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

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. 2026-06-28Upload folder using huggingface_hub1a3bfea1.1 KB
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