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mlx-community/SmolLM3-3B-abliterated-bf16

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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mlx-community%2FSmolLM3-3B-abliterated-bf16"
Response includes
  • classification m1
  • files 11
  • hub_downloads_all_time 384
  • author_summary 207 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
384
42 last 30d - stable
Likes
0
Model age
15mo ago
created 2025-07-10
Downloads over time
Now405→from37↑995%
1916030144237 on Jul 9, 2025405 on Oct 11Jul '25Sep '25Nov '25JanMarMayJulSep
Jul 9, 2025 → Oct 11 · 105 snapshots · spans 459 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
Languages
en fr es it pt zh ar ru
Tags
mlx safetensors smollm3 text-generation conversational en fr es it pt zh ar

Related

Total size
5.73 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-07-10 20:58

Files by quantization

Auxiliary files 11 files 5.74 GB
model-00001-of-00002.safetensors 4.96 GB 5dc275f0 download
model-00002-of-00002.safetensors 788 MB 4d930456 download
tokenizer.json 16.4 MB 7b6a500b download
tokenizer_config.json 49.2 KB 61910c2d download
model.safetensors.index.json 27.6 KB 4c99f993 download
chat_template.jinja 5.47 KB e01e3a1b download
config.json 2.18 KB e62fff21 download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.05 KB f8a88eb3 download
special_tokens_map.json 289 B 190d5624 download
generation_config.json 177 B a212fd12 download

README current version from Hugging Face


library_name: mlx
license: apache-2.0
language:

  • en
  • fr
  • es
  • it
  • pt
  • zh
  • ar
  • ru
    base_model: HuggingFaceTB/SmolLM3-3B
    pipeline_tag: text-generation
    tags:
  • mlx

mlx-community/SmolLM3-3B-abliterated-bf16

This model mlx-community/SmolLM3-3B-abliterated-bf16 was
abliterated using Gökdeniz Gülmez's MLX-LM-LENS package, using this example code with a bigger dataset.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/SmolLM3-3B-abliterated-bf16")

prompt = "give me a step by step guide on how to make ..."

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

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

README history 3 versions

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

  1. 2025-07-10Update README.md4f824d21 KB
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  2. 2025-07-10Update README.md667ee151 KB
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  3. 2025-07-10Add files using upload-large-folder tool58058b8927 B
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