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mlx-community/Huihui-LFM2.5-1.2B-Instruct-abliterated-bfloat16

mlx-community Lfm 1.2B second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mlx-community%2FHuihui-LFM2.5-1.2B-Instruct-abliterated-bfloat16"
Response includes
  • classification m1
  • files 9
  • hub_downloads_all_time 282
  • 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
282
38 last 30d - stable
Likes
0
Model age
8mo ago
created 2026-01-26
Downloads over time
Now290→from16↑1,713%
210721231716 on Jan 28290 on Oct 11290 on Oct 8JanMarMayJulSep
Jan 28 → Oct 11 · 76 snapshots · spans 256 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
other
Languages
en ar zh fr de ja ko es
Tags
mlx safetensors lfm2 liquid lfm2.5 edge abliterated uncensored text-generation conversational en ar

Related

Total size
2.18 GB
Files
9
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-01-26 08:54

Files by quantization

Auxiliary files 9 files 2.18 GB
model.safetensors 2.18 GB 361824b4 download
tokenizer.json 4.51 MB d54bc82c download
model.safetensors.index.json 10.1 KB fb8031f2 download
chat_template.jinja 1.74 KB 7778756d download
.gitattributes 1.48 KB a6344aac download
config.json 1.33 KB f121b083 download
README.md 1.17 KB 329296b3 download
tokenizer_config.json 565 B 19944210 download
generation_config.json 132 B 0ec736a1 download

README current version from Hugging Face


library_name: mlx
license: other
license_name: lfm1.0
license_link: LICENSE
language:

  • en
  • ar
  • zh
  • fr
  • de
  • ja
  • ko
  • es
    pipeline_tag: text-generation
    tags:
  • liquid
  • lfm2.5
  • edge
  • abliterated
  • uncensored
  • mlx
    base_model: huihui-ai/Huihui-LFM2.5-1.2B-Instruct-abliterated

mlx-community/Huihui-LFM2.5-1.2B-Instruct-abliterated-bfloat16

This model mlx-community/Huihui-LFM2.5-1.2B-Instruct-abliterated-bfloat16 was
converted to MLX format from huihui-ai/Huihui-LFM2.5-1.2B-Instruct-abliterated
using mlx-lm version 0.30.4.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/Huihui-LFM2.5-1.2B-Instruct-abliterated-bfloat16")

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. 2026-01-26Add files using upload-large-folder tool0f19fdd1.2 KB
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