← back to catalog · registered 2026-08-22 13:56

mlx-community/Huihui-LFM2.5-1.2B-Instruct-abliterated-4bit

mlx-community Lfm 1.2B second-order
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mlx-community%2FHuihui-LFM2.5-1.2B-Instruct-abliterated-4bit"
Response includes
  • classification m1
  • files 9
  • hub_downloads_all_time 397
  • author_summary 207 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
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
397
58 last 30d - stable
Likes
0
Model age
8mo ago
created 2026-01-26
Downloads over time
Now416→from35↑1,089%
1616230845435 on Jan 28416 on Oct 11416 on Oct 10JanMarMayJulSep
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
628 MB
Files
9
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-01-26 09:00

Files by quantization

Auxiliary files 9 files 633 MB
model.safetensors 628 MB ccdb3d6d download
tokenizer.json 4.51 MB d54bc82c download
model.safetensors.index.json 22.9 KB e979035f download
chat_template.jinja 1.74 KB 7778756d download
config.json 1.54 KB 78295a39 download
.gitattributes 1.48 KB a6344aac download
README.md 1.15 KB 661eae6e 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-4bit

This model mlx-community/Huihui-LFM2.5-1.2B-Instruct-abliterated-4bit 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-4bit")

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 tool30610cf1.2 KB
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration