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LFM2.5-2.6B-MLX-4bit
LiquidAI/LFM2.5-2.6B-MLX-4bit
LFM2.5-2.6B-MLX-4bit is a text generation model from LiquidAI. Use it when you need the model to write or continue text. It is set up for mlx. The card lists the license as other.
<div align="center" <img src="https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/2b08LKpev0DNEk6DlnWkY.png" alt="Liquid AI" style="width: 100%; max-width: 100%; height: auto; display: inlin…
All-time downloads
4.9K
Public
Parameters
2.7B
1.6 GB on disk
Likes
4
Public
Repo makeup
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.safetensors1.6 GB · 99%
Parameter types
How the weights are stored.
U322.7B · 100%
Base models
Model card
From the Hugging Face model README
<div align="center">
<img
src="https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/2b08LKpev0DNEk6DlnWkY.png"
alt="Liquid AI"
style="width: 100%; max-width: 100%; height: auto; display: inline-block; margin-bottom: 0.5em; margin-top: 0.5em;"
/>
<div style="display: flex; justify-content: center; gap: 0.5em; margin-bottom: 1em;">
<a href="https://playground.liquid.ai/"><strong>Try LFM</strong></a> •
<a href="https://docs.liquid.ai/lfm/getting-started/welcome"><strong>Docs</strong></a> •
<a href="https://leap.liquid.ai/"><strong>LEAP</strong></a> •
<a href="https://discord.com/invite/liquid-ai"><strong>Discord</strong></a>
</div>
</div>
<br>
LFM2.5-2.6B-MLX-4bit
MLX export of LFM2.5-2.6B for Apple Silicon inference.
LFM2.5-2.6B is a compact multilingual model built on LiquidAI's hybrid architecture, combining convolutional and attention layers for efficient long-context processing.
Model Details
| Property | Value |
|---|---|
| Parameters | 2.6B |
| Precision | 4-bit |
| Group Size | 64 |
| Size | 1.47 GB |
| Context Length | 131072 |
Use with mlx
pip install mlx-lm
from mlx_lm import load, generate
from mlx_lm.sample_utils import make_sampler
model, tokenizer = load("LiquidAI/LFM2.5-2.6B-MLX-4bit")
response = generate(
model,
tokenizer,
prompt="The capital of France is",
max_tokens=100,
sampler=make_sampler(temp=0.7),
verbose=True,
)
Other Precisions
- LFM2.5-2.6B-MLX-bf16 (5.02 GB)
- LFM2.5-2.6B-MLX-8bit (2.67 GB)
- LFM2.5-2.6B-MLX-6bit (2.04 GB)
- LFM2.5-2.6B-MLX-5bit (1.76 GB)
- LFM2.5-2.6B-MLX-4bit (1.47 GB)
- LFM2.5-2.6B-MLX-mxfp8 (2.59 GB)
- LFM2.5-2.6B-MLX-mxfp4 (1.46 GB)
- LFM2.5-2.6B-MLX-nvfp4 (1.53 GB)
License
This model is released under the LFM 1.0 License.
- Task
- Text Generation
- Library
- mlx
- Type
- lfm2
- License
- other
- Languages
- ar, zh, en, fr, de, hi
- Created
- Aug 6, 2026
- Updated
- Aug 12, 2026