Install NexaSDK
and create a free account at
sdk.nexa.ai
Activate your device
with your access token:
nexa config set license '<access_token>'
Run the model locally in one line:
nexa infer NexaAI/LFM2-1.2B-npu
Model Description
LFM2-1.2B
is part of Liquid AI’s second-generation
LFM2
family, designed specifically for
on-device and edge AI deployment
.
With
1.2 billion parameters
, it strikes a balance between compact size, strong reasoning, and efficient compute utilization—ideal for running on CPUs, GPUs, or NPUs.
LFM2 introduces a
hybrid Liquid architecture
with
multiplicative gates and short convolutions
, enabling faster convergence and improved contextual reasoning.
It demonstrates up to
3× faster training
and
2× faster inference
on CPU compared to Qwen3, while maintaining superior accuracy across multilingual and instruction-following benchmarks.
Features
⚡
Speed & Efficiency
– 2× faster inference and prefill].
🧠
Hybrid Liquid Architecture
– Combines multiplicative gating with convolutional layers for better reasoning and token reuse.
🌍
Multilingual Competence
– Supports diverse languages for global use cases.
🛠
Flexible Deployment
– Runs efficiently on CPU, GPU, and NPU hardware.
📈
Benchmark Performance
– Outperforms similarly-sized models in math, knowledge, and reasoning tasks.
Use Cases
Edge AI assistants and voice agents
Offline reasoning and summarization on mobile or automotive devices
Local code and text generation tools
Lightweight multimodal or RAG pipelines
Domain-specific fine-tuning for vertical applications (e.g., finance, robotics)
Inputs and Outputs
Input
Text prompts or structured instructions (tokenized sequences for API use).
Output
Natural-language or structured text generations.
Optionally: logits or embeddings for advanced downstream integration.
License
This model is released under the
Creative Commons Attribution–NonCommercial 4.0 (CC BY-NC 4.0)
license.
Non-commercial use, modification, and redistribution are permitted with attribution.
For commercial licensing, please contact
[email protected]
.
Runs of NexaAI LFM2-1.2B-npu on huggingface.co
14
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
10
30-day runs
More Information About LFM2-1.2B-npu huggingface.co Model
LFM2-1.2B-npu huggingface.co
LFM2-1.2B-npu huggingface.co is an AI model on huggingface.co that provides LFM2-1.2B-npu's model effect (), which can be used instantly with this NexaAI LFM2-1.2B-npu model. huggingface.co supports a free trial of the LFM2-1.2B-npu model, and also provides paid use of the LFM2-1.2B-npu. Support call LFM2-1.2B-npu model through api, including Node.js, Python, http.
LFM2-1.2B-npu huggingface.co is an online trial and call api platform, which integrates LFM2-1.2B-npu's modeling effects, including api services, and provides a free online trial of LFM2-1.2B-npu, you can try LFM2-1.2B-npu online for free by clicking the link below.
NexaAI LFM2-1.2B-npu online free url in huggingface.co:
LFM2-1.2B-npu is an open source model from GitHub that offers a free installation service, and any user can find LFM2-1.2B-npu on GitHub to install. At the same time, huggingface.co provides the effect of LFM2-1.2B-npu install, users can directly use LFM2-1.2B-npu installed effect in huggingface.co for debugging and trial. It also supports api for free installation.