Liquid AILFM2.5
LFM2.5-350M
LFM2.5-350M is a 350M-parameter text model for small local deployments.
What the release provides
It has a 32,768-token context and uses extended pretraining and reinforcement learning within the hybrid LFM2.5 family.LFM2.5-350M official model card
How to use it well
Practical guidance. Choose a narrow task with explicit output requirements. Compare the model on difficult examples and track corrections. Measure the complete product's device use, including prompt preparation and output handling, before deciding whether the small model meets the need.
Specifications & access
| Detail | Value and conditions |
|---|---|
| Access | Downloadable |
| Model identifiers | LiquidAI/LFM2.5-350M |
| Context window | 32,768 tokens Downloadable checkpoint limit; the hosted API has a separate service contract. LFM2.5-350M official model card |