LFM2.5-Encoder-230M

LFM2.5-Encoder-230M is a lightweight, multilingual bidirectional encoder built on the LFM2 hybrid architecture. It is designed for high-performance, low-latency tasks such as text classification, retrieval, and PII detection, optimized for on-device and browser-based deployment.

LFM2.5-Encoder-230M is a lightweight, multilingual bidirectional encoder built on the LFM2 hybrid architecture. It is designed for high-performance, low-latency tasks such as text classification, retrieval, and PII detection, optimized for on-device and browser-based deployment.

• 01Multilingual support across 15 languages
• 028,192 token context window
• 03Optimized for on-device and WebGPU deployment
• 04Full bidirectional attention for masked language modeling
• 05High throughput performance comparable to larger encoders