Liquid AI Launches RIPL, a Real-Time Inference Engine for Sub-50 ms LFMs

Liquid AI released RIPL, a real-time inference engine for its LFM models, reporting that LFM2.5-1.2B running on RIPL achieved 14.4 to 28.4x lower p95 latency than Qwen3.5-0.8B on vLLM on a single B200 GPU. The engine targets sub-50 ms inference for Liquid AI's LFM models. The comparison matters for developers weighing serving stacks for low-latency language model deployments.