LFM2-350M: benchmark results

Liquid AI's LFM2-350M, the smallest of four LFM2 checkpoints from 350M to 2.6B parameters, built with a hybrid architecture of multiplicative gates and short convolutions for edge deployment. Provider: Liquid AI. Released 2025-07-10. Access: Open.

Aggregate Rating 1181 ± 18, rank #1608 of 1661 rated models, from 358 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
EuroEval Polish Summarization - PSC23.53chrF3++ (%)76.9
EuroEval Spanish Summarization - Mlsum ES26.71chrF3++ (%)68
Enkrypt AI - Bias Risk80.62Risk Score60.3
EuroEval Portuguese Summarization - Publico31.84chrF3++ (%)59.7
Enkrypt AI - Toxicity Risk2.88Risk Score56.6
EuroEval Albanian Summarization - LR SUM SQ28.19chrF3++ (%)48.4
Kurakurai French LLM - GPQA Diamond25.76Accuracy (%)46.3
EuroEval Serbian Summarization - LR SUM SR24.4chrF3++ (%)43.5
EuroEval Norwegian Knowledge - Idioms NO1.78MCC (x100)42.5
EuroEval German Summarization - Mlsum DE30.86chrF3++ (%)40.5
EuroEval Icelandic Common Sense Reasoning3.96Common Sense Reasoning Average Score (%)39.3
EuroEval Italian Summarization - Ilpost SUM33.68chrF3++ (%)36.7

Interactive version: theaggregate.ai/model?slug=lfm2-350m · How It Works · Data refreshed daily, snapshot 2026-10-23.