Liquid AI
MIT spin-off building efficient non-transformer foundation models (LFM family)
Traictory tracks 2 models from Liquid AI. The earliest entry is LFM2.5-2.6B from August 2026; the most recent is LFM2.5-VL-3B, released in August 2026. All of them shipped in the last twelve months.
The strongest Liquid AI model in our data is LFM2.5-VL-3B, with an average benchmark score of 63.7% across 23 published results, including 91.1% on DocVQA and 88.7% on POPE. Across the 2 Liquid AI models with benchmark data the average is 59.6%.
1 of the 2 models accept images or other non-text input. Liquid AI publishes downloadable weights for every model listed here.
Liquid AI Models
Liquid AI Model Comparisons
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Liquid AI model catalog updated in 2026. See model comparisons and best models for coding.