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LFM2-VL-1.6B

Liquid AI · 2025-08-12 · 1.6B parameters

LFM2-VL-1.6B is the larger of Liquid AI's first two vision-language models, released August 12, 2025: the LFM2-1.2B language model with a 400M-parameter shape-optimized SigLIP2 NaFlex vision encoder that reads images at native resolution. The card gives a 32,768-token text context and English support. The BF16 checkpoint contains 1,584,804,000 parameters, and the tokenizer assigns 64,400 distinct IDs within 65,536 embedding rows.

Benchmark scores

BenchmarkScore
BLINK44.5
Capability97.2
InfographicVQA (val)58.4
MathVista (mini)51.7
MM-IFEval46.4
MM-Vet47.8
MME1757
MMLU51.0
MMMU39.7
MMStar49.9
OCRBench729
RealWorldQA - release-reported visual perception65.8
SEED-Bench (image)72.0
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