Liquid AI's LFM2.5: When Half Your Layers Aren't Attention
Liquid AI ships LFM2.5-8B-A1B, a 38T-token trained hybrid model where 18 of 24 layers are gated convolution blocks rather than attention — and it reaches 253 tokens/second on an M5 Max CPU with under 6 GB of memory.
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