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Liquid AI introduces LFM2.5-DSpark draft models that accelerate decoding by up to 3.18x without altering model outputs, using speculative decoding techniques.
Liquid AI has released two open-weight bidirectional encoders, LFM2.5-Encoder-230M and LFM2.5-Encoder-350M, which maintain fast performance at 8K context on CPU hardware.