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LFM2.5-8B-A1B

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17:36
2026-08-21
liquid.ai
artificial-intelligence

LFM2.5-DSpark: Up to 3.2x Faster Inference from H100 to MacB

Liquid AI released DSpark draft model checkpoints for three LFM2.5 models, enabling speculative decoding that speeds up inference by up to 3.18x on GPUs and 2.87x on-device without changing output qua…

16:52
2026-08-20
huggingface.co
artificial-intelligence

Up to 3.2x Faster Inference with LFM2.5-DSpark

Liquid AI released DSpark draft model checkpoints for its LFM2.5 family, claiming up to 3.18x throughput improvement on GPU and up to 2.87x on-device, with day-one support for llama.cpp and SGLang. Th…

15:58
2026-07-21
liquid.ai
artificial-intelligence

Tokenizer Expansion: Upgrading a Model's Tokenizer in Place

Liquid AI released LFM2.5-8B-A1B with a tokenizer expanded from 65K to 128K vocabulary, doubling the size to improve tokenization for Hindi, Vietnamese, and Thai without retraining from scratch. The n…

16:19
2026-05-29
liquid.ai
large-language-models

Liquid AI reveals 8B-A1B MoE trained on 38T

Liquid AI released LFM2.5-8B-A1B, an edge model designed for fast tool calling on consumer hardware, with a 128K context window and pretraining scaled to 38 trillion tokens. The model, available on Hu…

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