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Specialist modelOpen weights

LFM2.5-VL-3B-DSpark

Liquid AI

Released
September 24, 2026
Data date
September 26, 2026
Model class
Speculative-decoding draft model
Access
Local download, no standalone hosted API service

Profile

Specifications and access

Published information about this model. Existing estimates are explicitly labeled.

SpecificationValue and source
Model class
Speculative-decoding draft modelSource
Model ID
LiquidAI/LFM2.5-VL-3B-DSparkSource
Target model
LiquidAI/LFM2.5-VL-3BSource
Access
Local download, no standalone hosted API serviceSource
License
LFM 1.0Source
Speed
Up to 2.66x faster decoding on H100 and 3.13x on Apple M5 Max, both vendor-measuredSource
Benchmark note
Quality benchmarks belong to the target model. DSpark measurements concern decoding and end-to-end latency on specified hardware and runtimes.Source