inclusionAI releases Ling-3.0 UBTree speculative-decoding draft models on Hugging Face
jacek2023 · reddit · 2026-10-21
inclusionAI has released Ling-3.0-flash-UBTree and Ling-3.0-tiny-UBTree, two speculative-decoding draft models on Hugging Face. Ling-3-Tiny-UBTree-B16 combines a five-layer DFlash backbone with a learned bigram selector to propose multiple candidate continuations at once for the target model (Ling-3.0-tiny) to verify, speeding up inference.
Models: huggingface.co/inclusionAI/Ling-3.0-flash-UBTree and Ling-3.0-tiny-UBTree.
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