inclusionAI releases Ling3-Tiny-UBTree-B16 draft model for Ling-3.0-tiny
Overview
inclusionAI has released Ling3-Tiny-UBTree-B16 on Hugging Face, a 183.1M-parameter speculative-decoding draft model for its Ling-3.0-tiny model.
The draft model proposes candidate continuations for Ling-3.0-tiny to verify, uses a five-layer DFlash backbone with a learned bigram selector, and stores BF16 weights. It is released under the MIT License.
The checkpoint cannot generate text on its own and must be used alongside the matching target model. inclusionAI says its UBTree adaptation for Ling3 is not yet released to the open-source SGLang community, and benchmark results are listed as TBD.
Written by AI from the articles below · updated Oct 21, 11:21 AM ET
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- inclusionAI (Ant Ling) · new models on Hugging FaceOfficialinclusionAI releases Ling3-Tiny-UBTree speculative-decoding draft model for Ling-3.0-tiny
AIinclusionAI has released Ling3-Tiny-UBTree-B16 on Hugging Face, a 183.1M-parameter draft model that proposes multiple candidate continuations for Ling-3.0-tiny to verify during speculative decoding. The checkpoint uses a five-layer DFlash backbone with a learned bigram selector, stores BF16 weights, and cannot generate text on its own. SGLang support is not yet public, and benchmark results are listed as TBD.
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