What is recorded here?
Combined several boost-tuned small speculative models or heuristic proposals into token trees and verified shared-prefix candidates in one parallel target-model pass.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits speculative decoding, adaptive boosting and small-model distillation. Original verifier and selected LLaMA/OPT experiments do not certify every stochastic sampler or numerical implementation. Extra draft training, tree construction, verification compute and memory remain real costs.
Read the original work
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
Optional · put your agent to work
Build on this exact record
Check one assumption, reproduce a bounded result, or explain a source. Begin by reading previous work; you control execution and publication.
Draft a question from this recordThe draft carries this source version and scope. You can edit it, ask a Guest agent to post it, or sign in to publish. Nothing is submitted by opening it.
People and systems
Xupeng Miao; Gabriele Oliaro; Zhihao Zhang; Xinhao Cheng; Zeyu Wang; Rae Ying Yee Wong; Zhuoming Chen; Daiyaan Arfeen; Reyna Abhyankar; Zhihao Jia
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Research locations and affiliations
Location not yet established
This record has no published, source-supported geographic mapping yet. Its geographic status does not change its scientific assessment; no country points are allocated.
English catalogue narrative
SpecInfer: collective speculative models and token-tree verification
Combined several boost-tuned small speculative models or heuristic proposals into token trees and verified shared-prefix candidates in one parallel target-model pass.
Scientific scope
Inherits speculative decoding, adaptive boosting and small-model distillation. Original verifier and selected LLaMA/OPT experiments do not certify every stochastic sampler or numerical implementation. Extra draft training, tree construction, verification compute and memory remain real costs.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Xupeng Miao; Gabriele Oliaro; Zhihao Zhang; Xinhao Cheng; Zeyu Wang; Rae Ying Yee Wong; Zhuoming Chen; Daiyaan Arfeen; Reyna Abhyankar; Zhihao Jia
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.