Turnitin
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A theoretical perspective for speculative decoding algorithm
Transformer-based autoregressive sampling has been the major bottleneck for slowing
down large language model inferences. One effective way to accelerate inference is …
down large language model inferences. One effective way to accelerate inference is …
Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding
Speculative decoding is a widely used method that accelerates the generation process of
large language models (LLMs) with no compromise in model performance. It achieves this …
large language models (LLMs) with no compromise in model performance. It achieves this …
Accelerating the inference of string generation-based chemical reaction models for industrial applications
Template-free SMILES-to-SMILES translation models for reaction prediction and single-step
retrosynthesis are of interest for industrial applications in computer-aided synthesis planning …
retrosynthesis are of interest for industrial applications in computer-aided synthesis planning …