FIELD NOTES TOPIC

throughput optimization

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  1. DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

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    DSpark is a new speculative decoding framework for Large Language Models (LLMs) that aims to improve inference speed and maintain draft quality. It does this by using a semi-autoregressive architecture, which combines…