DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
Speculative decoding accelerates Large Language Model (LLM) inference by decoupling draft generation from target verification. While recent parallel drafters efficiently propose long token sequences in a single forward pass, they suffer from rapid acceptance decay due to a lack of inter-token dependencies. Furthermore, indiscriminately verifying these extended blocks wastes critical batch capacity on tokens with high rejection risks, severely degrading throughput in high-concurrency serving systems. We introduce DSpark, a speculative decoding framework that unifies high-throughput parallel gen
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- Linked via arxiv authorXin Cheng →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorXingkai Yu →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorChenze Shao →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorJiashi Li →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorYunfan Xiong →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorYi Qian →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorJiaqi Zhu →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorShirong Ma →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorXiaokang Zhang →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorJiasheng Ye →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorQinyu Chen →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorChengqi Deng →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorJiping Yu →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorDamai Dai →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorZhengyan Zhang →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorYixuan Wei →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorYixuan Tan →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorWenkai Yang →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorRunxin Xu →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorShanyu Wu →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorZhean Xu →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorXuanyu Wang →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorMuyang Chen →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorRui Tian →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorXiao Bi →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorZhewen Hao →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorShaoyuan Chen →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorHuanqi Cao →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorWentao Zhang →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorAnyi Xu →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorHuishuai Zhang →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorDongyan Zhao →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Linked via arxiv authorWenfeng Liang →
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation