Papers by Chuanjian Liu
EMS-SD: Efficient Multi-sample Speculative Decoding for Accelerating Large Language Models (2025.naacl-long)
Copied to clipboard
| Challenge: | Speculative decoding is a key technique for enhancing the inference speed of Large Language Models. |
| Approach: | They propose a method that adds padding tokens to ensure that the number of new tokens remains consistent across samples. |
| Outcome: | The proposed method can handle the issue of inconsistent prediction tokens without adding padding tokens. |