Online Speculative Decoding
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Xiaoxuan, Hu, Lanxiang, Bailis, Peter, Cheung, Alvin, Deng, Zhijie, Stoica, Ion, Zhang, Hao |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Speculative Decoding: Performance or Illusion?
by: Liu, Xiaoxuan, et al.
Published: (2025)
by: Liu, Xiaoxuan, et al.
Published: (2025)
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
by: Fu, Yichao, et al.
Published: (2024)
by: Fu, Yichao, et al.
Published: (2024)
$\texttt{SPECS}$: Faster Test-Time Scaling through Speculative Drafts
by: Cemri, Mert, et al.
Published: (2025)
by: Cemri, Mert, et al.
Published: (2025)
Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
by: Chen, Lingjiao, et al.
Published: (2024)
by: Chen, Lingjiao, et al.
Published: (2024)
Optimizing Model Selection for Compound AI Systems
by: Chen, Lingjiao, et al.
Published: (2025)
by: Chen, Lingjiao, et al.
Published: (2025)
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs
by: Hu, Lanxiang, et al.
Published: (2024)
by: Hu, Lanxiang, et al.
Published: (2024)
Traversal Verification for Speculative Tree Decoding
by: Weng, Yepeng, et al.
Published: (2025)
by: Weng, Yepeng, et al.
Published: (2025)
Self-Speculative Biased Decoding for Faster Re-Translation
by: Zeng, Linxiao, et al.
Published: (2025)
by: Zeng, Linxiao, et al.
Published: (2025)
Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge
by: Xiao, Bin, et al.
Published: (2024)
by: Xiao, Bin, et al.
Published: (2024)
Mixture of Attentions For Speculative Decoding
by: Zimmer, Matthieu, et al.
Published: (2024)
by: Zimmer, Matthieu, et al.
Published: (2024)
AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders
by: Hu, Yuezhou, et al.
Published: (2025)
by: Hu, Yuezhou, et al.
Published: (2025)
Faster Cascades via Speculative Decoding
by: Narasimhan, Harikrishna, et al.
Published: (2024)
by: Narasimhan, Harikrishna, et al.
Published: (2024)
Scaling Speculative Decoding with Lookahead Reasoning
by: Fu, Yichao, et al.
Published: (2025)
by: Fu, Yichao, et al.
Published: (2025)
Benchmarking the Energy Savings with Speculative Decoding Strategies
by: Dutta, Rohit, et al.
Published: (2026)
by: Dutta, Rohit, et al.
Published: (2026)
On Speculative Decoding for Multimodal Large Language Models
by: Gagrani, Mukul, et al.
Published: (2024)
by: Gagrani, Mukul, et al.
Published: (2024)
HiSpec: Hierarchical Speculative Decoding for LLMs
by: Kumar, Avinash, et al.
Published: (2025)
by: Kumar, Avinash, et al.
Published: (2025)
A Theoretical Perspective for Speculative Decoding Algorithm
by: Yin, Ming, et al.
Published: (2024)
by: Yin, Ming, et al.
Published: (2024)
Training Domain Draft Models for Speculative Decoding: Best Practices and Insights
by: Hong, Fenglu, et al.
Published: (2025)
by: Hong, Fenglu, et al.
Published: (2025)
Uncovering Intra-expert Activation Sparsity for Efficient Mixture-of-Expert Model Execution
by: Park, Jongseok, et al.
Published: (2026)
by: Park, Jongseok, et al.
Published: (2026)
Confidence-Modulated Speculative Decoding for Large Language Models
by: Sen, Jaydip, et al.
Published: (2025)
by: Sen, Jaydip, et al.
Published: (2025)
GameArena: Evaluating LLM Reasoning through Live Computer Games
by: Hu, Lanxiang, et al.
Published: (2024)
by: Hu, Lanxiang, et al.
Published: (2024)
Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design
by: Zhang, Yudi, et al.
Published: (2025)
by: Zhang, Yudi, et al.
Published: (2025)
Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE
by: Huang, Haiduo, et al.
Published: (2025)
by: Huang, Haiduo, et al.
Published: (2025)
CLLMs: Consistency Large Language Models
by: Kou, Siqi, et al.
Published: (2024)
by: Kou, Siqi, et al.
Published: (2024)
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
by: Zhou, Yongchao, et al.
Published: (2023)
by: Zhou, Yongchao, et al.
Published: (2023)
Post-Training Sparse Attention with Double Sparsity
by: Yang, Shuo, et al.
Published: (2024)
by: Yang, Shuo, et al.
Published: (2024)
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model
by: Miao, Yibo, et al.
Published: (2023)
by: Miao, Yibo, et al.
Published: (2023)
Fast Large Language Model Collaborative Decoding via Speculation
by: Fu, Jiale, et al.
Published: (2025)
by: Fu, Jiale, et al.
Published: (2025)
Clover-2: Accurate Inference for Regressive Lightweight Speculative Decoding
by: Xiao, Bin, et al.
Published: (2024)
by: Xiao, Bin, et al.
Published: (2024)
POSS: Position Specialist Generates Better Draft for Speculative Decoding
by: Huang, Langlin, et al.
Published: (2025)
by: Huang, Langlin, et al.
Published: (2025)
Combee: Scaling Prompt Learning for Self-Improving Language Model Agents
by: Li, Hanchen, et al.
Published: (2026)
by: Li, Hanchen, et al.
Published: (2026)
LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
by: Yang, Penghui, et al.
Published: (2025)
by: Yang, Penghui, et al.
Published: (2025)
Closer Look at Efficient Inference Methods: A Survey of Speculative Decoding
by: Ryu, Hyun, et al.
Published: (2024)
by: Ryu, Hyun, et al.
Published: (2024)
Spiffy: Multiplying Diffusion LLM Acceleration via Lossless Speculative Decoding
by: Agrawal, Sudhanshu, et al.
Published: (2025)
by: Agrawal, Sudhanshu, et al.
Published: (2025)
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
by: Elhoushi, Mostafa, et al.
Published: (2024)
by: Elhoushi, Mostafa, et al.
Published: (2024)
ML-SpecQD: Multi-Level Speculative Decoding with Quantized Drafts
by: Georganas, Evangelos, et al.
Published: (2025)
by: Georganas, Evangelos, et al.
Published: (2025)
Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding
by: Li, Jinze, et al.
Published: (2025)
by: Li, Jinze, et al.
Published: (2025)
SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths
by: Huang, Kaixuan, et al.
Published: (2024)
by: Huang, Kaixuan, et al.
Published: (2024)
Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration
by: Wen, Zhuofan, et al.
Published: (2024)
by: Wen, Zhuofan, et al.
Published: (2024)
Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies
by: Timor, Nadav, et al.
Published: (2025)
by: Timor, Nadav, et al.
Published: (2025)
Similar Items
-
Speculative Decoding: Performance or Illusion?
by: Liu, Xiaoxuan, et al.
Published: (2025) -
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
by: Fu, Yichao, et al.
Published: (2024) -
$\texttt{SPECS}$: Faster Test-Time Scaling through Speculative Drafts
by: Cemri, Mert, et al.
Published: (2025) -
Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
by: Chen, Lingjiao, et al.
Published: (2024) -
Optimizing Model Selection for Compound AI Systems
by: Chen, Lingjiao, et al.
Published: (2025)