Cover Image

SAM Decoding: Speculative Decoding via Suffix Automaton

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Yuxuan, Wang, Ke, Zhang, Xiaokang, Zhang, Fanjin, Li, Cuiping, Chen, Hong, Zhang, Jing
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Streamlining Redundant Layers to Compress Large Language Models
by: Chen, Xiaodong, et al.
Published: (2024)

$\rm SP^3$: Enhancing Structured Pruning via PCA Projection
by: Hu, Yuxuan, et al.
Published: (2023)

Component-Aware Self-Speculative Decoding in Hybrid Language Models
by: Borobia, Hector, et al.
Published: (2026)

SSSD: Simply-Scalable Speculative Decoding
by: Marzollo, Michele, et al.
Published: (2024)

DIVERSED: Relaxed Speculative Decoding via Dynamic Ensemble Verification
by: Wang, Ziyi, et al.
Published: (2026)

Efficient Adaptive Rejection Sampling for Accelerating Speculative Decoding in Large Language Models
by: Sun, Chendong, et al.
Published: (2025)

LoRS: Efficient Low-Rank Adaptation for Sparse Large Language Model
by: Hu, Yuxuan, et al.
Published: (2025)

FastGRPO: Accelerating Policy Optimization via Concurrency-aware Speculative Decoding and Online Draft Learning
by: Zhang, Yizhou, et al.
Published: (2025)

Attention Drift: What Autoregressive Speculative Decoding Models Learn
by: Eldenk, Doğaç, et al.
Published: (2026)

Text-Based Approaches to Item Difficulty Modeling in Large-Scale Assessments: A Systematic Review
by: Peters, Sydney, et al.
Published: (2025)

QUAD: Quantization and Parameter-Efficient Tuning of LLM with Activation Decomposition
by: Hu, Yuxuan, et al.
Published: (2025)

SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models
by: Zhang, Yuxuan
Published: (2025)

Assessment of Transformer-Based Encoder-Decoder Model for Human-Like Summarization
by: Nair, Sindhu, et al.
Published: (2024)

Automatic Task Detection and Heterogeneous LLM Speculative Decoding
by: Ge, Danying, et al.
Published: (2025)

SpecExtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences
by: Cha, Jungyoub, et al.
Published: (2025)

Temporal Knowledge Question Answering via Abstract Reasoning Induction
by: Chen, Ziyang, et al.
Published: (2023)

Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks
by: Nielsen, Dan Saattrup, et al.
Published: (2024)

PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition
by: Zhang, Ziyang, et al.
Published: (2024)

RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
by: Saji, Alan, et al.
Published: (2025)

Partially Recentralization Softmax Loss for Vision-Language Models Robustness
by: Wang, Hao, et al.
Published: (2024)

Dodo: Dynamic Contextual Compression for Decoder-only LMs
by: Qin, Guanghui, et al.
Published: (2023)

SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM
by: Wang, Quandong, et al.
Published: (2024)

RADLADS: Rapid Attention Distillation to Linear Attention Decoders at Scale
by: Goldstein, Daniel, et al.
Published: (2025)

Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian
by: Buonocore, Tommaso Mario, et al.
Published: (2024)

Unleashing the potential of prompt engineering for large language models
by: Chen, Banghao, et al.
Published: (2023)

Demystifying Instruction Mixing for Fine-tuning Large Language Models
by: Wang, Renxi, et al.
Published: (2023)

PatentGPT: A Large Language Model for Intellectual Property
by: Bai, Zilong, et al.
Published: (2024)

PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model
by: Zhang, Sinin, et al.
Published: (2026)

Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion
by: Niu, Guanglin, et al.
Published: (2025)

UNO-Bench: A Unified Benchmark for Exploring the Compositional Law Between Uni-modal and Omni-modal in Omni Models
by: Chen, Chen, et al.
Published: (2025)

TeleChat Technical Report
by: He, Zhongjiang, et al.
Published: (2024)

UniHetero: Could Generation Enhance Understanding for Vision-Language-Model at Large Data Scale?
by: Chen, Fengjiao, et al.
Published: (2025)

Low-Resource Court Judgment Summarization for Common Law Systems
by: Liu, Shuaiqi, et al.
Published: (2024)

Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants
by: Ferreira, Rafael, et al.
Published: (2024)

Evaluating the Efficacy of Hybrid Deep Learning Models in Distinguishing AI-Generated Text
by: Oketunji, Abiodun Finbarrs
Published: (2023)

LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation
by: Yuan, Weikang, et al.
Published: (2025)

Question Answering Over Spatio-Temporal Knowledge Graph
by: Dai, Xinbang, et al.
Published: (2024)

Detecting Hallucinations in Graph Retrieval-Augmented Generation via Attention Patterns and Semantic Alignment
by: Li, Shanghao, et al.
Published: (2025)

Super Suffixes: Bypassing Text Generation Alignment and Guard Models Simultaneously
by: Adiletta, Andrew, et al.
Published: (2025)

Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning
by: Seo, Yeongbin, et al.
Published: (2025)