Cover Image

Layer-Condensed KV Cache for Efficient Inference of Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Haoyi, Tu, Kewei
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference
by: Wu, You, et al.
Published: (2024)

GRKV: Global Regression for Training-Free KV Cache Compression in Long-Context LLMs
by: Peng, Junjie, et al.
Published: (2026)

YOCO++: Enhancing YOCO with KV Residual Connections for Efficient LLM Inference
by: Wu, You, et al.
Published: (2026)

Scaling Probabilistic Transformer via Efficient Cross-Scale Hyperparameter Transfer
by: Kuang, Penghao, et al.
Published: (2026)

GUI-KV: Efficient GUI Agents via KV Cache with Spatio-Temporal Awareness
by: Huang, Kung-Hsiang, et al.
Published: (2025)

Parallel Continuous Chain-of-Thought with Jacobi Iteration
by: Wu, Haoyi, et al.
Published: (2025)

AhaKV: Adaptive Holistic Attention-Driven KV Cache Eviction for Efficient Inference of Large Language Models
by: Gu, Yifeng, et al.
Published: (2025)

VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration
by: Tu, Dezhan, et al.
Published: (2024)

KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse
by: Yang, Jingbo, et al.
Published: (2025)

RoT: Enhancing Large Language Models with Reflection on Search Trees
by: Hui, Wenyang, et al.
Published: (2024)

DepthKV: Layer-Dependent KV Cache Pruning for Long-Context LLM Inference
by: Dehghanighobadi, Zahra, et al.
Published: (2026)

KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing
by: Yang, Yifei, et al.
Published: (2024)

H1B-KV: Hybrid One-Bit Caches for Memory-Efficient Large Language Model Inference
by: Vejendla, Harshil
Published: (2025)

dKV-Cache: The Cache for Diffusion Language Models
by: Ma, Xinyin, et al.
Published: (2025)

FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
by: Liu, Guangda, et al.
Published: (2025)

FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
by: Hu, Zhanqiu, et al.
Published: (2025)

ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
by: Liu, Xiang, et al.
Published: (2025)

Efficient Long-Context LLM Inference via KV Cache Clustering
by: Hu, Jie, et al.
Published: (2025)

LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
by: Shi, Dachuan, et al.
Published: (2025)

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache
by: Sharma, Akshat, et al.
Published: (2024)

Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity
by: Ma, Da, et al.
Published: (2024)

WindowKV: Task-Adaptive Group-Wise KV Cache Window Selection for Efficient LLM Inference
by: Zuo, Youhui, et al.
Published: (2025)

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
by: Li, Kunxi, et al.
Published: (2025)

Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
by: Feng, Yuan, et al.
Published: (2024)

MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference
by: Wan, Zhongwei, et al.
Published: (2025)

EvolKV: Evolutionary KV Cache Compression for LLM Inference
by: Yu, Bohan, et al.
Published: (2025)

MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
by: Liu, Akide, et al.
Published: (2024)

SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching
by: Zhu, Yuxuan, et al.
Published: (2025)

KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference
by: Tian, Yuxuan, et al.
Published: (2025)

A Method for Building Large Language Models with Predefined KV Cache Capacity
by: Yi, Zhonghua, et al.
Published: (2024)

Taming the Fragility of KV Cache Eviction in LLM Inference
by: Feng, Yuan, et al.
Published: (2025)

ReST-KV: Robust KV Cache Eviction with Layer-wise Output Reconstruction and Spatial-Temporal Smoothing
by: An, Yongqi, et al.
Published: (2026)

CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences
by: Qin, Ziran, et al.
Published: (2025)

SemantiCache: Efficient KV Cache Compression via Semantic Chunking and Clustered Merging
by: Wu, Shunlong, et al.
Published: (2026)

LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference
by: Wan, Zhongwei, et al.
Published: (2024)

EntropyCache: Decoded Token Entropy Guided KV Caching for Diffusion Language Models
by: Cheong, Minsoo, et al.
Published: (2026)

DASH-KV: Accelerating Long-Context LLM Inference via Asymmetric KV Cache Hashing
by: Guo, Jinyu, et al.
Published: (2026)

EchoKV: Efficient KV Cache Compression via Similarity-Based Reconstruction
by: Ji, Shiyu, et al.
Published: (2026)

xKV: Cross-Layer KV-Cache Compression via Aligned Singular Vector Extraction
by: Chang, Chi-Chih, et al.
Published: (2025)

Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference
by: Chen, Zhuo, et al.
Published: (2025)