Adaptive Soft Rolling KV Freeze with Entropy-Guided Recovery: Sublinear Memory Growth for Efficient LLM Inference
Fuente:
arXiv
Saved in:
| Main Authors: | Metinov, Adilet, Kudakeeva, Gulida M., Nursultan, Bolotbek uulu, Kabaeva, Gulnara D. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
KyrgyzBERT: A Compact, Efficient Language Model for Kyrgyz NLP
by: Metinov, Adilet, et al.
Published: (2025)
by: Metinov, Adilet, et al.
Published: (2025)
Theoretical Foundations of GPU-Native Compilation for Rapid Code Iteration
by: Metinov, Adilet, et al.
Published: (2025)
by: Metinov, Adilet, et al.
Published: (2025)
HJ-Ky-0.1: an Evaluation Dataset for Kyrgyz Word Embeddings
by: Alekseev, Anton, et al.
Published: (2024)
by: Alekseev, Anton, et al.
Published: (2024)
Syntactic Transfer to Kyrgyz Using the Treebank Translation Method
by: Alekseev, Anton, et al.
Published: (2024)
by: Alekseev, Anton, et al.
Published: (2024)
Human-Annotated NER Dataset for the Kyrgyz Language
by: Turatali, Timur, et al.
Published: (2025)
by: Turatali, Timur, et al.
Published: (2025)
WindowKV: Task-Adaptive Group-Wise KV Cache Window Selection for Efficient LLM Inference
by: Zuo, Youhui, et al.
Published: (2025)
by: Zuo, Youhui, 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)
by: Feng, Yuan, et al.
Published: (2024)
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
by: Liu, Guangda, et al.
Published: (2025)
by: Liu, Guangda, et al.
Published: (2025)
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
by: Liu, Xiang, et al.
Published: (2025)
by: Liu, Xiang, et al.
Published: (2025)
Efficient Long-Context LLM Inference via KV Cache Clustering
by: Hu, Jie, et al.
Published: (2025)
by: Hu, Jie, et al.
Published: (2025)
YOCO++: Enhancing YOCO with KV Residual Connections for Efficient LLM Inference
by: Wu, You, et al.
Published: (2026)
by: Wu, You, et al.
Published: (2026)
SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching
by: Zhu, Yuxuan, et al.
Published: (2025)
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)
by: Tian, Yuxuan, et al.
Published: (2025)
XKV: Personalized KV Cache Memory Reduction for Long-Context LLM Inference
by: Li, Weizhuo, et al.
Published: (2024)
by: Li, Weizhuo, et al.
Published: (2024)
A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference
by: Wu, You, et al.
Published: (2024)
by: Wu, You, et al.
Published: (2024)
Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction
by: Kim, Jang-Hyun, et al.
Published: (2026)
by: Kim, Jang-Hyun, et al.
Published: (2026)
AhaKV: Adaptive Holistic Attention-Driven KV Cache Eviction for Efficient Inference of Large Language Models
by: Gu, Yifeng, et al.
Published: (2025)
by: Gu, Yifeng, et al.
Published: (2025)
MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
by: Li, Kunxi, et al.
Published: (2025)
by: Li, Kunxi, et al.
Published: (2025)
EntropyCache: Decoded Token Entropy Guided KV Caching for Diffusion Language Models
by: Cheong, Minsoo, et al.
Published: (2026)
by: Cheong, Minsoo, et al.
Published: (2026)
EvolKV: Evolutionary KV Cache Compression for LLM Inference
by: Yu, Bohan, et al.
Published: (2025)
by: Yu, Bohan, et al.
Published: (2025)
IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference
by: Yang, Xintong, et al.
Published: (2026)
by: Yang, Xintong, et al.
Published: (2026)
Taming the Fragility of KV Cache Eviction in LLM Inference
by: Feng, Yuan, et al.
Published: (2025)
by: Feng, Yuan, et al.
Published: (2025)
DASH-KV: Accelerating Long-Context LLM Inference via Asymmetric KV Cache Hashing
by: Guo, Jinyu, et al.
Published: (2026)
by: Guo, Jinyu, et al.
Published: (2026)
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
by: Sun, Hanshi, et al.
Published: (2024)
by: Sun, Hanshi, et al.
Published: (2024)
DepthKV: Layer-Dependent KV Cache Pruning for Long-Context LLM Inference
by: Dehghanighobadi, Zahra, et al.
Published: (2026)
by: Dehghanighobadi, Zahra, et al.
Published: (2026)
OBCache: Optimal Brain KV Cache Pruning for Efficient Long-Context LLM Inference
by: Gu, Yuzhe, et al.
Published: (2025)
by: Gu, Yuzhe, et al.
Published: (2025)
FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
by: Hu, Zhanqiu, et al.
Published: (2025)
by: Hu, Zhanqiu, et al.
Published: (2025)
QAQ: Quality Adaptive Quantization for LLM KV Cache
by: Dong, Shichen, et al.
Published: (2024)
by: Dong, Shichen, et al.
Published: (2024)
BUZZ: Beehive-structured Sparse KV Cache with Segmented Heavy Hitters for Efficient LLM Inference
by: Zhao, Junqi, et al.
Published: (2024)
by: Zhao, Junqi, et al.
Published: (2024)
FlowMM: Cross-Modal Information Flow Guided KV Cache Merging for Efficient Multimodal Context Inference
by: Li, Kunxi, et al.
Published: (2025)
by: Li, Kunxi, et al.
Published: (2025)
GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM
by: Kang, Hao, et al.
Published: (2024)
by: Kang, Hao, et al.
Published: (2024)
Mitigating KV Cache Competition to Enhance User Experience in LLM Inference
by: Shen, Haiying, et al.
Published: (2025)
by: Shen, Haiying, et al.
Published: (2025)
H1B-KV: Hybrid One-Bit Caches for Memory-Efficient Large Language Model Inference
by: Vejendla, Harshil
Published: (2025)
by: Vejendla, Harshil
Published: (2025)
MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache
by: Sharma, Akshat, et al.
Published: (2024)
by: Sharma, Akshat, et al.
Published: (2024)
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
by: Behnam, Payman, et al.
Published: (2025)
by: Behnam, Payman, et al.
Published: (2025)
VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization
by: Yao, Dingyu, et al.
Published: (2025)
by: Yao, Dingyu, et al.
Published: (2025)
Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference
by: Simonds, Toby
Published: (2025)
by: Simonds, Toby
Published: (2025)
DynSplit-KV: Dynamic Semantic Splitting for KVCache Compression in Efficient Long-Context LLM Inference
by: Ye, Jiancai, et al.
Published: (2026)
by: Ye, Jiancai, et al.
Published: (2026)
Sacred or Synthetic? Evaluating LLM Reliability and Abstention for Religious Questions
by: Atif, Farah, et al.
Published: (2025)
by: Atif, Farah, et al.
Published: (2025)
Layer-Condensed KV Cache for Efficient Inference of Large Language Models
by: Wu, Haoyi, et al.
Published: (2024)
by: Wu, Haoyi, et al.
Published: (2024)
Similar Items
-
KyrgyzBERT: A Compact, Efficient Language Model for Kyrgyz NLP
by: Metinov, Adilet, et al.
Published: (2025) -
Theoretical Foundations of GPU-Native Compilation for Rapid Code Iteration
by: Metinov, Adilet, et al.
Published: (2025) -
HJ-Ky-0.1: an Evaluation Dataset for Kyrgyz Word Embeddings
by: Alekseev, Anton, et al.
Published: (2024) -
Syntactic Transfer to Kyrgyz Using the Treebank Translation Method
by: Alekseev, Anton, et al.
Published: (2024) -
Human-Annotated NER Dataset for the Kyrgyz Language
by: Turatali, Timur, et al.
Published: (2025)