PagedAttention
conceptalgorithm
Overview
Developed byUC Berkeley
Founded2023
LicenseApache 2.0
Open source✓ Open Source
Use casememory-efficient attention mechanism for large language models
Integrates with
Knowledge graph stats
Claims25
Avg confidence95%
Avg freshness100%
Last updatedUpdated 4 days ago
Trust distribution
100% unverified
Governance

PagedAttention

concept

Memory management algorithm for attention computation inspired by virtual memory paging systems

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publication year

ValueTrustConfidenceFreshnessSources
2023UnverifiedHighFresh1

open source

ValueTrustConfidenceFreshnessSources
trueUnverifiedHighFresh1

implemented by

ValueTrustConfidenceFreshnessSources
vLLMUnverifiedHighFresh1

primary use case

ValueTrustConfidenceFreshnessSources
memory-efficient attention mechanism for large language modelsUnverifiedHighFresh1
memory-efficient attention computation for large language modelsUnverifiedHighFresh1

optimizes

ValueTrustConfidenceFreshnessSources
KV cache memory usageUnverifiedHighFresh1

integrates with

ValueTrustConfidenceFreshnessSources
vLLMUnverifiedHighFresh1

supports model

ValueTrustConfidenceFreshnessSources
transformer architecturesUnverifiedHighFresh1
transformer-based language modelsUnverifiedHighFresh1

technique type

ValueTrustConfidenceFreshnessSources
memory optimization algorithmUnverifiedHighFresh1

solves problem

ValueTrustConfidenceFreshnessSources
GPU memory bottlenecks in transformer inferenceUnverifiedHighFresh1

enables

ValueTrustConfidenceFreshnessSources
higher throughput LLM servingUnverifiedHighFresh1

based on

ValueTrustConfidenceFreshnessSources
virtual memory paging conceptUnverifiedHighFresh1
virtual memory paging conceptsUnverifiedHighFresh1

developed by

ValueTrustConfidenceFreshnessSources
UC BerkeleyUnverifiedHighFresh1

reduces

ValueTrustConfidenceFreshnessSources
memory fragmentationUnverifiedHighFresh1

alternative to

ValueTrustConfidenceFreshnessSources
traditional attention memory managementUnverifiedHighFresh1
standard attention mechanismsUnverifiedHighFresh1
traditional attention mechanismsUnverifiedModerateFresh1

founded year

ValueTrustConfidenceFreshnessSources
2023UnverifiedHighFresh1

license type

ValueTrustConfidenceFreshnessSources
Apache 2.0UnverifiedHighFresh1
Apache License 2.0UnverifiedHighFresh1

maintained by

ValueTrustConfidenceFreshnessSources
vLLM development teamUnverifiedHighFresh1

requires

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CUDA-compatible GPUUnverifiedModerateFresh1

competes with

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FlashAttentionUnverifiedModerateFresh1

Alternatives & Similar Tools

Commonly Used With

Related entities

Graph Insights

8 entities depend on PagedAttention
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Claim count: 25Last updated: 4/6/2026Edit history