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Getting Started

KV Cache Operations

Recipes

Secondary KV Storage
- Supported Backends
  - NIXL
  - Native NIXL
  - File & Block
  - Remote & Distributed
    - Bigtable
    - SageMaker HyperPod
    - S3
    - HF Bucket
    - Mooncake Store
    - RESP (Redis/Valkey)
    - Valkey
    - Aerospike
    - Hf3fs
    - WQS
  - DAX
  - Mock
  - Fault Inject
  - Plugin (Custom / External)
- KV Cache Compression
  - CacheGen
Using Different Storage Backends

Distributed KV Cache

Use LMCache in Production

Observability
- Metrics
- Logging
- Tracing

Community

KV Cache Optimizations

Developer Guide

Non-KV Caching
- Encodings

Legacy (In-Process Mode)

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Legacy (In-Process Mode)

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KV Cache Optimizations

KV Cache Optimizations#

Blending
Compression
Layerwise KV Transfer

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