Efficient Memory Management for Large Language Model Serving

Authors: Kwon et al. Year: 2023 ArXiv/Link: https://arxiv.org/abs/2309.06180

Summary

Memory optimization techniques for LLM serving including cache management and efficient batching.

Key Concepts

• Memory optimization
• Cache management
• Batching strategies
• KV cache
• Resource efficiency

Impact

Improved resource efficiency in LLM serving systems

Category

Serving & Optimization

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