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Efficient Memory Management for Large Language Model Serving with PagedAttention,

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cs.DC 1

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2025 1

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Speeding up Model Loading with fastsafetensors

cs.DC · 2025-05-29 · conditional · novelty 6.0

A new safetensors loader copies groups of tensors directly to GPU memory, cutting LLM startup time by 4.8x to 7.5x compared with the default library.

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  • Speeding up Model Loading with fastsafetensors cs.DC · 2025-05-29 · conditional · none · ref 7

    A new safetensors loader copies groups of tensors directly to GPU memory, cutting LLM startup time by 4.8x to 7.5x compared with the default library.