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Snowflake AI Research Open-Sources SwiftKV: A Novel AI Approach that Reduces Inference Costs of Meta Llama LLMs up to 75% on Cortex AI

  • Snowflake AI Research introduces SwiftKV, a solution designed to enhance LLM inference throughput while reducing costs.
  • SwiftKV uses key-value caching techniques to reuse intermediate computations during inference, streamlining the process.
  • Benefits of SwiftKV include cost reduction, enhanced throughput, energy savings, and scalability for large-scale deployments.
  • Integration of SwiftKV with Meta's LLaMA models led to up to a 75% reduction in inference costs without compromising accuracy or performance.

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