DeWu Technology
May 15, 2024 · Artificial Intelligence
Accelerating Large Language Model Inference: Techniques and Framework Recommendations
Deploying a dedicated inference cluster and applying four key optimizations—FlashAttention‑based attention computation, PageAttention KV‑cache management, Mixture‑of‑Experts parameter reduction, and tensor parallelism—can accelerate large language model inference by up to 50% for models as large as 70 B parameters while cutting deployment costs.
FlashAttentionInference AccelerationMixture of Experts
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