Latent Space: The AI Engineer Podcast cover image

Cloud Intelligence at the speed of 5000 tok/s - with Ce Zhang and Vipul Ved Prakash of Together AI

Latent Space: The AI Engineer Podcast

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Optimizing AI Inference Stacks

This chapter emphasizes a collaborative approach to enhancing AI inference stacks by optimizing algorithms, model architectures, and systems together. It discusses the significance of reliable benchmarking in promoting trust and transparency, while addressing challenges in comparing different vendors' performance metrics. The conversation also highlights advancements in embeddings and model architectures, focusing on the importance of long context handling and innovative hybrid models for improved efficiency.

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