5min chapter

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2024 in Post-Transformers Architectures (State Space Models, RWKV) [LS Live @ NeurIPS]

Latent Space: The AI Engineer Podcast

CHAPTER

Exploring the Efficiency and Challenges of Advanced AI Architectures

This chapter discusses the complexities of training large AI models, with a specific focus on VRAM limitations and the efficiency of smaller models. It also looks into the future potential of models to manage infinite context lengths and the importance of developing suitable benchmarks for performance assessment.

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