COMPUTING BY MEANS OF DEEP LEARNING: THE PINNACLE OF TRANSFORMATION TRANSFORMING EFFICIENT AND AVAILABLE DEEP LEARNING FRAMEWORKS

Machine learning has made remarkable strides in recent years, with models achieving human-level performance in diverse tasks. However, the main hurdle lies not just in developing these models, but in deploying them optimally in everyday use cases. This is where machine learning inference becomes crucial, surfacing as a key area for researchers and

PrefaceAI has advanced substantially, especially in the field of language models. These models are now able of executing a multitude of operations, from basic interaction to targeted API calls and structured JSON outputs. This exposition evaluates three leading AI systems: Hermes 2 Professional, OpenChat Platform, and a new platform, Featherless.ai