Download PDFOpen PDF in browserNextGenJax: a Comprehensive Analysis of State-of-the-Art Machine Learning Libraries and ModelsEasyChair Preprint 141505 pages•Date: July 25, 2024AbstractThis report presents an in-depth analysis of several state-of-the-art machine learning libraries and models, including JAX, Flax, DM-Haiku, Optax, Fairscale, Gym, Whisper, Langchain, and RouteLLM. The research aims to provide insights into building NextGenJax, a custom model leveraging the strengths of these libraries. We examine the code, architecture, and functionalities of each library, focusing on their potential contributions to NextGenJax Keyphrases: Flax, JAX, LangChain, Whisper, dm-haiku, fairscale, machine learning, optax, routellm
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