Advancements in Language Model Models
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Explore the definition, importance, and innovations in Language Model Models (LLMs). Understand the transition from RNNs to Transformers, advantages of Transformers, and design principles. Delve into self-attention, multi-head attention, and positional encoding in LLMs. Discover applications in chatbots, automated translation, and content generation. Reflect on the impact of LLMs on AI advancements, their contributions to various applications, and future prospects in AI.