AI Unfolded | Artificial Intelligence on Instagram: "In Transformer architectures, token embeddings map tokens into a high-dimensional vector space where closeness in the space means closeness in semantic meaning. These vectors are dense, trained such that words sharing semantic traits cluster together, allowing the model to measure similarity through dot products (cosine similarity). This spatial arrangement is structured, preserving relationships as directional offsets in the vector space. Thi
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AI Unfolded | Artificial Intelligence on Instagram: "In Transformer architectures, token embeddings map tokens into a high-dimensional vector space where closeness in the
Explore the intricacies of word embeddings, a powerful tool in natural language processing that allows AI models to comprehend word meanings and connections. Learn how vector math helps AI models to identify similarities and differences between words, and how this enables applications in machine learning, deep learning, and computer science.
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