Word embeddings visualization from 'Build a Large Language Model (From Scratch)'

Abstraction: Animated 2D visualization of LLM token-to-vector embedding training

Key points:

• Inspired by Sebastian Raschka's book "Build a Large Language Model (From Scratch)," covering how tokens become vector embeddings capturing word meaning
• Demonstrates words gravitating toward similar counterparts in 2D animated plot, making hidden semantic relationships visible
• Notebook shared publicly for others to create similar 2D animated embedding plots on their own corpora
• Trained on a simple set of sentences to illustrate the concept with minimal complexity

Connections: Sebastian Raschka · Word Embeddings · Large Language Models · Tokenization

Source: https://www.linkedin.com/posts/vikrantchatole_ai-machinelearning-naturallanguageprocessing-activity-7187097925347426305-RxOD