Topic
Decoding
Learn Decoding as a connected topic across chapters, concepts, simulations, and interview reasoning.
10 Concepts2 Articles29 min
Overview
Learn Decoding as a connected topic across chapters, concepts, simulations, and interview reasoning.
How this topic helps
Ai
Beam Search
Deep Learning
Generative Ai
Learning Path in this Topic
Series that contain articles from Decoding. Select a path to filter the article list.
Articles
2 matched articles
Article 1Text Decoding Strategies: Greedy, Beam Search, and SamplingTLDR: An LLM doesn't "write" text — it generates a probability distribution over all possible next tokens and then uses a decoding strategy to pick one. Greedy, Beam Search, and Sampling are different16 min
Article 2Variational Autoencoders (VAE): The Art of Compression and CreationTLDR: A VAE learns to compress data into a smooth probabilistic latent space, then generate new samples by decoding random points from that space. The reparameterization trick is what makes it trainab13 min