AINLP
Why GPT Can't Count: Visualizing the BPE Tokenization Trap
Interactive visualization of Byte Pair Encoding (BPE) tokenization. Discover why GPT thinks 9.11 > 9.9 and watch the tokenizer chop your text in real-time.
7 min read
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NLP
Make machines understand human language
4 posts
AINLP
Why RNNs Forget: The Telephone Game Problem Explained
Interactive visualization of RNN vs Transformer architecture. See why RNNs forget and how Transformers solve the vanishing gradient problem.
9 min read
AINLP
Self-Attention Explained: The Cocktail Party Effect in LLMs
See how LLMs decide which words matter. Interactive Query, Key, Value simulator shows self-attention in action.
10 min read
AINLP
Word2Vec Explained: Why 'Good' and 'Great' Became Neighbors
Interactive visualization of Word2Vec and word embeddings. See why good and great were strangers in one-hot encoding but neighbors in vector space.
7 min read