Technical AI Collection
Deep dive into the technical details of AI
Attention Mechanism Demo
Interactive visualizer of how self-attention works in transformers
BLEU Score Calculator
Calculate BLEU score for machine translation evaluation
Cosine Similarity Calc
Calculate similarity between two vectors or text embeddings
Embedding 3D Visualizer
Visualize high-dimensional embeddings in 2D/3D using PCA/t-SNE simulation
Perplexity Explainer
Calculate and understand perplexity from probability distributions
ROUGE Score Calculator
Calculate ROUGE-N and ROUGE-L scores for summarization tasks
Temperature Visualizer
Visualise how temperature and top-p sampling affect next-token probabilities
Tokenization Visualizer
See how text is broken down into tokens by different tokenizers (BPE, WordPiece)
Nucleus Sampling (Top-p) Demo
Interactive demo explaining how Nucleus Sampling filters token selection
Vector Dimension Guide
Reference for default embedding dimensions of popular models (OpenAI, Cohere, etc.)
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