Nerdy Stuff
Under the hood explorations. See how AI actually works with interactive visualizations.
Embedding Explorer
LiveVisualize how texts cluster in vector space using UMAP. See semantic similarity in action.
EmbeddingsUMAPTransformers.js
Rusenizer
LiveMy Turkish-optimized tokenizer. Compare with GPT-4 and see ~45% token savings on Turkish text.
TokenizationNLPTurkish
Tokenizer Battle
SoonCompare tokenization across GPT, Llama, Claude, and more. See why token counts differ.
TokenizationComparison
Attention Heatmap
SoonVisualize where transformer models look when processing text. See attention patterns.
AttentionTransformersVisualization
Token Probabilities
SoonSee the top candidate tokens at each generation step. Understand how LLMs make choices.
LLMProbabilities
Temperature Playground
LiveSame prompt, different temperatures. See how randomness affects model output.
LLMSampling
RuseN-Gram
SoonMy personal N-Gram model. Old school meets new school language modeling.
N-GramClassic ML