Tokenization Visualization

Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food.Fork it and swap the personality for your own character.

Unique: Focuses on visualizing the tokenization process, which is often overlooked in other LLM tools that do not provide such clarity.

vs others: More intuitive and visual than traditional tokenization libraries that provide only textual output.

via “token transfer visualization”

Explore blockchain data across addresses, tokens, blocks, and transactions. Investigate any transaction end-to-end with transfers, internal calls, logs, traces, and summaries to audit activity and trace fund flows. Monitor wallets, balances, holders, NFTs, and market trends with charts and stats to

Unique: Employs advanced graph algorithms to create dynamic visualizations of token movements, unlike simpler tools that provide static data.

vs others: Delivers more insightful visualizations than basic token explorers by highlighting relationships and patterns.