This homework assignment focuses on implementing different versions of the Byte Pair Encoding (BPE) tokenizer algorithm and evaluating their performance on a downstream NER (Named Entity Recognition) ...

Rust provides ~25–31× speedup as vocab grows from 512 → 2048. Scaling with vocab size is much better in Rust: mildly superlinear vs. clearly more superlinear in Python. For this small dataset with ...

BlackRock the world’s largest asset manager, has filed with the U.S. Securities and Exchange Commission (SEC) to launch a blockchain-based version of its $150 billion Treasury Trust fund. The new ...

A crypto token is an asset based on the blockchain of another asset, which is called a coin. Part of the definition of tokens is that they do not run on their own blockchains — a key distinction in ...