tokenization AI Agent Skills

huggingface-tokenizers

21.8k

davila7

Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.

sentencepiece

21.8k

davila7

Language-independent tokenizer treating text as raw Unicode. Supports BPE and Unigram algorithms. Fast (50k sentences/sec), lightweight (6MB memory), deterministic vocabulary. Used by T5, ALBERT, XLNet, mBART. Train on raw text without pre-tokenization. Use when you need multilingual support, CJK languages, or reproducible tokenization.

surgescout

obseasd

AI Deal Flow Agent for Internet Capital Markets — scouts Moltbook for promising projects, analyzes their tokenization potential, and launches tokens via SURGE.