the fastest text chunking library — up to 1 TB/s throughput
you know how every chunking library claims to be fast? yeah, we actually meant it.
chunk splits text at semantic boundaries (periods, newlines, the usual suspects) and does it stupid fast. we're talking "chunk the entire english wikipedia in 120ms" fast.
want to know how? read the blog post where we nerd out about SIMD instructions and lookup tables.
Note
chunk was previously known as memchunk. It still contains the chunk method but now also includes other basic operations that power chonkie core.
See benches/ for detailed benchmarks.
cargo add chunklooking for python or javascript?
use chunk::chunk;
let text = b"Hello world. How are you? I'm fine.\nThanks for asking.";
// With defaults (4KB chunks, split at \n . ?)
let chunks: Vec<&[u8]> = chunk(text).collect();
// With custom size
let chunks: Vec<&[u8]> = chunk(text).size(1024).collect();
// With custom delimiters
let chunks: Vec<&[u8]> = chunk(text).delimiters(b"\n.?!").collect();
// With multi-byte pattern (e.g., metaspace ▁ for SentencePiece tokenizers)
let metaspace = "▁".as_bytes();
let chunks: Vec<&[u8]> = chunk(text).pattern(metaspace).prefix().collect();
// With consecutive pattern handling (split at START of runs, not middle)
let chunks: Vec<&[u8]> = chunk(b"word next")
.pattern(b" ")
.consecutive()
.collect();
// With forward fallback (search forward if no pattern in backward window)
let chunks: Vec<&[u8]> = chunk(text)
.pattern(b" ")
.forward_fallback()
.collect();If you use chunk in your research, please cite it as follows:
@software{chunk2025,
author = {Minhas, Bhavnick},
title = {chunk: The fastest text chunking library},
year = {2025},
publisher = {GitHub},
howpublished = {\url{https://github.com/chonkie-inc/chunk}},
}Licensed under either of Apache License, Version 2.0 or MIT license at your option.