chunk
Library Listed
The fastest semantic text chunking library — up to 1TB/s chunking throughput
- Downloads
- 5,407
- Dependents
- 8
- Stars
- 361
- Forks
- 24
- Contributors
- 2
- Commits
- 71
- Latest release
- 0.10.2 ·
About

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
chunkmethod but now also includes other basic operations that power chonkie core.

See benches/ for detailed benchmarks.
📦 Installation
cargo add chunk
looking for python or javascript?
Read the full README
🚀 Usage
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();
📝 Citation
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}},
}
📄 License
Licensed under either of Apache License, Version 2.0 or MIT license at your option.
Compatibility
- Runs on
- GPU support unknown
What shows it
- no dependency or feature matches a backend row
- Native code
- None found
- No native code found
- Python bindings
- No Python binding crate found
- License
- Apache-2.0 OR MIT
Compare with similar projects
Order: strongest tier first, then most downloads, then name, with unmeasured values last. A library counts downloads over 30 days. An app counts binary downloads per release. An app with none counts its crate downloads over 30 days. ML Rust runs this catalogue, so its closest project always gets a row.
| Project | Downloads | Dependents | Stars | Latest release | Runs on (GPU) | Native code | License |
|---|---|---|---|---|---|---|---|
|
The fastest semantic text chunking library — up to 1TB/s chunking throughput |
5,407 downloads over 30 days | 8 | 361 | 0.10.2 | GPU support unknown | No native code found | Apache-2.0 OR MIT |
|
tokenizers Featured
Fastest implementation of the most used tokenizers in AI. |
7,490,451 downloads over 30 days | 1,021 | 11,230 | 0.23.2 | GPU support unknown | Binds native code: tikv-jemalloc-sys, onig_sys (feature default) | Apache-2.0 |
|
tiktoken-rs Featured
Library for encoding and decoding with the tiktoken library in Rust |
3,939,182 downloads over 30 days | 449 | 410 | 0.12.1 | GPU support unknown | No native code found | MIT |
|
lingua-rs Featured
An accurate natural language detection library, suitable for short text and mixed-language text Python bindings |
286,625 downloads over 30 days | 22 | 1,152 | 1.8.0 | GPU support unknown | Binds native code: cld2-sys (feature accuracy-reports) | Apache-2.0 |
|
text-splitter Featured
Split text into semantic chunks, up to a desired chunk size. Supports calculating length by characters and tokens, and is callable from Rust and Python. |
271,174 downloads over 30 days | 56 | 645 | 0.33.1 | GPU support unknown | Binds native code: tree-sitter (feature code), tree-sitter-language (feature code) | MIT |
|
splintr Listed
Tokenizer for Rust and Python: pure Rust by default, with 18 bundled vocabularies and four backends covering BPE, SentencePiece and WordPiece. Its output matches Hugging Face tokenizers id for id on 14 model families, including GPT-2, Qwen, Whisper, T5 and BERT. Python bindings |
8,204 downloads over 30 days | 7 | 63 | 0.22.2 | GPU support unknown | Binds native code: pcre2-sys (feature pcre2) | MIT |
|
blingfire-rs Listed
Wrapper for the BlingFire tokenization library |
1,162 downloads over 30 days | 0 | 15 | 1.0.0 | GPU support unknown | Binds native code: blingfire-sys, blingfiretokdll. Build uses a native toolchain: cmake | MIT |
Why ListedNo archive, New or Featured rule places it, so it is Listed.
What it lacks for Featured
- It has 5 active dependents and 5 new dependents in 365 days. Featured needs 11 active dependents or 9 new dependents in 365 days. The repository route reads 361 stars, 24 forks and 2 contributors. It needs 4,539 stars, 434 forks and 79 contributors together.
What else the check found
- The last activity is on 28 May 2026, 165 days ago. The rules expect an update within 365 days. Dormancy rule
Exact rules: Listed, Featured library. The check on applied thresholds version 9.
Every rule outcome, as the check records it
expected-interval: version 0.10.2 base 300, raised to the 365-day floor: E = 365 daysdormancy: last activity 2026-05-28, 165 days ago, E = 365: activefeatured: not featured: active_users 5 < 11 and new_adopters 5 < 9 and repository route stars 361 (needs 4539), forks 24 (needs 434), contributors 2 (needs 79)listed: listed: no archive, new or featured rule applies
Measurements and sources
Each signal row shows the raw value, its source and the fetch date. The Sources list gathers every distinct source on this page. Movement needs more history.
Sources6 sources
- Description: the crates.io description
- crates.io database dump, fetched
- RustSec advisory database, fetched
- GitHub repository, fetched
- crates.io package, fetched
- GitHub contributors, fetched
Adoption5 active dependents, 5 new dependents in 365 days1 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Active dependents | 5 | crates.io database dump | Yes | |
| New dependents (365 days) | 5 | crates.io database dump | Yes | |
| Peak active dependents | 5 | crates.io database dump | Yes | |
| Active dependents as a share of the peak | 1 | crates.io database dump | Yes | |
| Binary downloads per release | Not measured | Yes |
MaintenanceLatest human commit: 5 months ago3 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Latest human commit | 2026-05-28 | GitHub repository | Yes | |
| Latest release | 2026-05-28 | crates.io database dump | Yes | |
| First release | 2026-01-19 | crates.io database dump | Yes | |
| Latest version | 0.10.2 | crates.io database dump | Yes | |
| Days the oldest outside issue waits for a reply | 0 | GitHub repository | Yes | |
| Maintainer replies over 365 days | 0 | GitHub repository | Yes | |
| Repository archived | false | GitHub repository | Yes | |
| Repository gone | false | GitHub repository | Yes | |
| Release commit or manifest in the repo | true | crates.io package | Yes | |
| Published docs | true | crates.io database dump | Yes | |
| Latest release fails cargo check | Not measured | Yes | ||
| Build check date | Not measured | Yes | ||
| Build check toolchain | Not measured | Yes |
SecurityUnpatched vulnerabilities: none
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Unpatched vulnerabilities past the grace window | none | RustSec advisory database | Yes | |
| RustSec unmaintained advisory | none | RustSec advisory database | Yes | |
| Deprecation notice | none | crates.io database dump | Yes | |
| Deprecated requirement | none | crates.io database dump | Yes |
Distribution10 releases, 5,407 downloads over 30 days5 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Releases | 10 | crates.io database dump | Yes | |
| Downloads over 30 days | 5407 | crates.io database dump | Yes | |
| Binary downloads over the last 3 releases | Not measured | Yes | ||
| Homebrew installs on request over 365 days | Not measured | Yes | ||
| Repology repository families | Not measured | Yes | ||
| Docker pull growth over 90 days | Not measured | Yes | ||
| Docker pulls at the growth baseline | Not measured | Yes | ||
| Every version a prerelease | false | crates.io database dump | Yes | |
| Every version 0.0.x | false | crates.io database dump | Yes | |
| Every version yanked | false | crates.io database dump | Yes | |
| Crate deleted from crates.io | false | crates.io database dump | Yes |
Repository361 stars, 24 forks, 2 contributors, 71 commits. Stars alone never qualify a project.
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| GitHub stars | 361 | GitHub repository | Yes — one part of the repository route | |
| GitHub forks | 24 | GitHub repository | Yes — one part of the repository route | |
| Contributors with a GitHub account | 2 | GitHub contributors | Yes — one part of the repository route | |
| Commits on the default branch | 71 | GitHub repository | No | |
| Repository's main crate left out of the entry | none | crates.io database dump | Yes |
Facts that never count
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| License | Apache-2.0 OR MIT | crates.io database dump | No | |
| Runs on, from listed crates and their direct dependencies | GPU support unknown | crates.io database dump | No | |
| What shows each backend | no dependency or feature matches a backend row | crates.io database dump | No | |
| Native code, from listed crates and their dependencies | No native code found | crates.io database dump | No | |
| Python bindings, from direct dependencies of listed crates | No Python binding crate found | crates.io database dump | No | |
| Crates that depend on a listed crate directly | 8 | crates.io database dump | No |
Corrections and review history
No correction applies to this entry.
Judgments
A judgment enters only through an approved issue and a merged pull request.
No judgment applies to this entry.