kitoken
Tokenizer for language models.
Tokenize text for Llama, Gemini, GPT-5, DeepSeek, Mistral and many others; in the web, on the client and any platform.
from kitoken import Kitoken
encoder = Kitoken.from_web("hf:Qwen/Qwen3.5-9B")
tokens = encoder.encode("hello world!", True)
string = encoder.decode(tokens).decode("utf-8")
assert string == "hello world!"
Overview
Kitoken is a fast and versatile tokenizer for language models compatible with SentencePiece, HuggingFace Tokenizers, OpenAI Tiktoken and Mistral Tekken, supporting BPE, Unigram and WordPiece tokenization.
- Fast and efficient tokenization
Faster than most other tokenizers in both common and uncommon scenarios; see the benchmarks for comparisons with different datasets. - Runs in all environments
Native in Rust and with bindings for Web, Node and Python; see kitoken.dev for a web demo. - Supports input and output processing
Including unicode-aware normalization, pre-tokenization and post-processing options. - Compact data encoding
Definitions are stored in an efficient binary format and without merge list.
See the main README for more information.
1 maintainer
Metadata
1 maintainer
Release files for kitoken 0.11.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| kitoken-0.11.1.tar.gz | 69.7 kB | Without provenance | Details for kitoken-0.11.1.tar.gz |
Built distributions (wheels)
Total release size: 29.5 MB
Release files / kitoken-0.11.1.tar.gz
| Download URL | kitoken-0.11.1.tar.gz |
|---|---|
| Size | 69.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
3669dcf61acb0e977d9d900c565f3f2cf16e4e97f7d3730882238cfbab67d4ee
|
|
BLAKE2b-256 checksum How to use checksums |
aebd7ad86d6f97b8e1ca444c102ec9ae1644ce263eeaba464bc5b69ea105b4fd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-win_amd64.whl
| Download URL | kitoken-0.11.1-cp310-abi3-win_amd64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.10 Windows x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
37b197e6c7a4ed4be8094c4aa37720f00f5474803d0d2db1736110610822567d
|
|
BLAKE2b-256 checksum How to use checksums |
7f8666a75931b0cb4fd98ebe1baab1c48858081473b2dfc78819d1e9e948ed66
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-win32.whl
| Download URL | kitoken-0.11.1-cp310-abi3-win32.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.10 Windows x86-32 abi3 |
|
SHA-256 checksum How to use checksums |
3948333a69e35d69473b48769f3d22d8309edca90ec3eb1ea13b67a26c4f7035
|
|
BLAKE2b-256 checksum How to use checksums |
9b5019fd17cb316c4ba1b14df7f2235a5784c7707524eccddefac973cefaf8df
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-musllinux_1_2_x86_64.whl
| Download URL | kitoken-0.11.1-cp310-abi3-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 2.5 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
e6d9ade3b09ddb002cc1e24f8d2e1b8a828fb2a211bdca3d5f86b597416f65fb
|
|
BLAKE2b-256 checksum How to use checksums |
33ab5220e1fb2c37ccbd7d262dd77260f1d248c484320121c4da2096f7919fd3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-musllinux_1_2_i686.whl
| Download URL | kitoken-0.11.1-cp310-abi3-musllinux_1_2_i686.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-32 abi3 |
|
SHA-256 checksum How to use checksums |
8be60611f23242e06033eff17e75bf98028202aed4cdb9849b5fc4be92973156
|
|
BLAKE2b-256 checksum How to use checksums |
d32e9b91a236289719481d68b1db71691eb55def10f5832368a7361e34d06758
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-musllinux_1_2_armv7l.whl
| Download URL | kitoken-0.11.1-cp310-abi3-musllinux_1_2_armv7l.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.10 Linux musl 1.2+ ARMv7l abi3 |
|
SHA-256 checksum How to use checksums |
a58c1e735b08a1c125ed394d25c83d4edc2035af25e16323b98de6401d757e0e
|
|
BLAKE2b-256 checksum How to use checksums |
d804256461cfbb06232f8e1a80840ff7e6aaa1256ca2dbf722e8cb30644380bd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-musllinux_1_2_aarch64.whl
| Download URL | kitoken-0.11.1-cp310-abi3-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 abi3 |
|
SHA-256 checksum How to use checksums |
c93349372a53ca9ec2e846013d757aaee140c695b48c85a0a79268db1380e117
|
|
BLAKE2b-256 checksum How to use checksums |
fff93b0c9cc46815a40fe1bedac72ad664d45b1e12f6b93b22f1a4c313628037
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-manylinux_2_28_x86_64.whl
| Download URL | kitoken-0.11.1-cp310-abi3-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 2.5 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
50728d5adcc3c5b4af1d71ea30e22e8a2809bf3b8a56de0df1c184a54279d13c
|
|
BLAKE2b-256 checksum How to use checksums |
bed75dabd39c7289f332d3fae3525535cb9bc0d7ccb4b187464c8d92b598acdd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-manylinux_2_28_ppc64le.whl
| Download URL | kitoken-0.11.1-cp310-abi3-manylinux_2_28_ppc64le.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ PowerPC 64-le abi3 |
|
SHA-256 checksum How to use checksums |
4874ef21720cba7d9856b1fc8ebb61629c2010835f5bd145161ecf6950401439
|
|
BLAKE2b-256 checksum How to use checksums |
0ca09292a32387defb841dbe56ffc7e545a1527fa4207af628cb6e5ce33184db
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-manylinux_2_28_i686.whl
| Download URL | kitoken-0.11.1-cp310-abi3-manylinux_2_28_i686.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-32 abi3 |
|
SHA-256 checksum How to use checksums |
357c4eba06f7f239e423d9d13a93fffc51281a2f3db90bc27f92298e212d518a
|
|
BLAKE2b-256 checksum How to use checksums |
376e9ecb3bd841282af5741b64f342ce35a9ee8035da7e7eab94d57b58dc3d66
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-manylinux_2_28_armv7l.whl
| Download URL | kitoken-0.11.1-cp310-abi3-manylinux_2_28_armv7l.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ ARMv7l abi3 |
|
SHA-256 checksum How to use checksums |
9f05cf273ad9fa9e24862f752f1c556ba1ca7b48c543540abef8449470f0af66
|
|
BLAKE2b-256 checksum How to use checksums |
a7db324a2e54ad07392ca0afa67976ab9dfcc4c0a164d93cb36f9622a6f6187b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-manylinux_2_28_aarch64.whl
| Download URL | kitoken-0.11.1-cp310-abi3-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 2.3 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ ARM64 abi3 |
|
SHA-256 checksum How to use checksums |
3604227564eb2c6437731322ef37a9a944a1269ca0d0b08130eaca33879f666b
|
|
BLAKE2b-256 checksum How to use checksums |
f6caa6bc4eb00544a411b7eedf79e50ad57535115ec0ef81730b34338f3d4310
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-macosx_13_0_x86_64.whl
| Download URL | kitoken-0.11.1-cp310-abi3-macosx_13_0_x86_64.whl |
|---|---|
| Size | 2.4 MB |
| Tags | CPython 3.10 abi3 macOS 13.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
e2ad5e60e59cb42494b9213518927a05593d24fd9251e508568a4303dc68507b
|
|
BLAKE2b-256 checksum How to use checksums |
8b9f212574057e3afd2eef53a9e4d93057eb0d9df758421071f5bb94b6a613f8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Release files / kitoken-0.11.1-cp310-abi3-macosx_13_0_arm64.whl
| Download URL | kitoken-0.11.1-cp310-abi3-macosx_13_0_arm64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.10 abi3 macOS 13.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
0035c23232cb5111ec956939e4536b496a4305dd641018a7e282c0672aa95be4
|
|
BLAKE2b-256 checksum How to use checksums |
789414145af26090e70648d95bd91c7b2997eda78b2d2335ce233f9f9f721098
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.15.0
|
Security for kitoken 0.11.1
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
