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XGrammar

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Efficient, Flexible and Portable Structured Generation

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News

  • [2026/5] XGrammar-2 has been released! Check out our blog for more information.
  • [2025/12] XGrammar has been officially integrated into Mirai
  • [2025/09] XGrammar has been officially integrated into OpenVINO GenAI
  • [2025/02] XGrammar has been officially integrated into Modular's MAX
  • [2025/01] XGrammar has been officially integrated into TensorRT-LLM.
  • [2024/12] XGrammar has been officially integrated into vLLM.
  • [2024/12] We presented research talks on XGrammar at CMU, UC Berkeley, MIT, THU, SJTU, Ant Group, LMSys, Qingke AI, Camel AI. The slides can be found here.
  • [2024/11] XGrammar has been officially integrated into SGLang.
  • [2024/11] XGrammar has been officially integrated into MLC-LLM.
  • [2024/11] We officially released XGrammar v0.1.0!

Overview

XGrammar is an open-source library for efficient, flexible, and portable structured generation.

It leverages constrained decoding to ensure 100% structural correctness of the output. It supports general context-free grammar to enable a broad range of structures, including JSON, regex, custom context-free grammar, etc.

XGrammar uses careful optimizations to achieve extremely low overhead in structured generation. It has achieved near-zero overhead in JSON generation, making it one of the fastest structured generation engines available.

XGrammar features universal deployment. It supports:

  • Platforms: Linux, macOS, Windows
  • Hardware: CPU, NVIDIA GPU, AMD GPU, Apple Silicon, TPU, etc.
  • Languages: Python, C++, JavaScript, and Swift APIs
  • Models: Qwen, Llama, DeepSeek, Phi, Gemma, etc.

XGrammar is very easy to integrate with LLM inference engines. It is the default structured generation backend for most LLM inference engines, including vLLM, SGLang, TensorRT-LLM, and MLC-LLM, as well as many other companies. You can also try out their structured generation modes!

Get Started

Install XGrammar:

pip install xgrammar

For use with MPS on Apple Silicon, install with:

pip install "xgrammar[metal]"

Import XGrammar:

import xgrammar as xgr

Please visit our documentation to get started with XGrammar.

Third-Party Bindings

  • Rust: xgrammar-rs — Community Rust bindings for XGrammar.

Collaborators

XGrammar has been widely adopted in industry, open-source projects, and academia. Our collaborators include:

WebLLM

Citation

If you find XGrammar useful in your research, please consider citing our papers:

@article{dong2024xgrammar,
  title={Xgrammar: Flexible and efficient structured generation engine for large language models},
  author={Dong, Yixin and Ruan, Charlie F and Cai, Yaxing and Lai, Ruihang and Xu, Ziyi and Zhao, Yilong and Chen, Tianqi},
  journal={Proceedings of Machine Learning and Systems 7},
  year={2024}
}
@inproceedings{10.1145/3786335.3813124,
  author = {Li, Linzhang and Dong, Yixin and Wang, Guanjie and Xu, Ziyi and Jiang, Alexander and Chen, Tianqi},
  title = {XGrammar-2: Dynamic and Efficient Structured Generation Engine for Agentic LLMs},
  year = {2026},
  isbn = {9798400724152},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3786335.3813124},
  booktitle = {Proceedings of the ACM Conference on AI and Agentic Systems},
  pages = {1009--1022},
  numpages = {14}
}

Release files for xgrammar 0.2.6

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for xgrammar 0.2.6
File Size Uploaded
xgrammar-0.2.6.tar.gz 2.6 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for xgrammar 0.2.6
File
xgrammar-0.2.6-cp314-cp314t-win_arm64.whl CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
xgrammar-0.2.6-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
xgrammar-0.2.6-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
xgrammar-0.2.6-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
xgrammar-0.2.6-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
xgrammar-0.2.6-cp314-cp314t-macosx_10_15_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64 Details
xgrammar-0.2.6-cp314-cp314-win_arm64.whl CPython 3.14 CPython 3.14 Windows ARM64 Details
xgrammar-0.2.6-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
xgrammar-0.2.6-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
xgrammar-0.2.6-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64 Details
xgrammar-0.2.6-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
xgrammar-0.2.6-cp314-cp314-macosx_10_15_x86_64.whl CPython 3.14 CPython 3.14 macOS 10.15+ x86-64 Details
xgrammar-0.2.6-cp313-cp313-win_arm64.whl CPython 3.13 CPython 3.13 Windows ARM64 Details
xgrammar-0.2.6-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
xgrammar-0.2.6-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
xgrammar-0.2.6-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64 Details
xgrammar-0.2.6-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
xgrammar-0.2.6-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details
xgrammar-0.2.6-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
xgrammar-0.2.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
xgrammar-0.2.6-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
xgrammar-0.2.6-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
xgrammar-0.2.6-cp312-cp312-macosx_10_14_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.14+ x86-64 Details
xgrammar-0.2.6-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details
xgrammar-0.2.6-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
xgrammar-0.2.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
xgrammar-0.2.6-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64 Details
xgrammar-0.2.6-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
xgrammar-0.2.6-cp311-cp311-macosx_10_14_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.14+ x86-64 Details
xgrammar-0.2.6-cp310-cp310-win_arm64.whl CPython 3.10 CPython 3.10 Windows ARM64 Details
xgrammar-0.2.6-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
xgrammar-0.2.6-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
xgrammar-0.2.6-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64 Details
xgrammar-0.2.6-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
xgrammar-0.2.6-cp310-cp310-macosx_10_14_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.14+ x86-64 Details
xgrammar-0.2.6-cp39-cp39-win_arm64.whl CPython 3.9 CPython 3.9 Windows ARM64 Details
xgrammar-0.2.6-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
xgrammar-0.2.6-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
xgrammar-0.2.6-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
xgrammar-0.2.6-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
xgrammar-0.2.6-cp39-cp39-macosx_10_14_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.14+ x86-64 Details

Total release size: 51.0 MB

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