https://github.com/modular/max
The MAX Platform (includes Mojo)
https://github.com/modular/max
ai language machine-learning max modular mojo programming-language
Last synced: 7 days ago
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The MAX Platform (includes Mojo)
- Host: GitHub
- URL: https://github.com/modular/max
- Owner: modular
- License: other
- Created: 2023-04-28T22:17:24.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2025-04-04T15:33:58.000Z (10 days ago)
- Last Synced: 2025-04-04T23:28:59.528Z (10 days ago)
- Topics: ai, language, machine-learning, max, modular, mojo, programming-language
- Language: Mojo
- Homepage: https://docs.modular.com/max/
- Size: 30.9 MB
- Stars: 23,840
- Watchers: 251
- Forks: 2,596
- Open Issues: 751
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
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README
# Welcome to MAX
> Note: Mojo is included as a subdirectory in this repository
The Modular Accelerated Xecution ([MAX](https://www.modular.com/max)) platform
is an integrated suite of AI libraries, tools, and technologies that unifies
commonly fragmented AI deployment workflows. MAX accelerates time to market
for the latest innovations by giving AI developers a single toolchain that
unlocks full programmability, unparalleled performance, and seamless hardware portability.
[See here to get started with MAX](https://docs.modular.com/max/get-started)
and when you want to report issues or request features,
[please create a GitHub issue here](https://github.com/modular/max/issues/new/choose).
The [Discord](https://discord.gg/modular) community and
[our forum](https://forum.modular.com/) is the best place to share
your experiences and chat with the team and other community members.
In the [examples directory](https://github.com/modular/max/tree/main/examples),
you will find code examples and Jupyter notebooks that show how to run inference
with MAX.
## Getting Started
MAX is available in both stable and nightly builds. To install either version,
follow the guide to [create a project with
Magic](https://docs.modular.com/max/create-project).
Then clone this repository:
```bash
git clone https://github.com/modular/max.git
```
If you installed the stable build (v24.6), be sure you switch to the `stable` branch,
because the `main` branch is for nightly releases and might not be compatible
with stable builds:
```bash
git checkout stable
```
## Running
### MAX Pipelines
To show off the full power of MAX, a
[series of end-to-end pipelines for common AI workloads](./src/max/pipelines/)
(and more) are ready to run. As one example, this includes everything needed to
self-host
[the Llama 3.1 text-generation model](./src/max/pipelines/architectures/llama3/).
All code is provided so that these pipelines can be customized, built upon, or
learned from.
### Examples
In addition to the end-to-end pipelines, there are many [examples](./examples/)
that exercise various aspects of MAX. You can follow the instructions in the
README for each example or notebook you want to run.
### Notebooks
Check out the [notebooks examples](./examples/notebooks/) for using MAX Engine
🏎️ for models such as
- [Mistral-7B](./examples/notebooks/mistral7b-python-onnx.ipynb)
- [Roberta-pytorch](./examples/notebooks/roberta-python-pytorch.ipynb)
### Tutorials
The [tutorials](./tutorials/) directory contains the "finished" code for
tutorials you can read at
[docs.modular.com/max/tutorials](https://docs.modular.com/max/tutorials).
### Docker Container
The MAX container is our official Docker container for convenient MAX deployment.
It includes the latest MAX version with GPU support, several AI libraries, and
integrates with orchestration tools like Kubernetes.
The MAX container image is available in the
[Modular Docker Hub repository](https://hub.docker.com/r/modular/max-openai-api/).
## Contributing
Thanks for your interest in contributing to this repository!
We accept contributions to the [Mojo standard library](./mojo).
Please see the [Contribution Guide](mojo/CONTRIBUTING.md) for instructions.
We are not accepting contributions for other parts of the repository.
We also welcome your bug reports. If you have a bug, please file an issue
[here](https://github.com/modular/max/issues/new/choose).
If you need support, the [Discord](https://discord.gg/modular)
community and [our forum](https://forum.modular.com/) is the best
place to share your experiences and chat with the team and other
community members.
## License
This repository and its contributions are licensed under the Apache License
v2.0 with LLVM Exceptions (see the LLVM [License](https://llvm.org/LICENSE.txt)).
MAX and Mojo usage and distribution are licensed under the
[MAX & Mojo Community License](https://www.modular.com/legal/max-mojo-license).
### Third Party Licenses
You are entirely responsible for checking and validating the licenses of
third parties (i.e. Huggingface) for related software and libraries that are downloaded.