nogibjj/rust-mlops-template

A work in progress to build out solutions in Rust for MLOPs

44
/ 100
Emerging

Provides hands-on cookbook-style examples for building ML systems with Rust, including PyTorch model training via tch-rs bindings, ONNX model serving with Actix web framework, AWS Lambda deployment, and CLI tools for NLP tasks. The template emphasizes command-line-driven workflows as an alternative to Jupyter/Conda stacks, leveraging Rust's performance, energy efficiency, and type safety for production MLOps pipelines. Pre-configured with GitHub Codespaces, Cargo package management, and integrated CI/CD workflows for rapid experimentation.

375 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 9 / 25
Community 25 / 25

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Stars

375

Forks

155

Language

Rust

License

CC0-1.0

Last pushed

Jan 10, 2025

Commits (30d)

0

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