Can it help optimize models for faster inference?

Yes, it provides guidance and code snippets for optimizing model weights and structures to ensure maximum performance in production environments.

Does it support cloud-based ML serving?

Absolutely. It helps generate the necessary configurations and boilerplate code required to deploy exported models to AWS, GCP, Azure, and other cloud providers.

What model formats does this skill support?

The Model Export Helper supports major industry-standard formats including ONNX, TorchScript, TensorFlow SavedModel, and framework-specific serialization methods.

How does this skill assist with MLOps?

It provides standardized export patterns and best practices that ensure your models are compatible with automated deployment pipelines and production monitoring tools.

Model Export Helper

Name: Model Export Helper
Author: jeremylongshore

byjeremylongshore

•

983

Data Science & ML

Streamlines the conversion and export of machine learning models into production-ready formats for seamless MLOps integration.

About

The Model Export Helper skill simplifies the transition from training to production by providing automated guidance for model serialization, optimization, and deployment readiness. It assists developers in generating standardized export code for popular frameworks like PyTorch and TensorFlow, ensuring that models are optimized for inference and fully compatible with modern MLOps pipelines, monitoring systems, and cloud serving infrastructures.

Key Features

983 GitHub stars
Seamless integration with MLOps and monitoring pipelines
Generation of production-ready export configurations
Optimization patterns for inference and serving efficiency
Automated model serialization for various ML frameworks
Validation of exported models against industry standards

Use Cases

Converting research models into production formats like ONNX or TorchScript
Preparing machine learning models for high-performance cloud serving
Standardizing model export patterns across different ML projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills model-export-helper

For use in Claude.ai and ChatGPT

Download Skill

GitHub