Design novel model architectures—right inside VS Code.
Turn a vague idea into a complete, runnable model file in minutes. Resonetta analyzes your repo and generates architectural variants, experiments, and clean code that fits your style.
Advanced AI engineers • Model exploration • Production-ready code
Explore Model Space at Machine Speed
Stop manually iterating through architectures. Generate and compare variants instantly.
Explore model space faster
Generate multiple architecture variants in seconds instead of hours of manual coding.
Skip the paper slog
No more translating research papers into code. Get working implementations instantly.
Production-ready code
Generated architectures follow best practices and integrate with your existing codebase.
Compare variants instantly
Side-by-side analysis of different architectures with performance insights.
Key Capabilities
Seamless integration with your VS Code workflow and existing repositories.
VS Code Command: “Generate Model Variants”
One command to explore multiple architectural approaches for your use case.
PyTorch/JAX/TF Support
Generates architectures in your preferred framework with idiomatic code.
Complete Implementation
Auto-produces modules, configs, reasoning notes, and benchmark-ready training scripts.
Repository Integration
Works with any repo structure or dataset, adapting to your existing workflow.
How It Works
From idea to running model in four simple steps.
Open your repo
Open your existing ML repository in VS Code.
Run “Model Discovery”
Execute the command and describe your model idea.
Receive architectures
Get multiple variants with detailed explanations.
Start training
Accept the architecture you like and begin training.
Ready to Design Models at Machine Speed?
Join advanced AI engineers and researchers who are already using Resonetta to explore model architectures faster than ever.
Get Early Access to Model Architect