Planned Example Topics

Status: Coming soon

Canonical docs/examples/ pages are reserved for shipped .py / .ipynb / .md triplets. The topics below are still relevant, but Artifex does not yet ship runnable example pairs for them.

Advanced Diffusion And Flow

• Advanced diffusion: guidance-heavy, distillation, and super-resolution workflows beyond the standalone Simple Diffusion concept walkthrough and the retained DiT Demo.
• Advanced flow: continuous flows, FFJORD, flow matching, and neural spline architectures beyond the retained Flow on MNIST.

Available now:

• Diffusion Guide
• Flow Guide
• Diffusion API Reference
• Flow API Reference

Text And Multimodal

• Autoregressive and transformer text
• Text compression
• Seq2Seq models
• CLIP-style multimodal systems
• Visual question answering
• Image captioning
• Cross-modal retrieval
• Multimodal generation

Available now as standalone concept walkthroughs:

• Simple Text Generation
• Simple Image-Text
• Text Modality Guide
• Multimodal Modality Guide
• Autoregressive Guide

Training And Deployment

• Training strategy walkthroughs
• Deployment walkthroughs

Available now:

• Advanced Training
• Training Guide
• Advanced Features
• Inference Overview
• Model Deployment

Additional Planned Examples

• EBM on MNIST
• Advanced autoregressive architectures

Available now:

• Simple EBM
• EBM Guide