
Upscaling Videos Using VSGAN and TensorRT
A step-by-step guide to high-speed video upscaling using VSGAN and TensorRT on Runpod, including model conversion, engine building, and efficient deployment with SSH and Tmux.
Blog
Our team’s insights on building better and scaling smarter.


A step-by-step guide to high-speed video upscaling using VSGAN and TensorRT on Runpod, including model conversion, engine building, and efficient deployment with SSH and Tmux.

This tutorial walks you through using the Kohya_ss template on Runpod for desktop CUDA-based tasks, including installation, model compatibility, and performance tips.

Learn how to launch and use the Kohya_ss template on Runpod, from pod setup to desktop login and installing the Kohya_ss GUI using terminal commands.

Explore how Runpod’s persistent network volumes can save you time, money, and data headaches by allowing multi-pod access, flexible scaling, and secure, shared storage.
.webp)
A performance comparison between Nvidia’s Ada and Ampere architectures, with benchmark results across Stable Diffusion and text generation workloads.

Kandinsky 2.1 combines CLIP and diffusion models to generate high-resolution, AI-driven artwork up to 1024×1024 pixels—available now on Runpod via API.

Learn how to create rich, character-driven stories using Oobabooga’s WebUI and the Pygmalion model, from pod setup to scene development.
