Model Detail

vgg-ttt is an AI model with 1B parameters released by NVIDIA. The model is registered under the image-to-3d pipeline tag on Hugging Face, distributed under a other license.

vgg-ttt ships with 1B parameters. Total weight footprint is approximately 1.2 GB, which is the relevant figure when planning local-inference VRAM. Distribution is governed by the other license — review the exact terms before commercial deployment.

vgg-ttt is best fit for workloads that match the image-to-3d pipeline tag. Treat this as a starting matrix rather than a benchmark verdict — the right deployment usually depends on the specific evaluation suite that mirrors your workload.