NVIDIA Cosmos is a powerful new tool that helps developers create custom datasets for AI training using synthetic data. Trained on over 20 million hours of video and 200 trillion(!) tokens, Cosmos simulates real-world physics and creates realistic environments. This simplifies the process of tagging and categorizing objects and spaces in videosโlike identifying safe zones and obstaclesโto train AI systems for real-world tasks. ๐ค
In this video, weโll dive into how synthetic data is revolutionizing AI training and hep you understand what Cosmos actually is and how itโs used. Plus, weโll guide you through a step-by-step installation of ComfyUI, featuring a lower FP8 model for faster and more efficient performance. While this may not be a full production-level setup, itโs an exciting glimpse into the cutting-edge technology shaping the future of AI.
A Get Going Fast Installer for Cosmos w/ ComfyUI can be found here : https://www.patreon.com/posts/119902686
The installation instructions can be found here: https://www.cognibuild.ai/nvidia-cosmos-comfyui-installation-directions
03:43 What is NVIDIA Cosmos
06:05 the 7b model and what we're gonna be able to do
07:15 Example Maps and Case Use Explanation
11:11 Thoughts about the Future of AI Training
13:31 Future benefits to the Open-Source Community
15:33 the ComfyUI Installation
19:20 Downloading the Text-Encoder and VAE
22:38 Downloading the Diffusion-Model (checkpoint model)
23:34 Downloading the Workflow
26:10 Workflow Settings
28:06 Concise Summary of Case Use and Ideas of Usage
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------ Helpful Video Tutorials -----
VS Build Tools 2019 - Cleanest / Easiest Install Ever: https://youtu.be/TUS4A-XsAPo
Installing Cuda: https://youtu.be/_GpyoEbs3Hs
Installing CuDNN: https://youtu.be/RY2mEbi7PJc
Fresh AI Setup (Windows): https://youtu.be/4aCtOVcvcj4
Installing Miniconda: https://youtu.be/ULAVtKBOKXE
Installing Python: https://youtu.be/1CdeBbk9A2k
Insalling Git: https://youtu.be/xxVOm3ndeSU
Installing WSL: https://youtu.be/3GNqg3GdEKA
Installing Llama.cpp: https://youtu.be/r-05yuXTEPE