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 videos—like identifying safe zones and obstacles—to train AI systems for real-world tasks. 🤖
In this video, we’ll dive into how synthetic data is revolutionizing AI training and hep you understand what Cosmos actually is and how it’s used. Plus, we’ll 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, it’s 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