Full Tutorial, 1-click installers (Windows, RunPod, Massed Compute & free Kaggle account notebook) and extensive test examples of 2K model
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MonsterMMORPG
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SANA: Ultra HD Fast Text to Image Model from NVIDIA Step by Step Tutorial on Windows, Cloud & Kaggle
YouTube Link : https://youtu.be/KW-MHmoNcqo
SANA: Ultra HD Fast Text to Image Model from NVIDIA Step by Step Tutorial on Windows, Cloud & Kaggle
This above tutorial covers the newest SANA 2K model and I predict SANA 4K model will be published as well. Sana 2K model is 4 MegaPixel so it can generate the following aspect ratio and resolutions very well:
"1:1": (2048, 2048), "4:3": (2304, 1792), "3:4": (1792, 2304),
"3:2": (2432, 1664), "2:3": (1664, 2432), "16:9": (2688, 1536),
"9:16": (1536, 2688), "21:9": (3072, 1280), "9:21": (1280, 3072),
"4:5": (1792, 2240), "5:4": (2240, 1792)
- I have developed an amazing Gradio app with so many new features :
- VAE auto offloading to reduce VRAM usage significantly which is not exists on official pipeline
- Gradio APP built upon official pipeline with improvements so works perfect
- Batch size working perfect
- Number of images working perfect
- Multi-line prompting working perfect
- Aspect ratios for both 1K and 2K models working perfect
- Randomized seed working perfect
- 1-Click installers for Windows (using Python 3.10 and VENV - isolated), RunPod, Massed Compute and even a free Kaggle account notebook
- With proper latest libraries working perfect speed on Windows too
- Automatically properly saving every generated image into accurate folder
🔗 Full Instructions, Configs, Installers, Information and Links Shared Post (the one used in the tutorial) ⤵️
🔗 SECourses Official Discord 9500+ Members ⤵️
🔗 Stable Diffusion, FLUX, Generative AI Tutorials and Resources GitHub ⤵️
🔗 SECourses Official Reddit - Stay Subscribed To Learn All The News and More ⤵️
🔗 Official Repository of NVIDIA Labs SANA Model ⤵️
SANA 2K Gradio APP
Tutorial Video Chapters
- 0:00 Introduction to the published by NVIDIA SANA model step by step tutorial
- 2:48 How to install SANA model on Windows and start using
- 5:35 How to verify installation and save installation logs in case of an error to report back to us
- 6:03 How to start the APP after installation on Windows and how to use the SANA model properly
- 9:38 Where the generated images are saved in which folder
- 12:11 How to edit the styles that the APP has - prompting styles
- 12:59 How to install and use SANA APP and any of SECourses published AI apps on Massed Compute
- 14:17 How to select accurate category and the template image on Massed Compute cloud service
- 14:25 How to apply our SECourses coupon to get 50% price discount on Massed Compute - permanently working
- 14:46 How to install and setup ThinLinc client to transfer files and use Massed Compute cloud desktop PC
- 15:51 How to connect Massed Compute after initialized and install any AI scripts that we publish e.g. SANA model
- 19:05 How to start the application after it has been installed and use it on your PC (but it will run in Massed Compute server)
- 20:31 How to download individually and as a folder the generated images on Massed Compute to your computer
- 21:30 How to terminate Massed Compute to not spend any credits / money
- 22:03 How to install and use SANA APP and any of SECourses published AI apps on RunPod cloud service
- 24:43 How to start the SANA APP after installation has been completed on RunPod
- 26:34 The speed of RTX 4090 on RunPod for SANA 2K model 4 MegaPixel image generation
- 26:44 How to download individually and as a folder the generated images on RunPod to your computer
- 27:09 How to stop the pod and terminate to not waste any credits / money on RunPod
- 27:24 How to start the APP again that was previously installed on RunPod (not terminated only stopped pod)
- 27:34 How to use SANA APP on a free Kaggle account and any of my developed Kaggle notebooks
- 28:38 Selecting accurate session options on Kaggle like GPUs, accelerator and Internet On
- 29:06 How to run cells and install SANA APP or any APP on Kaggle
- 29:44 How to get Ngrok token and set it up and use it to connect SANA APP from Kaggle
- 30:57 How to download all generates images as a zip file on Kaggle
- 31:46 How to restart the SANA app on Kaggle or any AI APPs same logic
- 32:11 How to see how much GPU time you have left for free on Kaggle - 30 hours every week
2K Model 4 MegaPixel RAW SANA Example Images
Click below images to see in full resolution 2688x1536 pixels