Full Tutorial, 1-click installers (Windows, RunPod, Massed Compute & free Kaggle account notebook) and extensive test examples of 2K model

[FurkanGozukara]

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) ⤵️

• ▶️ https://www.patreon.com/posts/click-to-open-post-used-in-tutorial-116474081

🔗 SECourses Official Discord 9500+ Members ⤵️

• ▶️ https://discord.com/servers/software-engineering-courses-secourses-772774097734074388

🔗 Stable Diffusion, FLUX, Generative AI Tutorials and Resources GitHub ⤵️

• ▶️ https://github.com/FurkanGozukara/Stable-Diffusion

🔗 SECourses Official Reddit - Stay Subscribed To Learn All The News and More ⤵️

• ▶️ https://www.reddit.com/r/SECourses/

🔗 Official Repository of NVIDIA Labs SANA Model ⤵️

• ▶️ https://github.com/NVlabs/Sana

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

[AfterHAL]

"Issues" is not the right place for your ads.

[geronimi73]

how desperate is this guy?

[AfterHAL]

how desperate is this guy?

@geronimi73 . I don't know... A lot, or somehing like that.