Set Up Your NVIDIA RTX 5090 GPU for AI Development on Linux with PyTorch
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- Опубліковано 10 лют 2025
- This step-by-step guide walks you through setting up your Ubuntu environment for deep learning using NVIDIA RTX 5090 GPU, PyTorch, and Hugging Face.
Learn how to install NVIDIA drivers, verify installation, install PyTorch and Hugging Face Transformers, and run a state-of-the-art large language model. More specifically, you’ll learn how to:
✔️ Install the latest NVIDIA 5090 drivers on Ubuntu 24.04 LTS for optimal performance.
✔️ Install PyTorch, Torchaudio, and Torchvision nightly with NVIDIA Blackwell support and validate GPU usage.
✔️ Run a Hugging Face Llama 8B model to test your setup and explore its capabilities.
Whether you're a seasoned deep learning practitioner or just starting out, this video will empower you to leverage the latest tools and technologies for your deep learning projects.
📗 Jupyter Notebook: github.com/jay...
📝 Software Migration Guide for NVIDIA Blackwell: forums.develop...
➡️ Join the NVIDIA Developer Program: developer.nvid...
Do a video on setting up your factory to actually produce RTX 5090 GPUs
Hey Jay! Thanks for the clear and straightforward tutorial. I'll give it a try this weekend. Say hi to Jensen for me! You two should come over for a karaoke and drinks night sometime when you’re free. Let me know!
When is the launch?
This video is really out of touch. Who has 5090s and is a developer? Even in the enterprise market they are limited supply. You are targeting maybe 15 people between the us, canada and UK that got lucky and got one on (given than the video is in english). The video is supposed to help developers but there are no GPUs available for developers.
@@Leonardo0leandro0 happy to see both gamers and professionals calling NVIDIA out.
The problem is the easiest way to get one of the 5090 GPUs is to become a tech youtuber.
So you think that will make you tech?
Installing the driver is the easy part, hard part is for it to be in stock... 😢
Oh cool, a video for the 3 people that actually got a 5090… 😒
Because that runs only on that model, right scientist?
@@J4ckCr0w The video has 5090 in the title. The video could have been made for 4090 or 4080 even if it works on those GPUs naming the 5090 is out of touch.
When is the launch of the 5090?
I would love to....if you gave me the ability to buy one...
👏👏
If we all could only buy one that is not bricked or quickly dies from electrical power connection melt down...
Do you prebrick the GPU or wait it brick itself?😂😂😂😂
What 5090? You can't even buy a 4090. These products don't exist.
Surely this is a joke, right ? What RTX 5090 are you talking about XD. I've only seen this GPU on paper that's about it
😅😢😮 who has a 5090??😂😂
Hahaaaaaa 😂😂😂
Maybe you deliver cards first, otherwise it is reaallyyy ridiculous!
This is so insulting.....
wow. NVIDIA is shows running LLM and yet rtx 5090 isn’t available and if available, I have to sell my kidney to get it.
STOP joking 🙃
So you can not run it on anything else?
@@J4ckCr0wYes. I can run and running deepseek on my mb. But topic of your post is specific to NVIDIA hardware.
@moontracker So no other nvidia hardware exists?