Hands-On Introduction to ZeroGPU Spaces (Hugging Face)
Learn how to leverage Hugging Face's ZeroGPU offering to build and share machine learning applications using high-end A100 GPUs - without breaking the bank!
In this comprehensive tutorial, we'll cover:
What is ZeroGPU and how it makes expensive GPUs more accessible
Creating a Hugging Face Space with ZeroGPU
Building a simple Gradio (Python) app from scratch
Deploying and testing your application
Debugging common errors in the development process
Using the Gemma language model in your app
Handling gated models and access requirements
Free Trial - Our New Diagram Tool: https://softwaresim.com/pricing/ ("YOUTUBE24" for 25% Off)
Demonstration Code and Diagram: https://github.com/nodematiclabs/zero...
0:00 Conceptual Overview
1:10 Space Creation
2:33 Gradio App Code
8:14 Space Secret/Token
8:56 Package Requirements
10:57 Gradio Debugging
#huggingface #gpu #machinelearning