Hugging Face's logo

Join the conversation

Join the community of Machine Learners and AI enthusiasts.

Sign Up
Back to feed
AlexBodner 
posted an update Aug 31, 2024
Post
3845
💾🧠How much VRAM will you need for training your AI model? 💾🧠
Check out this app where you convert:
Pytorch/tensorflow summary -> needed VRAM
or
Parameter count -> needed VRAM

Use it in: http://howmuchvram.com

And everything is open source! Ask for new functionalities or contribute in:
https://github.com/AlexBodner/How_Much_VRAM
If it's useful to you leave a star 🌟and share it to someone that will find the tool useful!
samapika

This tool sounds incredibly useful! 💾🧠
marcos9

The amount of VRAM needed for training an AI model varies depending on the model's complexity and dataset size. directv satellite tv For smaller models, 8 to 16 GB of VRAM may suffice. However, large-scale models or extensive datasets often require 24 GB or more. Adequate VRAM ensures efficient processing and faster training times, reducing the risk of out-of-memory errors.

·
AlexBodner

Yeah, thats why I did this calculator. It takes as input the model architecture, input shape, batch size and some other factors and it makes the tedious calculations for you!

In this post