Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Suggestion - FAQ w Physical System Requirements, #469

Open
LaughterOnWater opened this issue May 15, 2024 · 1 comment
Open

Suggestion - FAQ w Physical System Requirements, #469

LaughterOnWater opened this issue May 15, 2024 · 1 comment
Labels
feature request Feature request pending on roadmap

Comments

@LaughterOnWater
Copy link

LaughterOnWater commented May 15, 2024

Would you consider adding a beginner's FAQ section or a 'Physical System Requirements' note that provides guidance on the recommended computer specs for optimal performance with Unsloth? This would help new users avoid frustration and ensure they have the necessary resources to run the model successfully. A simple table or paragraph mentioning the minimum/recommended CPU, GPU, RAM, and storage requirements would be very useful.

Including links to beginner-friendly tutorials, videos, or documentation on setting up Unsloth locally could make it more accessible to us noobs. Links on how to get started in a Google colab or AWS hosted solution could also lower barriers for those who don't have a capable local system.

It might be nice to get a clue on how long it takes to fine-tune, likely sweet-spot settings to mess with, etc.

This might ease the overall beginner experience and make Unsloth more approachable for a broader audience.

@danielhanchen danielhanchen added the feature request Feature request pending on roadmap label May 15, 2024
@danielhanchen
Copy link
Contributor

That is a fantastic idea!

Approximately:

Mistral 7b: Min 6-8GB VRAM
Llama-3 8b: Min 8-12GB VRAM
Gemma 2b: Min 8GB VRAM
Gemma 7b: Min 12GB VRAM
Llama-2 7b: Min 8GB VRAM
Llama-2 13b: Min 16GB VRAM
Llama-2 34b: Min 24GB VRAM
Llama-3 70b: Min 48GB VRAM

I'll colate them in a table

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
feature request Feature request pending on roadmap
Projects
None yet
Development

No branches or pull requests

2 participants