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

Add DeAI > Training Models & Samples pages #3457

Open
wants to merge 23 commits into
base: master
Choose a base branch
from

Conversation

jessiemongeon1
Copy link
Contributor

Thank you for your contribution to the IC Developer Portal. This repo contains the content for https://internetcomputer.org and the ICP Developer Documentation, https://internetcomputer.org/docs/.

If you are submitting a Pull Request for adding or changing content on the ICP Developer Documentation, please make sure that your contribution meets the following requirements:

@jessiemongeon1 jessiemongeon1 requested a review from a team as a code owner September 11, 2024 17:38
Copy link

github-actions bot commented Sep 11, 2024

🤖 Here's your preview: https://7mjw5-lqaaa-aaaam-aborq-cai.icp0.io

@jessiemongeon1 jessiemongeon1 marked this pull request as draft September 13, 2024 17:20
@jessiemongeon1 jessiemongeon1 changed the title Add DeAI > Samples page Add DeAI > Training Models page Sep 25, 2024
@jessiemongeon1 jessiemongeon1 marked this pull request as ready for review September 25, 2024 18:27
@jessiemongeon1 jessiemongeon1 changed the title Add DeAI > Training Models page Add DeAI > Training Models & Samples pages Sep 25, 2024
docs/developer-docs/ai/samples.mdx Outdated Show resolved Hide resolved
docs/developer-docs/ai/samples.mdx Outdated Show resolved Hide resolved
docs/developer-docs/ai/samples.mdx Outdated Show resolved Hide resolved
docs/developer-docs/ai/samples.mdx Outdated Show resolved Hide resolved

<MarkdownChipRow labels={["Intermediate", "Motoko", "Concept"]} />

## Overview
Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Thanks to you and Pat for putting this together, Jessie :)

Trying to read this page from the vantage point of someone not too familiar with the IC, here are my takeaways:

  • Now the IC can run AI training on CPUs, and in the future it will run on GPUs.
  • There's a library called Motoko Learn that can be used for training.
  • Classical algorithms can be more efficient than training large neural networks.

I believe the above points are all mentioned to some extent on the overview page. And, more importantly, the page didn't answer the key question that I wanted an answer for: how can I train models on the IC today? Are there any examples that I can look at? What are the limitations?

Maybe we can work together to create some of these examples? Otherwise, the content feels a bit weak to me. WDYT?

Copy link
Contributor Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Yes, I agree with your takeaways and had the same feedback for Pat, but wanted to get your insight before I followed up with him and asked for revisions. I'll pass this onto Pat and ask him to apply these revisions.

Copy link
Contributor Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

@ielashi The PR has been updated with Pat's revised draft. Please take a look, thank you!

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

Successfully merging this pull request may close these issues.

3 participants