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DagsHub Pawesome Updates June 23
Hello everyone! It's time for another edition of Pawesome Updates. We have some exciting news to share with you.
Google Colab integration 📝
DagsHub users can now open notebooks in a Colab environment directly from DagsHub - free GPU and TPU included! The integration introduces a significant improvement in notebook version control, as users can use DVC to version large notebooks that Git has trouble facilitating, and view, diff, and comment on cells directly from DagsHub.
Those new capabilities close the ML training lifecycle as you can now build a fully reproducible pipeline using DagsHub, train your model in Colab, and commit back all project components, including data, trained model , experiment, and now also the Colab notebook itself, back to DagsHub.
DagsHub Learning: Automate Your Labeling Process 🚀
DagsHub Learning is back with another exciting webinar - this time about Auto-Labeling with DagsHub and Label Studio. Join us on June 27th, at 10 AM EST to learn:
- What is Label Studio and how does it work.
- Use GitFlow for reproducible data labeling and annotations.
- How to automate your labeling and annotation process.
The MLOps podcast 🎙️
The latest episode in The MLOps Podcast is out, and this time Dean is speaking with Hamel Husain. They discuss the counterintuitive role data science will play in the new and exciting world of LLMs and Generative AI. The conversation touches on practical topics like best practices when working on LLMs for real-world use cases, how Hamel thinks about solving MLOps problems, as well as how he got into Fast.ai, and more
Train Text to Image model using Kubeflow 📊
Learn how to train Minimage, a text-to-image model, on the LAION-Aesthetics dataset using Kubeflow to manage your compute resources more efficiently"
Dev Updates: 📢
Here are some recent updates we have made to DagsHub:
- New experiments page empty state with a nifty snippet to get you started 🧪
- Added a glossary to help newcomers understand DagsHub terminology 📖
- Fixed a bug that affected using a notebook as a repository readme. 🐛
- Fixed a bug that caused issues when committing to a new branch from the UI 🐞
- We're currently working on a big launch, so stay tuned for more updates in the coming weeks! 🚀
That's all for now! Don't forget to follow us on Twitter to stay up to date with the latest news from DagsHub.
