This repository contains a collection of simple demos that you can use to show off Valohai.
Pick and choose the right demos from this repository.
Each demo should be 6-10 min long to complete.
| Title | Description | Video |
|---|---|---|
| Debugging a broken pipeline | Debug a broken pipeline by exploring logs, notifications, and attaching a deugger | Video |
| Re-train on new data | Launch a retraining pipeline when new data lands in an AWS S3 Bucket | Video |
| Dynamic pipelines | Launch a collection of pipelines for different models | Video |
| Automatic retraining | Trigger a retraining from a execution when performance degrades | Video |
| LLM Finetuning Example | Finetune a open-source model with multiple GPU machines | Video |
| Monitoring | Monitor and detect drift using WhyLabs | Video |
| Feature Store | Store & Retrieve features from Feast | Video |
| Notebook workflow | Using local Notebooks and Notebook Executions | Video |
| Labeling tools | Integrate with V7 datasets and trigger jobs based on new labeled data | Video |