What is Qwak?
JFrog ML is your go-to AI platform designed to scale effortlessly. Whether you're building, deploying, managing, or monitoring AI applications, JFrog ML has got you covered. From GenAI to LLMs and classic ML, this platform streamlines your entire AI workflow, making it easier than ever to go from idea to high-scale production.
What are the features of Qwak?
- Unified MLOps Platform: Centralize model management from research to production, enabling team collaboration and CI/CD integration.
- Easily Train Models: Train and fine-tune any model with one click on GPU or CPU machines.
- Deploy Models at Scale: Deploy models to production at any scale with one click, serving them as live API endpoints or executing batch inference.
- Monitor Models in Real Time: Track model performance, detect data anomalies, and integrate with tools like Slack and PagerDuty for real-time health tracking.
- LLMOps: Develop LLM applications with ease, manage prompts, and deploy optimized LLMs in one click.
- Feature Store: Manage the entire feature lifecycle in one place, ensuring consistency and reliability in feature engineering.
What are the use cases of Qwak?
- AI Application Development: Streamline the development of AI applications from prototype to production.
- Model Training and Deployment: Easily train and deploy models at scale, whether for batch or real-time inference.
- LLM Workflows: Build and monitor complex LLM workflows, ensuring optimal performance and reliability.
- Feature Engineering: Simplify feature engineering and data pipelines with a unified feature store.
How to use Qwak?
- Build Any Model: Start by centralizing your model management in the JFrog ML platform.
- Train Models: Use the one-click training feature to train and fine-tune your models on GPU or CPU machines.
- Deploy Models: Deploy your models to production with one click, whether as live API endpoints or batch inference.
- Monitor Models: Keep an eye on model performance and detect any anomalies in real time.
- Manage Prompts: Use the LLMOps feature to manage and version your prompts for LLM applications.
