Wandb AI
Train AI models and monitor their performance
AI development platform
AI model training
what is Wandb AI
Weights & Biases (W&B) is an AI developer platform that enhances model building through features like experiment management, visualization, and collaboration in machine learning projects. It supports the entire machine learning workflow, offering both free and subscription-based plans. W&B simplifies the development process with easy integration and compatibility with other tools.
Open Source: ❌ Close
👍🏻 Advantages
- Streamlines ML workflow from end to end
- Ease of use with quick account setup
- Automatic tracking of model inputs and hyperparameters
😁 Disadvantages
- Lack of a production engine
- Comes with a monthly price for teams
💰 Plans and pricing
- Free for personal use
- $50 per user per month
📺 Use cases
- Experiment tracking: Track, compare, and visualize ML models.
- Model optimization: Hyperparameter tuning and model optimization.
- Collaboration: Facilitate team collaboration and model performance evaluation.
- Large-scale research workflow: Key piece of fast-paced, large-scale research workflows.
- Fine-tuning computer vision projects: Used with Labelbox for computer vision projects.
👥 Target audience
- Machine learning practitioners
- Data scientists
- Researchers
- AI development team
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