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TL;DR - Weights & Biases
- MLOps platform for experiment tracking
- Visualize and compare ML training runs
- Collaborate on AI projects with your team
Pricing: Free plan available
Best for: Growing teams
Score: 88/100
Pros & Cons
Pros
- Great visualizations
- Team collaboration
- Free tier
Cons
- Learning curve
- Can be slow
Key Features
Experiment trackingModel versioningHyperparameter tuningCollaborative dashboardsArtifact managementGPU monitoring
Pricing Plans
Free
Free
- 5 model seats
- 5GB storage
- 1GB Weave data/month
- Personal projects only
Pro
$60/month
- More storage
- Team features
- Commercial use
- Priority support
Academic
Free
- All Pro features
- Unlimited tracked hours
- 200GB storage
- Up to 100 seats
Enterprise
Custom
- Self-hosted option
- Advanced security
- Dedicated support
- Custom integrations
About Weights & Biases
By Toolradar Team·
Weights & Biases (W&B) is the ML platform for experiment tracking, model management, and collaboration. Track every aspect of your machine learning experiments - hyperparameters, metrics, code, and artifacts. Compare runs with interactive visualizations and share results with your team. W&B integrates with PyTorch, TensorFlow, and all major ML frameworks. Features include model registry, dataset versioning, and production monitoring.
How we evaluate tools →Source: wandb.ai
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Weights & Biases FAQ
What is Weights & Biases?
Weights & Biases (W&B) is an MLOps platform for tracking machine learning experiments, visualizing results, and collaborating on AI projects.
Is Weights & Biases free?
Yes, W&B offers a free tier for individual use. Team and enterprise plans are available for organizations.
What ML frameworks does W&B support?
W&B integrates with PyTorch, TensorFlow, Keras, JAX, Scikit-learn, and most popular ML/DL frameworks.
Source: wandb.ai