Weights & Biases
What is Weights & Biases?
Weights & Biases is the leading AI developer platform to train and fine-tune models, manage models from experimentation to production, and track and evaluate GenAI applications powered by LLMs. W&B Prompts is a suite of LLMops tools to dramatically improve prompt engineering workflows and unlock deeper understanding of your LLMs. W&B Weave helps build agentic AI applications.
How to use Weights & Biases?
Use W&B to track ML experiments, build AI models, and build agentic AI applications. Integrate with Langchain, LlamaIndex, PyTorch, HF Transformers, Lightning, TensorFlow, Keras, Scikit-LEARN, and XGBoost with one line of code.
Weights & Biases's Core Features
MLOps and LLMOps platform
Experiment tracking and visualization
Hyperparameter optimization (Sweeps)
Model and dataset registry
Artifact versioning and management
Reporting and visualization
SDK for logging experiments and artifacts
Automated workflows
AI application debugging and evaluation
Prompt engineering tools
Weights & Biases's Use Cases
Train and fine-tune LLMs
Computer Vision
Time Series analysis
Recommender Systems
Classification & Regression
Build AI agents and applications
FAQ from Weights & Biases
What is W&B Weave?
Is Weights & Biases free?
What integrations does W&B offer?
Weights & Biases Pricing
Weights & Biases Pricing Link: https://wandb.ai/site/pricing
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