Experiment Tracking 3

Open-source version control for data science and machine learning projects. Data Version Control (DVC) is an open-source version control system designed for Data Science and Machine Learning projects. It provides a Git-like experience to organize data, models, and experiments, enabling reproducible workflows and collaboration.

Parea AI: Experimentation and human annotation platform for AI teams to ship LLM apps. Parea AI is an experimentation and human annotation platform designed for AI teams. It provides tools for experiment tracking, observability, and human annotation, helping teams confidently ship LLM applications to production. Parea AI offers features such as auto-creating domain-specific evals, performance testing and tracking, debugging failures, human review, prompt playground, deployment tools, observability, and dataset management.

AI developer platform for training, fine-tuning, managing, and tracking AI models and applications. 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.