What is Scale?
Scale offers a comprehensive suite of tools and platforms designed to accelerate the development and deployment of AI models. The Scale Data Engine focuses on providing high-quality data for training models, including specialized solutions for Generative AI, government applications, and the automotive industry. Scale also provides its GenAI Platform which is a full-stack generative AI solution that allows users to leverage their own data.
The platforms offer a wide range of features, including data labeling, RLHF, model evaluation, and data curation, partnering with leading AI model providers like OpenAI, Google, Meta, and Cohere. Scale facilitates seamless integration of enterprise data, enhancing model performance and providing valuable insights for decision-making in various sectors, from defense to e-commerce.
Features
- Data Annotation: Combines AI-based techniques with human-in-the-loop for high-quality labeled data.
- RLHF (Reinforcement Learning from Human Feedback): Powers the next generation of Generative AI through data generation, model evaluation, safety, and alignment.
- Data Curation: Identifies the most valuable data to label, maximizing the value of labeling budgets.
- Model Evaluation: Evaluates and monitors AI models and applications.
- Generative AI Applications: Offers pre-built applications that harness the power of customized LLMs.
- Enterprise GenAI Platform: Full-stack generative AI platform powered by the Scale Data Engine.
- Scale Donovan: AI-powered decision-making support for defense.
Use Cases
- Training generative AI models
- Developing AI applications for the public sector
- Unlocking autonomous driving capabilities (L2 to L5)
- Enterprise AI model evaluation and monitoring
- Data-driven decision-making in defense
- Customizing AI applications for e-commerce
- Building custom language models
FAQs
-
What is SEAL (Safety, Evaluations, and Alignment Lab)?
SEAL is Scale's research initiative to improve model capabilities through challenging private evaluations and novel research. -
Which foundation models does Scale partner with?
Scale partners and integrates with leading AI models, including OpenAI, Google, Meta, Cohere, and more.
