Scale AI Overview
Scale AI helps AI technology-based development companies accelerate the development of AI products. Scale AI is responsible for providing high-quality training data for different kinds of AI applications, such as generative AI, self-driving cars, mapping, AR/VR, robotics. Scale AI provides two main product lines: the Scale Data Engine and the Scale Generative AI platform. The scale data engine improves the quality and efficiency of AI applications. It has features like image annotation, semantic segmentation, and LIDAR/RADAR annotation. The scale data engine provides tools for collecting, labeling, managing, and evaluating data for various AI projects. The Scale Generative AI platform helps organizations customize and use large language models (LLMs).
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Need High-Quality Data for Your AI Project? How Scale AI Can Help
What is Scale AI?
Scale AI is an AI tool suite for dataset management, testing, model evaluation, and model comparison tools. Scale AI accelerates AI application development with high-quality data. Scale AI platform allows companies to integrate their data with leading AI models. Scale AI also provides data labeling services to help companies improve the quality of their data.
What does Scale AI do?
Scale AI develops artificial intelligence (AI) tools for enterprises. Scale’s technology helps businesses to integrate their own data with pre-built models. Scale AI collects raw data, and the Scale Data Engine produces high-quality data to train your AI models.
Scale AI's SEAL Leaderboards: Ranking the Top AI Models
SEAL Leaderboards by Scale AI is a system that ranks large language models (LLMs) across various domains. It ensures fair ranking across different areas. Key features include:
- Unbiased Evaluation: Scale AI utilizes private evaluation datasets to prevent cheating and ensure unbiased and reliable results.
- Expert-Driven Evaluations: All assessments are conducted by experts who evaluate models using domain-specific methodologies.
- Ranking in Multiple Categories: Scale AI leaderboards display rankings in coding, math, instruction following, and even specific languages like Spanish.
Furthermore, Scale AI updates leaderboards with new datasets and models periodically. Click here to learn more about Scale AI's evaluation methodology.
What are the key features of Scale AI?
1) Reinforcement Learning with Human Feedback (RLHF)
Scale Generative AI Data Engine powers LLMs and generative models through RLHF data generation, model assessment, safety protocols, and alignment techniques.
Image Credit : Scale Website (Screenshot)
2) Data Labelling
Scale services cover a range of use cases, from Named Entity Recognition (NER) to audio transcription, video polygon annotation, image annotation, and 3D point cloud annotation. With Scale's turnkey solution, receive high-quality labels within hours from the taskers located across various time zones.
Image Credit : Scale Website (Screenshot)
3) Data Curation
Scale offers a comprehensive set of tools for dataset management, testing, model evaluation, and model comparison, which helps to prioritize labeling tasks efficiently.
Image Credit : Scale Website (Screenshot)
Who does Scale AI collaborate with?
Scale AI has teamed up with generative AI providers such as OpenAI, Adept, Meta, Cohere, Anthropic, and many others.
From Startups to Giants: Unveiling the Diverse Customer Base of Scale AI
Image Source : Scale AI Website (Screenshot - Special Arrangement)
AI Made Easy: Scale AI Customers
Scale AI collaborates with top companies across industries. The top Scale AI customers are:
Generative AI Companies
- OpenAI
- Cohere
- NVIDIA
- Adept
U.S. Government
- US Army
- US Airforce
- The Pentagon’s Chief Digital and Artificial Intelligence Office (CDAO)
- Defense Innovation Unit
- Oshkosh
Enterprises
- Microsoft
- Meta
- GM
- Toyota
- Etsy
Startups
- Brex
- Flexport
- Instacart
- Faire
- Opensea
What products are offered by Scale AI?
The products offered by Scale AI are as follows.
Scale Data Engine :
Scale Data Engine collects raw data, curates, evaluates, and annotates to produce high-quality data.
Generative AI Data Engine :
Scale's generative AI Data Engine combines automation and human intelligence to generate high-quality datasets for training the world’s most advanced AI models.
Test & Evaluation:
Scale AI's Test & Evaluation tools continuously test and evaluate language models (LLMs) to identify risks and provide AI system certification for the safety of AI applications.
Public Sector Data Engine:
Advanced AI Software to power AI for National Security( Defense, Intelligence, and Civilian Agencies).
Automotive Data Engine:
Powering autonomy through high quality data solutions.
Scale Gen AI platform :
Scale Gen AI platform build, test and optimize the performance of LLM's.
Scale Donovan:
Discover critical insights from your data.
- Scale AI can generate synthetic data that can be used to train machine learning models.
- AI model evaluation and comparison.
- Customizable AI applications.
- Empower Researchers, Analysts with AI
Scale AI pricing
- Scale Image - 2 ¢ per image , 6 ¢ per annotation.
- Scale Video - 13 ¢ per video frame, 3 ¢ per annotation.
- Scale Text - 5 ¢ per task, 3 ¢ per annotationm.
- Scale Document AI - 2 ¢ per task, 7 ¢ per annotation.
Review & Ratings of Scale AI