Surge AI

Powering the world’s LLMs

Freemium

Description

Surge AI is a data labeling platform and workforce that specializes in providing high-quality data for training and evaluating advanced AI models, particularly in Natural Language Processing (NLP). The platform is designed to handle complex labeling tasks, offering an elite workforce, advanced labeling tools, and robust APIs to support the development of sophisticated AI systems, including Large Language Models (LLMs).

The service caters to both individual users and large enterprises. Individuals can use the platform tools to create and launch labeling projects. For enterprise clients, Surge AI provides fully managed services, including dedicated project management, custom-built labeling teams, support for creating guidelines, and quality control management. It supports data labeling in over 30 languages and allows for the design of custom labeling templates through its WYSIWYG editors, addressing needs like Supervised Fine-Tuning (SFT), Reinforcement Learning with Human Feedback (RLHF), and human evaluation.

Key Features

Rich Supervised Fine-Tuning (SFT): Services for high-quality supervised fine-tuning data.
Sophisticated RLHF: Advanced Reinforcement Learning with Human Feedback capabilities.
Human Evaluation & Custom Benchmarks: Rigorous human evaluation and custom benchmark creation.
Enterprise Managed Services: Fully managed data labeling with guaranteed SLAs, dedicated project managers, and custom teams.
Multilingual Labeling: Data labeling in over 30 languages.
Custom Labeling Tools: WYSIWYG editors for designing custom data labeling templates.
API & Python SDK Integration: Seamless integration with engineering support.
Expert Workforce: Access to PhD experts and an elite labeling workforce for complex tasks.
Diverse Data Modality Support: Capabilities for Processed-Based Annotation, Audio RLHF, and Multimodal SFT.

Use Cases

Supervised Fine-Tuning (SFT)
Reinforcement Learning with Human Feedback (RLHF)
Human Evaluation
Processed-Based Annotation
Audio RLHF
Multimodal SFT
STEM & Reasoning Post-Training
Adversarial Data Labeling
Content Moderation
Search Ranking
Training Next-Gen Command LLMs

Frequently Asked Questions

What is Surge AI?

Surge AI is the world’s best data labeling platform and workforce, providing the highest quality data to today's top tech companies and researchers. We're built from the ground up to tackle the extraordinary challenges of Natural Language Processing and other advanced labeling tasks — with an elite workforce, stunning quality, rich labeling tools, and modern APIs.

What is data labeling?

Data labeling is the process of annotating raw data in order to effectively train or evaluate machine learning models and artificial intelligence. Data labeling projects can range from simple (labeling the sentiment of text snippets) to complex (writing Python to train code-generation AI). Surge AI can handle it all, at scale.

How can I start labeling data with Surge AI?

It’s easy. For individuals: sign up for free, create a labeling project, and launch. Watch the results appear in real time! For enterprise: book a call with us to discuss your labeling project. In most cases, we’ll launch a sample project for you same-day.

How much does Surge AI cost?

There are two components to the Surge AI platform — our labeling tools and the Surger workforce. For enterprise, we price projects on a per task basis. Book an intro call to learn more.

Who are Surge AI’s customers?

Amazon, Google, Twitter, Cohere, Stanford, University of Cambridge, Substack, Twitch, Emory, Redwood Research and Primer, to name a few!