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What Is Refuel AI Tools?

Refuel AI is a company that develops infrastructure and tooling platforms to create faster and better machine learning models for ML applications on unstructured data.

The company’s platform is designed to reduce the time to production and continually improve ML models in the real world, solving the never-ending cycle of pain in building and improving ML systems by accelerating time to production.

Refuel AI uses large language models (LLMs) to generate high-quality training data for AI models. The company provides a platform to generate, annotate, clean, and enrich datasets for all AI needs.

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Best Key Features OF Refuel AI Tools

Refuel AI is a platform that provides infrastructure and tooling for creating faster and better machine learning models for ML applications on unstructured data.

Here are some of the key features of Refuel AI tools:

• LLM-powered platform: Refuel AI uses large language models (LLMs) to generate high-quality training data for AI models. The platform is designed to reduce the time to production and continually improve ML models in the real world, solving the never-ending cycle of pain in building and improving ML systems by accelerating time to production
• Data annotation: Refuel AI provides a platform to generate, annotate, clean, and enrich datasets for all AI needs. The company offers templates for every need, such as classification, information extraction from docs, entity matching, or summarization. Refuel minimizes hallucination and computes confidence for LLM outputs, so users can balance precision and recall for their use case.
• AutoLabel: Refuel AI also offers AutoLabel, an open-source library that makes it easy for any AI team to label their data in their own environment and with any LLM they want.
• Speed and efficiency: Refuel AI speeds up the process of data creation and labeling by up to 100x. The platform provides labeling instructions and gets labels as fast as an API call, eliminating the need to wait weeks for the next batch of data.
• Commercial launch: Refuel AI is preparing for commercial launch in July 2023, after receiving $5.2 million in seed funding

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