Sapien.io

Sapien.io

Fine-Tune LLM Models With Human Feedback & Data Labelling

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Sapien.io is a decentralized data foundry that offers data labeling services powered by a decentralized workforce and gamified platform. The platform provides high-quality training data for large language models through a human-in-the-loop labeling process, enabling fine-tuning of datasets to build performant AI models. Sapien combines AI and human intelligence to collect and annotate various data types for any model, offering customized data collection and labeling models across industries.

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Features

Advantages

  • Real-time feedback for dataset fine-tuning
  • Scalable labeling resources
  • Expertise across industries
  • Global diversity in labelers
  • Combination of AI and human intelligence

Disadvantages

  • May require additional training for labelers
  • Dependence on human input for labeling
  • Potential for inconsistencies in labeling quality

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