Top human feedback AI tools

Outlier connects subject matter experts with paid opportunities to train cutting-edge generative AI models, offering flexible remote work schedules. Contribute your knowledge to improve AI performance across various domains.
- Other

Sapien is a decentralized data foundry providing custom data collection and labeling services powered by a global workforce. They specialize in fine-tuning large language models through expert human feedback and data annotation.
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Toloka AI provides expert data for SFT and RLHF, offering access to skilled experts in over 20 domains and 40 languages to elevate your machine learning models.
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Argilla is an open-source collaboration platform that enables AI engineers and domain experts to build and maintain high-quality datasets for language model training, fine-tuning, and evaluation.
- Other

Dataloop is an AI development platform for building unstructured data pipelines and developing AI solutions with speed. It offers tools for data management, model deployment, pipeline orchestration, and human feedback integration.
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Scale provides a data-centric platform for AI development, offering solutions for data annotation, model training, and generative AI applications.
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Pareto is a talent-first data collection platform that connects AI companies with expert-vetted data labelers to provide high-quality training data. It offers services from same-day experimental data to fully managed teams, ensuring top-quality data at competitive prices.
- Usage Based

Tractatus is a platform for building and deploying generative AI use cases. It allows businesses to combine foundation models with their own data, enabling rapid development and deployment.
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