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DeepFabric – Generate high-quality synthetic datasets at scale
Synthetic Dataset Generation for Language Models
Both approaches leverage large language models to intelligently expand topics and generate relevant content, but they serve different use cases depending on your domain's structure and complexity requirements. Topic graphs excel in interconnected domains like research areas, technical concepts, or social phenomena where relationships span multiple categories. DeepFabric integrates seamlessly with the modern machine learning ecosystem, including OpenAI, Anthropic, local Ollama instances, and cloud-based solutions.
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