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Synthetic Data Generation

Self-Instruct: Bootstrap High-Quality Instruction Data Without Human Annotations

Self-Instruct: Bootstrap High-Quality Instruction Data Without Human Annotations 4557

For teams building or fine-tuning large language models (LLMs), one of the biggest bottlenecks is the scarcity of high-quality, diverse…

01/05/2026Instruction Tuning, Synthetic Data Generation, Zero-shot Generalization
CAMEL: Build Scalable, Autonomous Multi-Agent AI Systems Without Constant Human Oversight

CAMEL: Build Scalable, Autonomous Multi-Agent AI Systems Without Constant Human Oversight 15059

In today’s AI landscape, large language models (LLMs) excel at solving complex tasks—but only when carefully guided by humans. This…

12/26/2025Autonomous Task Automation, Multi-agent Systems, Synthetic Data Generation
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