[Data Deep Dive #6] What Is LLM Training Data? RLHF & CoT Explained
In the early days of machine learning, each model was designed for a specific task. A representative example is a spam filter, which classifies whether an incoming email is spam…
LLM
[Data Deep Dive Special Edition] Small Language Models for Machine Translation
Large Language Models have significantly advanced machine translation performance.As model sizes scale from billions to trillions of parameters, benchmark scores continue to rise—but so do computational costs and deployment complexity.…
[Data Deep Dive #3] How High-Quality AI Training Data is Built and Validated
When enterprises commission datasets for AI training, they consistently ask for the same four things:high quality, large volume, fast delivery, and cost efficiency. At first glance, quality and speed appear…
[Data Deep Dive #2] Building and Validating Data Using a Platform
Artificial intelligence was once something we could only encounter in science fiction movies or novels. Today, however, AI technologies have become deeply embedded in our daily lives, rapidly transforming the…
DeepSeek Unleashed: Tech Breakthrough or Data Privacy Risk?
Chinese AI startup DeepSeek has shaken up the market with its groundbreaking AI model, R1. The company claims it trained the model for just $5.6 million—a fraction of what OpenAI…