[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…
AI Training Data
[Data Deep Dive #5] How Speech and Multimodal Data Power AI Training
One of the apps that has become essential when traveling abroad is an automatic translation app. In the past, people often communicated in broken English depending on the language environment,…
[Data Deep Dive #4] Data Warehouse Strategy for AI Training Data
There was a time when the term Big Data dominated industry conversations. Data was continuously generated from various sources such as web/app services and IoT devices, yet due to limitations…
[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…
[Data Deep Dive #1] The Foundations of AI Performance: Training Data
Since its founding in 2012, Flitto has been building language datasets essential for AI training for more than a decade. (👉 See How Flitto Powers AI Models with High-Quality Data)…
[Data Deep Dive] AI Language Data & Training Datasets Behind Flitto
Unpacking Flitto’s Data Advantage for AI, From A to Z Flitto is now gaining global recognition as an AI language data company, supporting enterprises with AI training data and language…
What Is AI Training Data? Why Language Data Defines AI Performance
Over the past four weeks, we have published a Deep Dive series designed to provide a comprehensive understanding of Flitto. Through this series, we aimed to clearly articulate the foundation…