Kronos: The Revolutionary Financial AI Model
Kronos: The first foundational AI model for financial K-line data. Pre-trained on 12B+ records, it excels in zero-shot market prediction & analysis.
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In the wave of quantitative finance, a Python library named Kronos is quietly transforming how AI understands financial markets. It is not merely a tool, but the world's first foundational model specifically designed for financial K-line data, like a "prophet" capable of interpreting market language.
Kronos, introduced by the research team at Tsinghua University, is a unified, scalable pre-training framework specifically designed for financial market K-line data.
It discretizes continuous market information into a series of token sequences while preserving price dynamics and trading activity patterns.
The development of Kronos was inspired by large-scale pre-training paradigms (such as Large Language Models - LLMs), aiming to address the limitations of existing Time Series Foundation Models (TSFMs) in financial K-line data applications.