🗺️ Chronos-2 for Specific Domains

[abdulfatir]

Starting this thread to discuss the use cases of Chronos-2 for specific domains such as:

• Retail and logistics forecasting — exogenous variables such as promotions and holidays which are important for accurate demand forecasting are natively supported.
• Energy forecasting — exogenous variables such as historical weather & forecasts are natively supported.
• CloudOps and IoT metrics forecasting — multivariate forecasting allows Chronos-2 to jointly predict related metrics and the long context allows accurate forecasting for high-frequency metrics.
• and more.

On our cases studies for energy and retail domain, Chronos-2 strongly outperformed existing models as shown in the figure below.

[beriberikix]

🙋 definitely interested in the IoT domain! A large part of IoT includes TS data. The most obvious is sensor data (ex. environmental readings) but also somewhat structured data from other systems (ex. automotive CAN data or OT data like SCADA.)

Since this is a pretty broad topic, what would be the best way to contribute?