Chronos Bolt Base Fine Tuned V1

🚀 Model Card for Chronos Bolt BASE Fine-Tuned Model v1

This fine - tuned model is designed for time - series forecasting, especially for intermittent demand forecasts, leveraging the pre - trained capabilities of the base model.

🚀 Quick Start

The model was fine - tuned on a proprietary dataset containing 190 million time series datapoints. While details about the dataset are confidential, the following general characteristics are provided:

• The dataset consists of multi - dimensional time - series data.
• Also added additional exogenous information about the target series (7 additional columns; 3 of them are different types of volumes of the target series).

WQL = 0.5031

Summary

The fine - tuned model performs well for intermittent demand forecasts (e.g., Intermittent and Lumpy Time Series demand forecasts for seasonal products).

✨ Features

This model is specifically fine - tuned for intermittent time - series forecasting tasks, leveraging pre - trained sequence - to - sequence modeling capabilities to handle multi - horizon forecasting scenarios.

🔧 Technical Details

Model Architecture and Objective

The model is based on the amazon/chronos - bolt - base architecture, fine - tuned specifically for intermittent time - series forecasting tasks. It leverages pre - trained capabilities for sequence - to - sequence modeling, adapted to handle multi - horizon forecasting scenarios.

📚 Documentation

Model Information

📄 Contact

• NIEXCHE
• NIEXCHE (Fevzi KILAS)