Create README.md

README.md

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+---
+library_name: transformers
+base_model:
+- amazon/chronos-bolt-base
+pipeline_tag: time-series-forecasting
+tags:
+- forecasting
+- time series
+- intermitent demand
+---
+# Model Card for Chronos Bolt Small Fine-Tuned Model v3
+
+
+<img align="center" height="350" src="https://i.giphy.com/klQrJUcrfMsTK.webp"/> </p>
+
+The model was fine-tuned on a proprietary dataset containing 190 million time seires datapoint. 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., discrete demand forecasts for seasonal products).
+
+## Technical Specifications
+
+### 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.
+
+## Contact:
+
+[NIEXCHE](https://niexche.github.io/) 
+
+[NIEXCHE (Fevzi KILAS)](https://fevzikilas.tech/NOTES/)
+
+<img align="center" height="350" src="https://media1.giphy.com/media/v1.Y2lkPTc5MGI3NjExMXd0NDMzMDhzZmZyaXA0MjczMXpqY3hkaDJidnUwMjIxNno2cHY1NCZlcD12MV9pbnRlcm5hbF9naWZfYnlfaWQmY3Q9Zw/HyOOyynWxMxig/giphy.gif"/> </p>