Create README.md

README.md

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+---
+license: mit
+datasets:
+- monash_tsf
+---
+
+# Time Series Transformer (trained on monash_tsf/tourism-monthly) 
+
+Time Series Transformer model trained on the tourism-monthly dataset for 30 epochs. 
+
+## Model description
+
+The Time Series Transformer is a vanilla encoder-decoder Transformer for time-series forecasting. The model is trained in the same way as one trains a Transformer for machine translation. At inference time, the model autoregressively generates samples, one time step at a time.
+
+## Usage
+
+We refer to the [documentation](https://huggingface.co/transformers/main/model_doc/time_series_transformer.html) regarding usage.