Update README.md

README.md

@@ -19,7 +19,7 @@ Task: Weather Forecasting
 Inputs: 72 hours time-series  
 Outputs: 12h multivariate forecast  
 Params: 6M  
-Framework: PyTorch & Transformers  
+Framework: PyTorch
 Author: Paul Courneya (Harley-ml)
 
 ## Description
@@ -30,6 +30,10 @@ However, this model was primarily trained to serve as a teacher for [Hweh-446k](
 
 We would also like to give a shoutout to [**Open-Meteo**](https://open-meteo.com/) for providing a **free-to-use weather forecasting API**.
 
+### Why “Hweh”?
+
+In Proto-Indo-European, the root ***h₂weh₁-** means “to blow.” We chose it as the name for a weather forecasting model because of its connection to wind and air.
+
 ## Architecture
 
 The model uses a multitask LSTM setup:
@@ -1202,4 +1206,16 @@ def predict():
 
 if __name__ == "__main__":
     predict()
+```
+
+
+## Citation
+
+```bibtex
+@misc{Hweh-6m,
+  title = {Hweh-6M: A 6M-Parameter LSTM for Short-Term Multivariate Weather Forecasting},
+  author    = {Paul Courneya; Harley-ml},
+  year      = {2026},
+  url       = {https://huggingface.co/Harley-ml/Hweh-6M}
+}
 ```