Update README.md

README.md

@@ -25,7 +25,7 @@ Author: Paul Courneya (Harley-ml)
 
 ## Description
 
-**Hweh-446k** is a **446-thousand-parameter LSTM model** distilisation of [Hweh-6M] (a 92% reduction in params!!), trained to predict the next **12 hours of weather**, including temperature, humidity, pressure, precipitation, and more, using the previous **72 hours of weather context**.  
+**Hweh-446k** is a **446-thousand-parameter LSTM model** distillation of [Hweh-6M](https://huggingface.co/Harley-ml/Hweh-6M) (a 92% reduction in params!!), trained to predict the next **12 hours of weather**, including temperature, humidity, pressure, precipitation, and more, using the previous **72 hours of weather context**.  
 We recommend using this model as a backup to a weather API or for fast offline forecasting when internet access is unavailable.  
 
 We would also like to give a shoutout to [**Open-Meteo**](https://open-meteo.com/) for providing a **free-to-use weather forecasting API**.
@@ -1795,8 +1795,8 @@ if __name__ == "__main__":
 ## Citation
 
 ```bibtex
-@misc{Hweh-6m,
-  title = {Hweh-446k: Knowledge Distillation in Short-Term Multivariate Weather Forecasting},
+@misc{distilhweh-446k,
+  title = {DistilHweh-446k: Knowledge Distillation in Short-Term Multivariate Weather Forecasting},
   author    = {Paul Courneya; Harley-ml},
   year      = {2026},
   url       = {https://huggingface.co/Harley-ml/DistilHweh-446k}