Update README.md

README.md

@@ -1,7 +1,5 @@
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-language: en
-license: mit
-library_name: pytorch
+{{ card_data }}
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@@ -9,12 +7,12 @@ library_name: pytorch
 
 
 
-# PVNet2
+# PVNet_summation
 
 ## Model Description
 
 <!-- Provide a longer summary of what this model is/does. -->
-This model class uses satellite data, numericl weather predictions, and recent Grid Service Point( GSP) PV power output to forecast the near-term (~8 hours) PV power output at all GSPs. More information can be found in the model repo [1] and experimental notes in [this google doc](https://docs.google.com/document/d/1fbkfkBzp16WbnCg7RDuRDvgzInA6XQu3xh4NCjV-WDA/edit?usp=sharing).
+This model class sums the output of the PVNet model's GSP level predictions to make a national forecast of UK PV output. More information can be found in the model repo [1], the PVNet model repo [2], and experimental notes in [this google doc](https://docs.google.com/document/d/1fbkfkBzp16WbnCg7RDuRDvgzInA6XQu3xh4NCjV-WDA/edit?usp=sharing).
 
 - **Developed by:** openclimatefix
 - **Model type:** Fusion model
@@ -33,14 +31,14 @@ The model is trained on data from 2017-2020 and validated on data from 2021. See
 
 ### Preprocessing
 
-Data is prepared with the `ocf_datapipes.training.pvnet` datapipe [2].
+Data is prepared with the `ocf_datapipes.training.pvnet` datapipe [3].
 
 
 ## Results
 
-The training logs for the current model can be found [here on wandb](https://wandb.ai/openclimatefix/pvnet2.1/runs/None).
+The training logs for the current model can be found [here on wandb](https://wandb.ai/openclimatefix/pvnet_summation/runs/zda9wo7u).
 
-The training logs for all model runs of PVNet2 can be found [here](https://wandb.ai/openclimatefix/pvnet2.1).
+The training logs for all model runs of PVNet_summation can be found [here](https://wandb.ai/openclimatefix/pvnet_summation).
 
 Some experimental notes can be found at in [the google doc](https://docs.google.com/document/d/1fbkfkBzp16WbnCg7RDuRDvgzInA6XQu3xh4NCjV-WDA/edit?usp=sharing)
 
@@ -51,5 +49,6 @@ Trained on a single NVIDIA Tesla T4
 
 ### Software
 
-- [1] https://github.com/openclimatefix/PVNet
-- [2] https://github.com/openclimatefix/ocf_datapipes
+- [1] https://github.com/openclimatefix/PVNet_summation
+- [2] https://github.com/openclimatefix/PVNet
+- [3] https://github.com/openclimatefix/ocf_datapipes