Migrate model to pvnet-summation version 1.0.0.post0+git.cd7464d2.dirty

README.md

@@ -57,4 +57,7 @@ Trained on a single NVIDIA Tesla T4
 
 - [1] https://github.com/openclimatefix/PVNet_summation
 - [2] https://github.com/openclimatefix/PVNet
-- [3] https://github.com/openclimatefix/ocf-data-sampler
+- [3] https://github.com/openclimatefix/ocf-data-sampler
+
+---
+**Migration Note**: This model was migrated on 2025-08-08 to pvnet-summation version 1.0.0.post0+git.cd7464d2.dirty

datamodule_config.yaml

@@ -0,0 +1,3 @@
+pvnet_model:
+  model_id: openclimatefix/pvnet_uk_region_day_ahead
+  revision: 9d00f3f7888ef7dee4af8554bc1e2f7c2edfb43b

model_config.yaml

@@ -1,4 +1,4 @@
-_target_: pvnet_summation.models.flat_model.FlatModel
+_target_: pvnet_summation.models.dense_model.DenseModel
 output_quantiles:
 - 0.02
 - 0.1
@@ -7,23 +7,23 @@ output_quantiles:
 - 0.75
 - 0.9
 - 0.98
-model_name: openclimatefix/pvnet_uk_region_day_ahead
-model_version: e12f7d7c16a00c41b03aecb787a7e992fbd4235b
 output_network:
-  _target_: pvnet.models.multimodal.linear_networks.networks.ResFCNet2
+  _target_: pvnet.models.late_fusion.linear_networks.networks.ResFCNet
   _partial_: true
   fc_hidden_features: 128
   n_res_blocks: 2
   res_block_layers: 2
   dropout_frac: 0.1
-relative_scale_pvnet_outputs: false
 predict_difference_from_sum: true
-optimizer:
-  _target_: pvnet.optimizers.AdamWReduceLROnPlateau
-  lr: 0.0001
-  weight_decay: 0.25
-  amsgrad: true
-  patience: 10
-  factor: 0.1
-  threshold: 0.0
-num_locations: 331
+num_input_locations: 331
+history_minutes: 120
+forecast_minutes: 2160
+interval_minutes: 30
+input_quantiles:
+- 0.02
+- 0.1
+- 0.25
+- 0.5
+- 0.75
+- 0.9
+- 0.98

pytorch_model.bin → model_weights.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1dacc06f7d941a7af96ebf7b2cf1aa1590c667e6fa7eb2cd017b2ed1b2f1d37f
-size 177983470
+oid sha256:1498a14dfc7126ef2e4eb045042d9d912c539b95ea1bd91e184ed2b047ba0d6c
+size 86968264