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Release LUMINA-2M v0.1.2 (2.4M params)

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  1. README.md +6 -5
  2. model.pt +2 -2
  3. model.safetensors +1 -1
README.md CHANGED
@@ -21,16 +21,16 @@ Trained on ACOPF datasets spanning **multiple network topologies**, LUMINA-2M ge
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  ## Model Details
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- - **Version**: v0.1.1
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  - **Model Architecture**: HGT
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  - **Total Parameters**: 2,375,548 (2.4M)
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  - **Trainable Parameters**: 2,375,548 (2.4M)
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  - **Training Case**: case14_ieee, case30_ieee, case57_ieee, case118_ieee, case500_goc, case2000_goc, case4661_sdet, case6470_rte, case10000_goc, case13659_pegase
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  - **Training Data Size**: 240,000 samples per case
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- - **Training Date**: 2026-07-16
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- - **Training Epochs**: 34
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  - **Loss Type**: Augmented Lagrangian
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- - **Final Validation Loss**: 0.052400
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  > **Note**: The validation loss is only comparable across releases that share the same **Loss Type**. For example, an Augmented Lagrangian loss includes constraint-violation penalties and Lagrangian terms, so its magnitude is not directly comparable to a plain MSE loss.
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@@ -160,6 +160,7 @@ https://doi.org/10.48550/arXiv.2406.07234.
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  | Version | Date | Epochs | Val Loss | Training Case |
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  |---------|------|--------|----------|---------------|
 
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  | [v0.1.1](https://huggingface.co/argonne/LUMINA-2M/tree/v0.1.1) | 2026-07-16 | 34 | 0.052400 | case14_ieee, case30_ieee, case57_ieee, case118_ieee, case500_goc, case2000_goc, case4661_sdet, case6470_rte, case10000_goc, case13659_pegase |
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  | [v0.1.0](https://huggingface.co/argonne/LUMINA-2M/tree/v0.1.0) | 2026-06-30 | 27 | 0.468559 | case14_ieee, case30_ieee, case57_ieee, case118_ieee, case500_goc, case2000_goc, case4661_sdet, case6470_rte, case10000_goc, case13659_pegase |
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  | [v0.1.0-rc1](https://huggingface.co/argonne/LUMINA-2M/tree/v0.1.0-rc1) | 2026-06-10 | 10 | 0.291310 | case14_ieee, case30_ieee, case57_ieee, case118_ieee, case500_goc, case2000_goc, case4661_sdet, case6470_rte, case10000_goc, case13659_pegase |
@@ -191,6 +192,6 @@ This research used resources of the National Energy Research Scientific Computin
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  ## License
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- Released under the Apache License, Version 2.0. See the bundled [`LICENSE`](https://huggingface.co/argonne/LUMINA-2M/blob/v0.1.1/LICENSE) and [`NOTICE`](https://huggingface.co/argonne/LUMINA-2M/blob/v0.1.1/NOTICE) files for the full terms and attribution.
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  Copyright 2026 UChicago Argonne, LLC.
 
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  ## Model Details
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+ - **Version**: v0.1.2
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  - **Model Architecture**: HGT
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  - **Total Parameters**: 2,375,548 (2.4M)
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  - **Trainable Parameters**: 2,375,548 (2.4M)
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  - **Training Case**: case14_ieee, case30_ieee, case57_ieee, case118_ieee, case500_goc, case2000_goc, case4661_sdet, case6470_rte, case10000_goc, case13659_pegase
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  - **Training Data Size**: 240,000 samples per case
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+ - **Training Date**: 2026-07-31
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+ - **Training Epochs**: 63
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  - **Loss Type**: Augmented Lagrangian
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+ - **Final Validation Loss**: 0.120890
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  > **Note**: The validation loss is only comparable across releases that share the same **Loss Type**. For example, an Augmented Lagrangian loss includes constraint-violation penalties and Lagrangian terms, so its magnitude is not directly comparable to a plain MSE loss.
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  | Version | Date | Epochs | Val Loss | Training Case |
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  |---------|------|--------|----------|---------------|
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+ | [v0.1.2](https://huggingface.co/argonne/LUMINA-2M/tree/v0.1.2) | 2026-07-31 | 63 | 0.120890 | full-topology + N-1 |
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  | [v0.1.1](https://huggingface.co/argonne/LUMINA-2M/tree/v0.1.1) | 2026-07-16 | 34 | 0.052400 | case14_ieee, case30_ieee, case57_ieee, case118_ieee, case500_goc, case2000_goc, case4661_sdet, case6470_rte, case10000_goc, case13659_pegase |
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  | [v0.1.0](https://huggingface.co/argonne/LUMINA-2M/tree/v0.1.0) | 2026-06-30 | 27 | 0.468559 | case14_ieee, case30_ieee, case57_ieee, case118_ieee, case500_goc, case2000_goc, case4661_sdet, case6470_rte, case10000_goc, case13659_pegase |
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  | [v0.1.0-rc1](https://huggingface.co/argonne/LUMINA-2M/tree/v0.1.0-rc1) | 2026-06-10 | 10 | 0.291310 | case14_ieee, case30_ieee, case57_ieee, case118_ieee, case500_goc, case2000_goc, case4661_sdet, case6470_rte, case10000_goc, case13659_pegase |
 
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  ## License
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+ Released under the Apache License, Version 2.0. See the bundled [`LICENSE`](https://huggingface.co/argonne/LUMINA-2M/blob/v0.1.2/LICENSE) and [`NOTICE`](https://huggingface.co/argonne/LUMINA-2M/blob/v0.1.2/NOTICE) files for the full terms and attribution.
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  Copyright 2026 UChicago Argonne, LLC.
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