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Upload matgl model

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  1. README.md +4 -11
  2. model.json +3 -3
  3. state.pt +1 -1
README.md CHANGED
@@ -4,25 +4,18 @@ tags:
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  - matgl
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  - materials-science
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  - graph-neural-network
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- - machine-learning-interatomic-potential
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- - foundation-potential
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- - mlip
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  ---
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- ## Introduction
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- Pre-trained TensorNet foundation potential, i.e., universal machine learning interatomic potential trained on the MatPES PBE 2025.2 dataset.
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-
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- ## Potential
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-
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- [matgl](https://github.com/materialsvirtuallab/matgl) `Potential` model (version 3).
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  ## Usage
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  ```python
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  import matgl
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- model = matgl.load_model("materialyze/TensorNet-PES-MatPES-PBE-2025.2")
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  ```
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@@ -30,6 +23,6 @@ model = matgl.load_model("materialyze/TensorNet-PES-MatPES-PBE-2025.2")
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  ```json
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  {
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- "dataset": "MatPES-r2SCAN-2025.2"
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  }
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  ```
 
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  - matgl
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  - materials-science
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  - graph-neural-network
 
 
 
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  ---
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+ # Potential
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+ This is a [matgl](https://github.com/materialsvirtuallab/matgl) `Potential` model (version 3).
 
 
 
 
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  ## Usage
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  ```python
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  import matgl
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+ model = matgl.load_model("<owner>/<repo>")
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  ```
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  ```json
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  {
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+ "dataset": "MatPES-PBE-2025.2"
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  }
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  ```
model.json CHANGED
@@ -1,14 +1,14 @@
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  {
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  "@class": "Potential",
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- "@module": "matgl.apps.pes",
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  "@model_version": 3,
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  "metadata": {
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- "dataset": "MatPES-r2SCAN-2025.2"
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  },
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  "kwargs": {
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  "model": {
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  "@class": "TensorNet",
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- "@module": "matgl.models",
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  "@model_version": 2,
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  "init_args": {
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  "element_types": [
 
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  {
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  "@class": "Potential",
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+ "@module": "matgl.apps._pes_pyg",
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  "@model_version": 3,
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  "metadata": {
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+ "dataset": "MatPES-PBE-2025.2"
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  },
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  "kwargs": {
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  "model": {
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  "@class": "TensorNet",
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+ "@module": "matgl.models._tensornet_pyg",
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  "@model_version": 2,
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  "init_args": {
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  "element_types": [
state.pt CHANGED
@@ -1,3 +1,3 @@
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