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Update README.md

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@@ -45,6 +45,12 @@ Many model properties are in the model tags. Some more are listed below.
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  }
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  ```
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  **model_summary_stats**:
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  |  Summary Stat Key  | Value |
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  |--------------------------|-------|
 
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  }
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  ```
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+ **Training curve**:
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6541ec57982a653159bbcd4a/1FIGFEUxg8K406QfaZOzP.png)
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+
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+ **Embedding plots**:
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6541ec57982a653159bbcd4a/HMisJ4Kq0RrwZMxxAl75A.png)
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+
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  **model_summary_stats**:
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  |  Summary Stat Key  | Value |
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  |--------------------------|-------|