Update README.md

README.md

@@ -185,7 +185,8 @@ model-index:
 
 
 
-## Model Details
+
+### Model Description
 
 <!-- Provide a longer summary of what this model is. -->
 
@@ -252,10 +253,9 @@ Use the code below to get started with the model.
 
 ### Training Data
 
-<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
-
 - [2024-mcm-everitt-ryan/benchmark](https://huggingface.co/datasets/2024-mcm-everitt-ryan/benchmark)
 
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
 
 #### Training Hyperparameters
 
@@ -278,14 +278,14 @@ accelerator_config="{'split_batches': False, 'dispatch_batches': None, 'even_bat
        macro avg       0.82      0.67      0.70       640
     weighted avg       0.82      0.67      0.70       640
      samples avg       0.70      0.72      0.70       640
+    
+
 
 
 ## Environmental Impact
 
 <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
 
-Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
-
 - **Hardware Type:** 1 X NVIDIA L40S
 - **Hours used:** 0.27
 - **Cloud Provider:** N/A
@@ -293,6 +293,7 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 - **Carbon Emitted:** N/A
 
 
+
 ### Compute Infrastructure
 
 - Linux 6.5.0-35-generic x86_64