Update README.md

README.md

@@ -25,13 +25,6 @@ This model uses the TimmAutoModel with accuracy as the main parameter and multi
 - **License:** MIT
 - **Finetuned from model:** TimmAutoModel
 
-### Model Sources [optional]
-
-<!-- Provide the basic links for the model. -->
-
-- **Repository:** {{ repo | default("[More Information Needed]", true)}}
-
-
 ## Uses
 
 <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
@@ -85,7 +78,7 @@ This model was trained with an AutoML process with accuracy as the main metrics.
 
 #### Training Hyperparameters
 
-- **Training regime:** {{ training_regime | default("[More Information Needed]", true)}} <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+This model used an adam optimizer, a learning rate decay of 0.9 to increase optimization speed, and 5 epochs with additional mix-up to improve robustness. 
 
 
 ## Evaluation