Update model config and README

README.md

@@ -13,7 +13,7 @@ A ResNet image classification model. Trained on ImageNet-1k by Ross Wightman.
 
 Trained with `timm` scripts using hyper-parameters inspired by the MobileNet-V4 small, mixed with go-to hparams from `timm` and "ResNet Strikes Back".
 
-A collection of hparam (timm .yaml config files) for this training series can be found here: https://gist.github.com/rwightman/f6705cb65c03daeebca8aa129b1b94ad
+A collection of hparams (timm .yaml config files) for this training series can be found here: https://gist.github.com/rwightman/f6705cb65c03daeebca8aa129b1b94ad
 
 ## Model Details
 - **Model Type:** Image classification / feature backbone