Update model config and README

README.md

@@ -2,7 +2,6 @@
 tags:
 - image-classification
 - timm
-- transformers
 library_name: timm
 license: apache-2.0
 datasets:
@@ -27,7 +26,7 @@ There are a number of models in the lower end of model scales that originate in
 | betwixt | 640 | 2560 (4) | 10 | 12 | y |
 | base | 768 | 3072 (4) | 12 | 12 | n |
 | so150m2 | 832 | 2176 (2.57) | 13 | 21 | y |
-| so150 | 896 | 2304 (2.62) | 14 | 18 | y |
+| so150m | 896 | 2304 (2.62) | 14 | 18 | y |
 
 Pretrained on ImageNet-12k and fine-tuned on ImageNet-1k by Ross Wightman in `timm` using recipe template described below.
 
@@ -141,8 +140,9 @@ output = model.forward_head(output, pre_logits=True)
 ## Model Comparison
 | model | top1 | top5 | param_count | img_size |
 | -------------------------------------------------- | ------ | ------ | ----------- | -------- |
-| [vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k) | 87.930 | 98.502 | 136.33 | 384 |
-| [vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k) | 87.308 | 98.326 | 136.33 | 256 |
+| [vit_so150m2_patch16_reg1_gap_448.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_so150m2_patch16_reg1_gap_448.sbb2_e200_in12k_ft_in1k) | 88.068 | 98.588 | 136.33 | 448 |
+| [vit_so150m2_patch16_reg1_gap_384.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_so150m2_patch16_reg1_gap_384.sbb2_e200_in12k_ft_in1k) | 87.930 | 98.502 | 136.33 | 384 |
+| [vit_so150m2_patch16_reg1_gap_256.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_so150m2_patch16_reg1_gap_256.sbb2_e200_in12k_ft_in1k) | 87.308 | 98.326 | 136.33 | 256 |
 | [vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k) | 87.438 | 98.256 | 64.11 | 384 |
 | [vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k) | 86.608 | 97.934 | 64.11 | 256 |
 | [vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k) | 86.594 | 98.02 | 60.4 | 384 |
@@ -190,4 +190,4 @@ output = model.forward_head(output, pre_logits=True)
   journal={ICLR},
   year={2021}
 }
-```
+```