Make it compatible with latest changes

conv_type: str = None, #Use inflated_conv_3d for TuneAVideo,
use_temporal_transformer: bool = True, #Use false for TuneAVideo
use_temporal_conv:bool = True, #Use false for TuneAVideo
sub_blocks_type: str = '2d' #Use 2d for ResNet2D, Transformer2D blocks in DownBlock3D. This is in TuneAVideo

unet/config.json

@@ -40,5 +40,9 @@
     "CrossAttnUpBlock3D"
   ],
   "upcast_attention": false,
-  "use_linear_projection": false
+  "use_linear_projection": false,
+  "conv_type": "inflated_conv_3d",
+  "use_temporal_transformer": false, 
+  "use_temporal_conv": false,
+  "sub_blocks_type": "3d",
 }