Update README.md

README.md

@@ -13,9 +13,9 @@ inference: true
     
 # TemporalNetXL
 
-This is TemporalNet1XL, it is a retrain of the controlnet TemporalNet1 with Stable Diffusion XL.
+This is TemporalNet1XL, it is a re-train of the controlnet TemporalNet1 with Stable Diffusion XL.
 
-This does not use the control mechanism of TemporalNet2 as it would require some additional work to adapt the diffusers pipeline to work with a 6 channel input.
+This does not use the control mechanism of TemporalNet2 as it would require some additional work to adapt the diffusers pipeline to work with a 6-channel input.
 
 In order to run, simply use the script "runtemporalnetxl.py" after installing the normal diffusers requirements and specify the following command line arguments:
 
@@ -27,4 +27,4 @@ In order to run, simply use the script "runtemporalnetxl.py" after installing th
 
 --output_frames_dir (optional) the output directory
 
---init_image_path (optional) it is recommended you get the first frame, modify it to a good starting look with stable diffusion, and use that as the first generated frame, if unspecified it will use the first video frame (not reccomened)
+--init_image_path (optional) it is recommended you get the first frame, modify it to a good starting look with stable diffusion, and use that as the first generated frame, if unspecified it will use the first video frame (not recommended)