Update README.md

README.md

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----
-license: cc-by-4.0
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+---
+license: cc-by-4.0
+pipeline_tag: image-to-image
+tags:
+- pytorch
+- super-resolution
+- pretrain
+---
+
+[Link to Github Release](https://github.com/Phhofm/models/releases/tag/4xmssim_mosr_pretrain)
+
+# 4xmssim_mosr_pretrain
+
+Scale: 4  
+Architecture: [MoSR](https://github.com/umzi2/MoSR)  
+Architecture Option: [mosr](https://github.com/umzi2/MoSR/blob/95c5bf73cca014493fe952c2fbc0bdbe593da08f/neosr/archs/mosr_arch.py#L117)  
+
+Author: Philip Hofmann  
+License: CC-BY-0.4  
+Purpose: Pretrained  
+Subject: Photography  
+Input Type: Images  
+Release Date: 25.08.2024  
+
+Dataset: [nomosv2](https://github.com/muslll/neosr/?tab=readme-ov-file#-datasets)  
+Dataset Size: 6000  
+OTF (on the fly augmentations): No  
+Pretrained Model: None  
+Iterations: 420'000  
+Batch Size: 6  
+Patch Size: 64  
+
+Description:   
+A 4x [MoSR](https://github.com/umzi2/MoSR) pretrain model with mssim only on the Nomos2 dataset, usable as a pretrain when starting training new mosr models.  
+
+Training metrics graphs:  
+![image](https://github.com/user-attachments/assets/b66b75d8-f83c-4b6e-8094-ef5e5cba9c81)  
+
+Showcase:  
+[Slowpics](https://slow.pics/c/T59QQaQ0)