Better description

README.md

@@ -15,6 +15,15 @@ The v1 embeddings were trained for 4000 iterations with a batch size of 2 and a
 **Knollingcase v2**:
 
 
+**Knollingcase v3**:
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+The v3 embeddings were trained for 4000-6250 iterations with a batch size of 4 and a text dropout of 10%, using Automatic1111's WebUI. A total of 86 training images were used.
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+**Knollingcase v4**:
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+The v4 embeddings were trained for 4000-6250 iterations with a batch size of 4 and a text dropout of 10%, using Automatic1111's WebUI. A total of 116 training images were used.
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+
 To use the embeddings, download and then rename the file to whatever trigger word you want to use.
 
 The knollingcase style is considered to be a concept inside a sleek (sometimes scifi) display case with transparent walls, and a minimalistic background.