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Update README.md

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@@ -7,4 +7,7 @@ license: creativeml-openrail-m
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  Major improvements from v1 will include:
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  - 25% more variations
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  - more capable of generating story-like prompts, using contrastive search instead of greedy search
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- - removed prompts that generate images with nsfw scores >= 0.5
 
 
 
 
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  Major improvements from v1 will include:
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  - 25% more variations
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  - more capable of generating story-like prompts, using contrastive search instead of greedy search
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+ - cleaned training data
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+ * removed prompts that generate images with nsfw scores >= 0.5
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+ * removed duplicates (including prompts that differ by capitalization and punctuations)
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+ * removed punctuations in random places