While previous models were designed to be more generalist, 4.4 was trained to specifically focus on photorealism, especially for fantasy and science fiction subjects.










Version 4.1 was trained with PonyXL v6 as the base, using a dataset of over 24k images, selected to teach concepts that were missing from the model, and 4.0 was based on AnimagineXL. 4.2 was a merge between 4.1 and 4.0, with further training afterwards to stabilize the merge and add styles besides anime. As a result, usage of this model needs to adhere to the licenses of both Pony and Animagine. The main focuses of this model are , holding weapons, and horror/monster themes, (which is where the "unsafe" name comes from) but it is meant to be a generalist model capable of handling images with or without those concepts. There is also a focus on being able to prompt expressions and general art styles.
Due to using an anime model trained on booru tags as a base, this version fully trained the text encoder, so it should have much better prompt adherence when using booru tags, but will have worse natural language performance. Because it has been trained on a variety of styles, you'll get more consistent results if you specifically prompt for the style you want, such as "photorealistic", "realistic", "3d", "anime", "cel shading", "painterly", "1980s (style)", "oil painting (medium)".
While previous models were designed to be more generalist, 4.4 was trained to specifically focus on photorealism, especially for fantasy and science fiction subjects.
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