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README.md

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 # Playground v2 – 512px Base Model
 
-This repository contains a base (pretrain) model that generates images of resolution 512x512. It is meant primarily for research purposes. It does not tend to produce highly aesthetic images. You can use the model with Hugging Face 🧨 Diffusers.
+This repository contains a base (pretrain) model that generates images of resolution 512x512. 
+
+**This model is primarily for research purposes. It does not tend to produce highly aesthetic images.**
+
+You can use the model with Hugging Face 🧨 Diffusers.
 
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 | [playground-v2-512px-base](https://huggingface.co/playgroundai/playground-v2-512px-base)     | 9.55   | 32.08      |
 
 
-Apart from playground-v2-1024px-aesthetic, we release intermediate checkpoints at different training stages to the community in order to foster foundation model research in pixels. Here, we report the FID score and CLIP score on the MSCOCO14 evaluation set for the reference purposes. (Note that our reported numbers may differ from the numbers reported in SDXL’s published results, as our prompt list may be different.)
+Apart from [playground-v2-1024px-aesthetic](https://huggingface.co/playgroundai/playground-v2-1024px-aesthetic), we release intermediate checkpoints at different training stages to the community in order to foster foundation model research in pixels. Here, we report the FID score and CLIP score on the MSCOCO14 evaluation set for the reference purposes. (Note that our reported numbers may differ from the numbers reported in SDXL’s published results, as our prompt list may be different.)