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README.md

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 extra_gated_heading: Please read the LICENSE to access this model
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-# Riffusion v1 Model Card
+# Riffusion
+
+Riffusion is an app for real-time music generation with stable diffusion.
+
+Read about it at https://www.riffusion.com/about and try it at https://www.riffusion.com/.
+
+* Web app: https://github.com/hmartiro/riffusion-app
+* Inference server: https://github.com/hmartiro/riffusion-inference
+* Model checkpoint: https://huggingface.co/riffusion/riffusion-model-v1
+
+This repository contains the model files, including:
+
+ * a diffusers formated library
+ * a compiled checkpoint file
+ * a traced unet for improved inference speed
+ * a seed image library for use with riffusion-app
+
+# Riffusion v1 Model
 
 Riffusion is a latent text-to-image diffusion model capable of generating spectrogram images given any text input. These spectrograms can be converted into audio clips.
 
 The model was created by [Seth Forsgren](https://sethforsgren.com/) and [Hayk Martiros](https://haykmartiros.com/) as a hobby project.
 
-You can use the Riffusion model directly, or try the [Riffusion web app](https://www.riffusion.com/). To learn more about the Riffusion project, please look at [our about page](https://www.riffusion.com/about).
+You can use the Riffusion model directly, or try the [Riffusion web app](https://www.riffusion.com/).
 
 The Riffusion model was created by fine-tuning the **Stable-Diffusion-v1-5** checkpoint. Read about Stable Diffusion here [🤗's Stable Diffusion blog](https://huggingface.co/blog/stable_diffusion).