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gradient-ai · Dec 21, 2021 · a2e38ee · a2e38ee
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 # GLIDE
 
-This is the official codebase for running the small, filtered-data GLIDE model from [GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models](openai.com).
+This is the official codebase for running the small, filtered-data GLIDE model from [GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models](https://arxiv.org/abs/2112.10741).
 
 For details on the pre-trained models in this repository, see the [Model Card](model-card.md).
 

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 # Overview
 
 This card describes the diffusion model GLIDE (filtered) and noised CLIP model described in the paper [GLIDE: Towards
-Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.][glide_arxiv]
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-[glide_arxiv]: TODO
+Photorealistic Image Generation and Editing with Text-Guided Diffusion Models][https://arxiv.org/abs/2112.10741]
 
 # Datasets