Model Description: This is a model that can be used to generate and modify images based on text prompts. See also the article about the BLOOM Open RAIL license on which our license is based. License: The CreativeML OpenRAIL M license is an Open RAIL M license, adapted from the work that BigScience and the RAIL Initiative are jointly carrying in the area of responsible AI licensing. Model type: Diffusion-based text-to-image generation model uses more VRAM - suitable for fine-tuningĭeveloped by: Robin Rombach, Patrick Esser

v1-5-pruned.ckpt - 7.7GB, ema+non-ema weights.

v1-5-pruned-emaonly.ckpt - 4.27GB, ema-only weight.

Prompt = 'a photo of an astronaut riding a horse on mars'įor more detailed instructions, use-cases and examples in JAX follow the instructions here Pipe = om_pretrained(model_id, torch_dtype=torch.float16)

Model_id = 'runwayml/stable-diffusion-v1-5' You can use this both with the 🧨Diffusers library and the RunwayML GitHub repository.įrom diffusers import StableDiffusionPipeline

The Stable-Diffusion-v1-5 checkpoint was initialized with the weights of the Stable-Diffusion-v1-2Ĭheckpoint and subsequently fine-tuned on 595k steps at resolution 512x512 on 'laion-aesthetics v2 5+' and 10% dropping of the text-conditioning to improve classifier-free guidance sampling. Stable Diffusion is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input.įor more information about how Stable Diffusion functions, please have a look at 🤗's Stable Diffusion blog.

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