Models

The API provides access to several text-to-image models, each with its own strengths and weaknesses. There are two main categories: generalist models and finetuned models.

• Generalist models can generate a wide range of images from various domains, including photography and digital art in different styles and subjects.
• Finetuned models, on the other hand, are specialized models that have been trained to perform particularly well in a specific domain (ex: anime, photorealism, 3D renders, ...)

This article presents examples of image generation using different models. Please note that while some models may appear to perform better based on these examples, it is possible that other models may perform better with different prompts. As one image is not enough to represent the entirety of a model's capabilities, it is up to you to determine which models are most suitable for your use case based on your own judgment.

Native resolutions

Each model is associated to what is called its "native resolution". This is the resolution at which the model was trained, and the resolution at which it will perform best.

You can request images at any resolution, regardless of the native resolution of the model, smaller or larger. But the further you stray from the native resolution, the more the image may be degraded. For example, with very large resolutions, the image may lack coherence and the subject may be duplicated.

That being said, small deviations from the native resolution are usually fine.

Trigger prompts

Some models were trained to respond to particular "trigger prompts", which means that to activate their unique capabilities, you will need to include this trigger in your prompt, preferably towards the beginning.

Since the API offers you direct access to each model, you have the choice whether to include the trigger words in your prompt or not.

• some models like openjourney work well at generating the intended style without any trigger word (and just "amplify" the style if the words are included).
• most models require it
• some models might even offer multiple trigger words to choose from, offering multiple style variations. (like synthwavepunk_v2)

But generally speaking, we recommend to always include the trigger words in your prompt, at the beginning.

If the trigger contains *subject*, it is recommended to replace this by your intended subject. For example if the trigger is RAW photo, *subject*, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3, and you want to generate an image of a dog playing catch,

then your final prompt should be RAW photo, dog playing catch, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3

Model metadata API

You can programmatically request the list of available models and their metadata using the following API endpoint: GET /info

The response will be a JSON object, with the models listed in the models property, in the following format:

• id: the model ID, which you will need to use in your API requests
• name: the human-readable name of the model
• license: the license under which the model is distributed
• description: a short description of the model
• categories: a list of categories that the model belongs to
• function: a list of endpoints that the model supports (for example, most models are available with text2image and image2image, and the inpainting models are only available with inpainting)
• nativeResolution: {"width": ..., "height": ...}: the native resolution of the model
• triggers: a list of trigger prompts that the model supports, or null if the model does not support triggers

Models

Example image	Model ID	Description	Native resolution	Available Triggers
	abyss_orange_mix_2	An AI model capable of generating high-quality, highly realistic illustrations. It can generate elaborate and detailed illustrations that cannot be drawn by hand. It can also be used for a variety of purposes, making it extremely useful for design and artwork.	512x512	n/a
	analog_diffusion	Analog photographs	512x512	"analog style"
	anything_3_0	Very versatile high-quality anime style generator	512x512	n/a
	anything_4_0	This model is intended to produce high-quality, highly detailed anime style with just a few prompts. Like other anime-style Stable Diffusion models, it also supports danbooru tags to generate images.	512x512	n/a
	anything_5_0	Very versatile high-quality anime style generator	512x512	n/a
	basil_mix		512x512	n/a
	blood_orange_mix	Generate high-quality anime images	512x512	n/a
	cyberrealistic_1_3	Generate realistic photos	512x512	n/a
	deliberate	This model provides you the ability to create anything you want using very detailed prompts.	512x512	n/a
	deliberate_2	This model provides you the ability to create anything you want using very detailed prompts.	512x512	n/a
	dh_classicanime	A model finetuned on retro anime images	512x512	n/a
	disco_diffusion_style	Imitate the style of the Disco Diffusion AI	512x512	"a photo of ddfusion style"
	double_exposure_diffusion	Creates double exposure photography	512x512	"dublex style"
	dreamshaper	Generate high-quality digital paintings	512x512	n/a
	dreamshaper_5	Generate high-quality digital paintings	512x512	n/a
	dreamshaper_6	Generate high-quality digital paintings	512x512	n/a
	duchaiten_anime	Generate anime images with a subtle 3D effect	512x512	n/a
	duchaiten_darkside	DucHaitenDarkside is the dark side version of DucHaitenAIart, it does well with images with heavy atmosphere, as well as being able to create dramatic images like in the movies.	512x512	n/a
	duchaiten_dreamworld	Generate anime images with a subtle 3D effect	512x512	n/a
	eimis_anime_diffusion_1	High-quality and detailed anime images	512x512	n/a
	ely_orange_mix	Generate high-quality anime images	512x512	n/a
	emoji_diffusion	Emoji’s	512x512	"emoji"
	epic_diffusion_1	General purpose model focused on providing high quality output in a wide range of different styles,	512x512	n/a
	epic_diffusion_1_1	General purpose model focused on providing high quality output in a wide range of different styles,	512x512	n/a
	foto_assisted_diffusion	Photorealistic modern HDR photography style	512x512	n/a
	future_diffusion	High quality 3D images with a futuristic Sci-Fi theme.	512x512	"future style"
	hasdx	General purpose model for realistic images / photography / portraits	512x512	n/a
	iconsmi_appiconsmodelforsd	Mobile app icons	512x512	"IconsMi"
	inkpunk_diffusion	Ink drawings in cyberpunk style	512x512	"nvinkpunk"
	instruct_pix2pix	General instruction-following image model	512x512	n/a
	lowpoly_world	Generate small low poly worlds	512x512	"a photo of lowpoly_world"
	openjourney	Model fine tuned on the Midjourney style	512x512	"mdjrny-v4 style"
	openjourney_2	Model fine tuned on the Midjourney style	512x512	n/a
	openniji	Generate anime images	512x512	n/a
	paint_journey_2_768px	Oil paintings artwork characterized by intricate details, vibrant colors, and light that brings artwork to life.	768x768	"((oil painting))"
	papercut	Images of paper cut art	512x512	"mdjrny-pprct"
	pastel_mix	This model is made with the thought of imitating pastel-like art.	512x512	n/a
	portrait_plus	A model specialized to produce consistent portrait composition and consistent eyes.	512x512	"portrait+ style"
	realistic_vision_1_3	Generate realistic photos	512x512	"RAW photo, *subject*, high detailed skin, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3"
	redshift_diffusion	High resolution 3D artworks in the style of Cinema4D’s Redshift rendering engine	512x512	"redshift style"
	redshift_diffusion_768px	High resolution 3D artworks in the style of Cinema4D’s Redshift rendering engine	768x768	"redshift style"
	something_2	This model is intended to produce vibrant but soft anime style images.	512x512	n/a
	stable_diffusion_fluidart	Create images with stylish fluid art	512x512	"FluidArt"
	stable_diffusion_papercut	Images of paper cut art	512x512	"PaperCut"
	stable_diffusion_voxelart	Create images with voxel art	512x512	"VoxelArt"
	stablediffusion_1_4	A generalist Stable Diffusion model	512x512	n/a
	stablediffusion_1_5	A generalist Stable Diffusion model	512x512	n/a
	stablediffusion_2_0_512px	A generalist Stable Diffusion model	512x512	n/a
	stablediffusion_2_0_768px	A generalist Stable Diffusion model tuned for images of at least 768 pixels.	768x768	n/a
	stablediffusion_2_1_512px	A generalist Stable Diffusion model	512x512	n/a
	stablediffusion_2_1_768px	A generalist Stable Diffusion model tuned for images of at least 768 pixels.	768x768	n/a
	stablediffusion_inpaint_1	A generalist inpainting model	512x512	n/a
	stablediffusion_inpaint_2	A generalist inpainting model	512x512	n/a
	steampunk_diffusion	Specialized for steampunk-style images	512x512	"Steampunk-Character"
	synthwavepunk_v2	Cyperpunk / Synthwave style	512x512	"snthwve style" "nvinkpunk"
	texture_diffusion	Flat diffuse textures with very little visible lighting/shadows.	512x512	"pbr"
	trinart_2_0	Generate anime images	512x512	n/a
	tshirt_diffusion	Stunning designs intended to be printed on t-shirts	512x512	"(as a t-shirt logo in the style of <magifactory> art)"
	vectorartz_diffusion	Generate beautiful vector illustration	512x512	"vectorartz"
	vintedois_diffusion_v0_1	Beautiful images with simple prompts	512x512	"estilovintedois"
	vox_2	Objects made out of voxels	512x512	"voxel-ish"
	waifudiffusion_1_3	Anime images using danbooru tags	512x512	n/a
	waifudiffusion_1_4	High-quality anime images	512x512	n/a