Sold by: Stability AIÂ
Deployed on AWS
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One of the most customizable and accessible image models available, maintaining top-tier performance in prompt adherence and image quality.
Overview
We prioritized customizability to offer a flexible base to build upon. To achieve this, we integrated Query-Key Normalization into the transformer blocks, stabilizing the model training process and simplifying further fine-tuning and development.
Greater variation in outputs from the same prompt with different seeds may occur, which is intentional as it helps preserve a broader knowledge-base and diverse styles in the base models.
Highlights
- Customizability: Easily fine-tune the model to meet your specific creative needs, or build applications based on customized workflows.
- Efficient Performance: Optimized to run on standard consumer hardware without heavy demands, especially the Stable Diffusion 3.5 Medium and Stable Diffusion 3.5 Large Turbo models.
- Diverse Outputs: Creates images representative of the world, not just one type of person, with different skin tones and features, without the need for extensive prompting. Versatile Styles: Capable of generating a wide range of styles and aesthetics like 3D, photography, painting, line art, and virtually any visual style imaginable.
Details
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Latest version
Deployed on AWS
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Features and programs
Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
Free trial
Try this product free for 30 days according to the free trial terms set by the vendor.
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/host/hour |
|---|---|---|
ml.g4dn.12xlarge Inference (Batch) Recommended | Model inference on the ml.g4dn.12xlarge instance type, batch mode | $0.00 |
ml.p5.48xlarge Inference (Real-Time) Recommended | Model inference on the ml.p5.48xlarge instance type, real-time mode | $136.98 |
Vendor refund policy
Refunds will not be offered.
Legal
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Content disclaimer
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Delivery details
Amazon SageMaker model
An Amazon SageMaker model package is a pre-trained machine learning model ready to use without additional training. Use the model package to create a model on Amazon SageMaker for real-time inference or batch processing. Amazon SageMaker is a fully managed platform for building, training, and deploying machine learning models at scale.
Deploy the model on Amazon SageMaker AI using the following options:
Version release notes
The initial relase of Stable Diffusion 3.5 Large
Additional details
Inputs
- Summary
"prompt": String, content to generate. Required.
"negative_prompt": String, unwanted content.
"mode": 'text-to-image' or 'image-to-image'. Default: 'text-to-image'.
"strength": Float in [ 0 .. 1 ]. Required if mode 'image-to-image'.
"seed": Integer in [ 0 .. 4294967294 ]. Default: 0.
"output_format": png or jpeg. Default: png
"image": Required for mode 'image-to-image'.
"aspect_ratio": In "16:9", "1:1", "21:9", "2:3", "3:2", "4:5", "5:4", "9:16", "9:21". Default: "1:1".
- Limitations for input type
- Long prompts will be truncated to the inital 10000 characters. Connections held open for more than 60s will be dropped.
- Input MIME type
- application/json
params = {
"prompt": "a high-def photograph of a fisherman on the beach, caribean island, storm clouds",
"seed": 101,
"aspect_ratio": "21:9",
"output_format": "jpeg",
}
payload = json.dumps(params).encode("utf-8")
https://platform.stability.ai/docs/api-reference#tag/Generate
Input data descriptions
The following table describes supported input data fields for real-time inference and batch transform.
Field name | Description | Constraints | Required |
|---|---|---|---|
prompt | A string describing the content to be generated. We recommend using descriptive prompts in natural language. Any prompt with more than 10000 characters will be truncated to the initial 1000 characters. Prompts will also be moderated for content. Required. | Type: FreeText
Limitations: Long prompts will be truncated to the initial 10000 characters. | Yes |
negative_prompt | A string describing content that is not wanted in the generated image. The generation will be "steered away" from this content. Optional. | Default value: None
Type: FreeText
Limitations: Long negative prompts will be truncated to the initial 10000 characters. | No |
mode | One of 'text-to-image' or 'image-to-image'. Describes whether the generation takes an initial image as well as a prompt. Defaults to 'text-to-image'. Optional. | Default value: 'text-to-image'
Type: FreeText
Limitations: One of 'text-to-image' or 'image-to-image'. | No |
strength | A float in [ 0 .. 1 ]. Sometimes referred to as denoising, this parameter controls how much influence the image parameter has on the generated image. A value of 0 would yield an image that is identical to the input. A value of 1 would be as if you passed in no image at all. This is only used for image-to-image requests. Required if mode is 'image-to-image'. | Default value: 1.0
Type: Continuous
Minimum: 0
Maximum: 1.0 | No |
seed | An integer in [ 0 .. 4294967293]. Used to initialize the random processes used to generate the image. Fixing the seed ensures that the image generation is reproducible. A seed of 0 means that a new seed will be selected randomly from the available range each time. Defaults to 0. Optional. | Default value: 0
Type: Integer
Minimum: 0 | No |
output_format | One of png or jpeg. Defaults to png. Determines the type of the returned image. Optional.
| Default value: png
Type: Categorical
Allowed values: png, jpeg | No |
image | Used to pass in an initial image if mode is 'image-to-image'. The image should be a base64 encoded jpeg, png or webp. Required if mode is 'image-to-image'. | Default value: Required only if mode is 'image-to-image'.
Type: FreeText
Limitations: SHould be a base64 encoded jpeg, png or webp image. Every side must be at least 64 pixels. | No |
aspect_ratio | A string in "16:9", "1:1", "21:9", "2:3", "3:2", "4:5", "5:4", "9:16", "9:21". Determines the shape of the generated image. For best results, choose a shape appropriate to your required image, such as portrait, landscape, or a longer banner shape for text. Defaults to "1:1". Optional. | Default value: "1:1"
Type: Categorical
Allowed values: "16:9", "1:1", "21:9", "2:3", "3:2", "4:5", "5:4", "9:16", "9:21" | No |
Support
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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Customer reviews
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10 external reviews
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Consulting
Stable diffusion review
Reviewed on Jun 12, 2024
Review provided by G2
What do you like best about the product?
We can create photos for our projects, goods, or services without being concerned about any legal fallout.
What do you dislike about the product?
Pricing can have segmentation for user groups
What problems is the product solving and how is that benefiting you?
It provides better accuracy in terms of generating images and it saves time since we don't have to worry about verifying its legality
Anant K.
The Best advanced image model out there
Reviewed on May 20, 2024
Review provided by G2
What do you like best about the product?
I recently used Stable Diffusion 3. I found the text to image capabilities to be absolutely top class. The level of spelling abilities and image quality is just remarkable
What do you dislike about the product?
When it comes to Stable Music, I think the platform has some distance to go. The functionality is a bit weak and offers a lot of room for improvement
What problems is the product solving and how is that benefiting you?
I think it reduces workload for organizations looking to streamline human intensive tasts. It can be very cost efficient if this technology is deployed at scale
Sumit P.
Better way to transform personal ideas into reality
Reviewed on Apr 27, 2024
Review provided by G2
What do you like best about the product?
I'm studying it to use at my wife's company (swags, t-shirts, DTF, sublimations, all sorts of personalized products) to create some unique images. After two weeks of putting so many hours into it, I finally managed to consistently get the results I was looking for. The next steps is to develop a workflow to generate a few collections. I might have something in two or three weeks.
One thing I would love to do is create a simpler front-end to SD where my customer could type prompts and select the images to order products :)
One thing I would love to do is create a simpler front-end to SD where my customer could type prompts and select the images to order products :)
What do you dislike about the product?
Developing a workflow to generate collections could be time-consuming and complex, requiring careful planning and coordination between different stages of the design process.
What problems is the product solving and how is that benefiting you?
Graphic design and logo designing
Rahul S.
Great AI model for generating high quality images from prompts and images.
Reviewed on Apr 16, 2024
Review provided by G2
What do you like best about the product?
Stable Diffusion is the best AI model which helps us generate very high quality images for our websites. It generates images from both our prompts as well as our images. They offers the cheapest price for their image generating credits. It also offers alots of images styles and sizes for generating our required images for our websites and social medias.
What do you dislike about the product?
It is not yet the most capable Image generating AI model as it lacks in generating complex images.
What problems is the product solving and how is that benefiting you?
Stable Diffusion has multiple AI models which provides us with high demanding image generating features like Negative prompting, style selection, aspect ratio and seeding, which helped us generate our images with precise styling and aspect ratio for our blog page and social media posts. It supports generating images from both prompts as well as images, which helped us replace our old images on our blogs with latest and high quality images.
Oscar P.
I must say I'm thoroughly impressed
Reviewed on Feb 29, 2024
Review provided by G2
What do you like best about the product?
The accuracy and quality of the generated images far exceeded my expectations. The process was seamless, and I was amazed at how quickly I could turn my textual descriptions into visually stunning images. Not only did the service save me valuable time, but it also allowed me to unleash my creativity in ways I never thought possible.
What do you dislike about the product?
Time and credit management should improve.
What problems is the product solving and how is that benefiting you?
Creation of contextual images for social meda posts and news websites.