Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.
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Stable Diffusion 3.5 Large Free trial
By:
Latest Version:
SD3_5L_v1
One of the most customizable and accessible image models available, maintaining top-tier performance in prompt adherence and image quality.
Product 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.
Key Data
Version
Categories
Type
Model Package
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.
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Pricing Information
Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.
Contact us to request contract pricing for this product.
Estimating your costs
Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.
Version
Region
Software Pricing
Model Realtime Inference$136.98/hr
running on ml.p5.48xlarge
Model Batch Transform$0.00/hr
running on ml.g4dn.12xlarge
Infrastructure PricingWith Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
SageMaker Realtime Inference$113.07/host/hr
running on ml.p5.48xlarge
SageMaker Batch Transform$4.89/host/hr
running on ml.g4dn.12xlarge
About Free trial
Try this product for 30 days. There will be no software charges, but AWS infrastructure charges still apply. Free Trials will automatically convert to a paid subscription upon expiration.
Model Realtime Inference
For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.InstanceType | Realtime Inference/hr | |
---|---|---|
ml.p5.48xlarge Vendor Recommended | $136.98 |
Usage Information
Model input and output details
Input
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/jsonSample input data
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")
Output
Summary
The model returns base64-encoded images in the format specified in the request.
Output MIME type
application/jsonSample output data
Sample notebook
End User License Agreement
By subscribing to this product you agree to terms and conditions outlined in the product End user License Agreement (EULA)
Support Information
AWS Infrastructure
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.
Learn MoreRefund Policy
Refunds will not be offered.
Customer Reviews
Consulting
Stable diffusion review
Jun 12, 2024
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 groupsWhat problems is the product solving and how is that ... Read more
without being concerned about any legal fallout.What do you dislike about the product?Pricing can
have segmentation for user groupsWhat problems is the product solving and how is that ... Read more
Anant K.
The Best advanced image model out there
May 20, 2024
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
remarkableWhat do you dislike about the product?When it comes to Stable Music, I think t... Read more
capabilities to be absolutely top class. The level of spelling abilities and image quality is just
remarkableWhat do you dislike about the product?When it comes to Stable Music, I think t... Read more
Sumit P.
View allBetter way to transform personal ideas into reality
Apr 27, 2024
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 look... Read more
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 look... Read more
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