Amazon bedrock custom model

Question

Can we use Bedrock (stable-diffusion/) on the cloud for model training? If so, what is the estimated cost?

Accepted Answer

Hi,

Yes, Bedrock models can be trained on customer data with full privacy protected. See https://aws.amazon.com/blogs/aws/customize-models-in-amazon-bedrock-with-your-own-data-using-fine-tuning-and-continued-pre-training/

On training costs, the blog above says: 
```
Model customization is charged per tokens processed. This is the number of tokens in the training 
dataset multiplied by the number of training epochs. An epoch is one full pass through the training 
data during customization. Model storage is charged per month, per model. Inference is charged hourly 
per model unit using provisioned throughput. For detailed pricing information, see Amazon Bedrock Pricing.
```

But, currently Stable AI models are not supported for fine tuning: see https://aws.amazon.com/bedrock/pricing/

Best,

Didier

Answer

Yes you can finetune Stable Diffusion models on both Bedrock and Sagemaker :

Bedrock :

> https://www.youtube.com/watch?v=Sljz2fV558A

You may want to focus on the minute 32:50
For pricing you may see this :

> What is Amazon Bedrock? - Amazon Bedrock pricing - https://docs.aws.amazon.com/bedrock/latest/userguide/what-is-bedrock.html#bedrock-pricing

SageMaker :

> https://aws.amazon.com/blogs/machine-learning/fine-tune-text-to-image-stable-diffusion-models-with-amazon-sagemaker-jumpstart/

> https://www.youtube.com/watch?v=wMZ9VzGTyJc

Amazon bedrock custom model

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