The SAM template deploys a Step Functions workflow that creates custom model by fine tuning Amazon Bedrock Cohere Command Light model.
Upload the training data in JSON Line format into the Amazon S3 bucket.
Start the AWS Step Functions Workflow using the `start-execution` api command with the input payload in JSON format.
The workflow invokes Amazon Bedrock's `CreateModelCustomizationJob` API to fine tune `Cohere Command Light` model with the traing data from the Amazon S3 bucket.
The workflow periodically checks for the status of the `CreateModelCustomizationJob`.
Once the custom fine tuned `Cohere Command Light` is created, the workflow invokes Amazon Bedrock's `CreateProvisionedModelThroughput` API to create a Provisioned Throughput with no commitment.
< Back to all workflows
Clone repo
git clone https://github.com/aws-samples/step-functions-workflows-collection/tree/main/stepfunctions-bedrock-model-customisation-sam/cd step-functions-workflows-collection/stepfunctions-bedrock-model-customisation-sam
Deploy
sam deploy --guided
Testing
See the GitHub repo for detailed testing instructions.
Cleanup
Delete the stack:
sam deleteCreated by:
