[{"data":1,"prerenderedAt":53},["ShallowReactive",2],{"workflow-bedrock-model-customisation":3},{"id":4,"title":5,"cleanup":6,"contributors":9,"deploy":11,"description":14,"diagram":15,"extension":16,"framework":17,"gitHub":18,"introBox":24,"level":32,"meta":33,"resources":34,"s3URL":42,"services":43,"simplicity":45,"stem":46,"testing":47,"type":50,"usecase":51,"videoId":42,"__hash__":52},"workflows\u002Fworkflows\u002Fbedrock-model-customisation.json","Customise Amazon Bedrock Cohere Command Light model",{"text":7},[8],"Delete the stack: \u003Ccode>sam delete\u003C\u002Fcode>",[10],"content\u002Fcontributors\u002Fbiswanath-mukherjee.json",{"text":12},[13],"sam deploy --guided","The SAM template deploys a Step Functions workflow that creates custom model by fine tuning Amazon Bedrock Cohere Command Light model.","\u002Fassets\u002Fimages\u002Fworkflows\u002Fbedrock-model-customisation.png","json","AWS SAM",{"template":19},{"repoURL":20,"templateDir":21,"templateFile":22,"ASL":23},"https:\u002F\u002Fgithub.com\u002Faws-samples\u002Fstep-functions-workflows-collection\u002Ftree\u002Fmain\u002Fstepfunctions-bedrock-model-customisation-sam\u002F","stepfunctions-bedrock-model-customisation-sam","template.yaml","statemachine\u002Fbedrock-model-customisation.asl.json",{"headline":25,"text":26},"How it works",[27,28,29,30,31],"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.","300",{},{"bullets":35},[36,39],{"text":37,"link":38},"Amazon Bedrock user guide","https:\u002F\u002Fdocs.aws.amazon.com\u002Fbedrock\u002Flatest\u002Fuserguide\u002Fcustom-models.html",{"text":40,"link":41},"Customise Models in Amazon Bedrock Blog","https:\u002F\u002Faws.amazon.com\u002Fblogs\u002Faws\u002Fcustomize-models-in-amazon-bedrock-with-your-own-data-using-fine-tuning-and-continued-pre-training\u002F",null,[44],"bedrock","2 - Pattern","workflows\u002Fbedrock-model-customisation",{"text":48},[49],"See the GitHub repo for detailed testing instructions.","Standard","AI\u002FML\u002FGenAI","z7ETH3MDUTe8M8jxwi3B0RT0NyM8If3ukDXEvf7tanQ",1779273340398]