All Content tagged with Test & Optimize ML Models

I need best SLM for AWS Outpost can use Arabica and can have OCR.

I am following [AMZ Workshop : 02_fine-tuning_llama2.ipynb](https://github.com/aws-samples/amazon-bedrock-workshop/blob/main/03_Model_customization/02_fine-tuning_llama2.ipynb) to try to fine-tune the...

is there a tool to automate tests for aws lex, it's not the best way to make testes manually

Hi, We are considering using AWS Bedrock to test some of the integrated models (Titan, Llama, Claude etc). Before kicking off, we would like to know if there are any additional for using Bedrock apart...

The aws bedrock model pricing page doesn't provide much detail and I haven't heard back from an aws rep yet, could anyone confirm: 1. the pricing for llama2 2. Which Claude model (1 or 2) is being quo...

Hi! I found an error box in SageMaker Models, just like in the images below... Every model shows that error...  Ho...

I have implemented hyperparameter tuning using the 1.5-1 sagemaker xgboost container, for a binary classifier with a F1:validation objective, loading data from a csv file. Compared to a simple Randomi...

Are any components of the SageMaker Engine involved still during production ( inference) , I had a discussion with someone saying Sagemaker has nothing to do with production anymore because everything...

AWS SageMaker maintainers pushing everything into notebooks - pipelines, observability, endpoints, etc There is some heavy scripting with boto3 for helpers and integrations. There are very good abstr...

I am expermenting with a sagemaker serverless endpoint (sample code below to create an endpoint from aws documentation). but I keep getting error when the endpoint is invoked , has anyone run into th...

I see the CloudWatch Evidently [PutProjectEvents API](https://docs.aws.amazon.com/cloudwatchevidently/latest/APIReference/API_PutProjectEvents.html) returns an `eventId` attribute for each loaded even...

I'm exploring using the new [CloudWatch Evidently](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch-Evidently.html) feature for measuring success of recommendation model deplo...