amazon-sagemaker-examples
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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
*Issue #, if available:* *Description of changes: Update SMMP GPT2 script with the latest changes, the main changes are: - Removed fp16 folder as fp16 related functions/wrappers are integrated into...
I'm currently deploying a Jupyter Notebook inside a docker container via this github: https://github.com/aws-samples/sagemaker-run-notebook Sagemaker creates a 'processing job' which launches my docker container and runs the jupyter notebook within...
*Issue #, if available:* *Description of changes:* *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out after creating the PR....
**Link to the notebook** https://github.com/aws-samples/reinvent2018-srv404-lambda-sagemaker/blob/master/training/sms_spam_classifier_mxnet.ipynb **Describe the bug** I am writing a lifecycle configuration script, I can run the script well on a notebook terminal:  However, when I try...
**Link to the notebook** Add the link to the notebook. https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker-python-sdk/pytorch_batch_inference/sagemaker_batch_inference_torchserve.ipynb **Describe the bug** A clear and concise description of what the bug is. Run the notebook, i found the...
*Issue #, if available:* *Description of changes:* *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out after creating the PR....
Hello team - I'm having issues with the new Lambda function URL invoking a Sagemaker endpoint. When I test the following, it works, however when I click the 'function url',...
*Issue #, if available:* *Description of changes:* This notebook demonstrates using Amazon SageMaker Model Monitor to detect data drift in NLP using Maximum Mean Discrepancy (MMD) distance measure *Testing done:*...
**Link to the notebook** [Github Link to Notebook.](https://github.com/migueldft/byo-sac-emails/blob/master/deploy_model.ipynb) **Describe the bug** I am working on to deploy my model using a custom container. I have already managed to fit (train)...
**Link to the notebook** [here is the link to the notebook](https://sagemaker-examples.readthedocs.io/en/latest/step-functions-data-science-sdk/machine_learning_workflow_abalone/machine_learning_workflow_abalone.html) **Describe the bug** Error when executing the state machine in the stepfunctions **To reproduce** Just follow exact steps in...
