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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

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*Issue #, if available:* N/A *Description of changes:* The URL of the CI badge on the notebook was outdated and resulted in an error. Fixed with reference to related pull...

*Issue #, if available:* *Description of changes:* As of 4/2024, SageMaker hosted RL containers will no longer accept pull requests from new customers. *Testing done:* N/A ## Merge Checklist _Put...

**Link to the notebook** Add the link to the notebook. https://github.com/aws/amazon-sagemaker-examples **Describe the bug** A clear and concise description of what the bug is. When you click on the Train...

Bumps [pillow](https://github.com/python-pillow/Pillow) from 9.4.0 to 10.3.0. Release notes Sourced from pillow's releases. 10.3.0 https://pillow.readthedocs.io/en/stable/releasenotes/10.3.0.html Changes CVE-2024-28219: Use strncpy to avoid buffer overflow #7928 [@​hugovk] Use functools.lru_cache for hopper() #7912 [@​hugovk]...

type: dependencies

**Describe the bug** I'm trying to deploy meta-textgeneration-llama-codellama-7b jumpstart model endpoints using python. In sage-maker notebook code works fine. But deployed same code in app.py file giving an error of...

*Issue #, if available:* The `basic-pipeline-batch-inference.ipynb` notebook failed in the distribution image for the version conflicts: ``` ValueError: Mismatched version between the Python package and the native shared object. Python...

*Issue #, if available:* No Issue Number. *Description of changes:* The function `pd.io.json.json_normalize` has been deprecated, and returns an error whenever a user runs the notebooks that use the function....

Deploy this TheBloke/vicuna-13B-v1.5-GGUF model on AWS I want to use this model as an endpoint in my web application in this format: ![image](https://github.com/aws/amazon-sagemaker-examples/assets/76880965/cc082c6e-6e03-4993-9377-c4ede41972df) Chatbot Requirements 1. Scope: Chatbot (Encoder/Decoder for...

**Link to the notebook** https://github.com/aws-samples/aws-healthcare-lifescience-ai-ml-sample-notebooks/blob/main/workshops/Molecular-property-prediction/hiv-inhibitor-prediction-dgl/molecule-hiv-inhibitor-prediction-sagemaker.ipynb **Describe the bug** Getting an error during import of dgl with sagemaker studio for the above notebook. I was getting this error with a GNN...

**Link to the notebook** [Hugging Face BERT Inference Recommender Job](https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker-inference-recommender/huggingface-inference-recommender/huggingface-inference-recommender.ipynb) **Describe the bug** 6. Instance Recommender cell fails **To reproduce** Execute all cells, cell 20 with 'Running the Inference recommender...