v3.5.0

Features

• Feature Store v3: New version of Feature Store functionality
• Batch job listing by share identifier: Added support for listing Batch jobs filtered by share identifier
• Stop condition for model customization trainers: Added stopping condition support to model customization trainers
• EMRStep smart output: Enhanced EMR step output handling with smart output capabilities
• Transform AMI version support: Added support for specifying AMI version in SageMaker transform jobs

Enhancements

• Inference pipeline notebook example: Added example notebook demonstrating inference pipeline usage
• Migration documentation: Added migration documentation

Bug Fixes

• Model Customization bugs: Fixed multiple issues in Model Customization functionality
• Default stopping condition removal: Removed default stopping condition for MC trainer to prevent conflicts
• Instance groups parameter handling: Fixed issue where default instance_type/instance_count were incorrectly applied when instance_groups was set
• JumpStart alt config resolution: Resolved alternative configuration resolution for JumpStart models
• Inference processor naming: Updated inference processor identifier from 'inf2' to 'neuronx'
• HuggingFace Neuronx PyTorch version: Corrected the PyTorch version for HuggingFace Neuronx
• License additions: Added license to sagemaker-mlops and sagemaker-serve packages