dgallitelli/sagemaker-ai
v1.1.0MIT
Portable Agent Plugin for Amazon SageMaker AI development and operations.
commands
- uvx awslabs.sagemaker-ai-mcp-serverlatest
env
- FASTMCP_LOG_LEVEL
scripts
- sagemaker-ai
- assets/hyperpod/lifecycle-script-example.sh
- scripts/hyperpod/check-quotas.sh
- scripts/hyperpod/diagnose-cluster.sh
- scripts/hyperpod/validate-prerequisites.sh
- scripts/hyperpod/validate-vpc-config.sh
- scripts/llm-training/fetch_dlc_images.py
- scripts/llm-training/fetch_instance_info.py
- scripts/llm-training/inspect_requirements.py
- scripts/llm-training/validate_dataset.py
15 more
- templates/inference.py
- templates/launcher.py
- templates/llm-training/cpt_hf.py
- templates/llm-training/dpo_trl.py
- templates/llm-training/hyperpod/submit_slurm.sh
- templates/llm-training/launch_training_job.py
- templates/llm-training/lora_peft.py
- templates/llm-training/qlora_peft.py
- templates/llm-training/sft_trl.py
- templates/llm-training/trainium/lora_neuron.py
- templates/llm-training/trainium/sft_neuron.py
- templates/train_pytorch.py
- templates/train_qlora.py
- templates/train_sklearn.py
- templates/train_xgboost.py
plugin.json
- name
- sagemaker-ai
- version
- 1.1.0
- description
- Portable Agent Plugin for Amazon SageMaker AI development and operations.
- author
- Davide Gallitellihttps://github.com/dgallitelli
- license
- MIT
mcp.json
- awslabs.sagemaker-aistdiouvx awslabs.sagemaker-ai-mcp-server@latest
{
"$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
"name": "sagemaker-ai",
"version": "1.1.0",
"description": "Portable Agent Plugin for Amazon SageMaker AI development and operations.",
"author": {
"name": "Davide Gallitelli",
"url": "https://github.com/dgallitelli"
},
"homepage": "https://github.com/dgallitelli/sagemaker-ai-agent-plugin",
"repository": "https://github.com/dgallitelli/sagemaker-ai-agent-plugin",
"license": "MIT",
"keywords": [
"amazon-sagemaker",
"aws",
"machine-learning",
"mlops",
"agent-skills"
]
}
What else this package ships
These files come with the package and this site does not publish them. They are listed so you know what is there before you install it.
- 18Python files
- 6shell scripts
- 3YAML files
- cluster-config-slurm.json
- LICENSE