Name		Name	Last commit message	Last commit date
LICENSE		LICENSE
README.md		README.md
manual_llm_creation.md		manual_llm_creation.md
manual_llm_evaluation.md		manual_llm_evaluation.md
manual_llm_inference.md		manual_llm_inference.md
manual_llm_pretraining.md		manual_llm_pretraining.md
resource_dev_machine.md		resource_dev_machine.md
resource_dev_tool.md		resource_dev_tool.md
resource_dev_tool_ai.md		resource_dev_tool_ai.md
setup_aws_dlami.md		setup_aws_dlami.md
setup_aws_docker.md		setup_aws_docker.md
setup_aws_python.md		setup_aws_python.md
setup_aws_simplyretrieve_2004.md		setup_aws_simplyretrieve_2004.md
setup_aws_simplyretrieve_2204.md		setup_aws_simplyretrieve_2204.md
setup_aws_simplyretrieve_2404.md		setup_aws_simplyretrieve_2404.md
setup_container_webserver.md		setup_container_webserver.md

Repository files navigation

AI Development Environment

Resource: Compute Machines & Accessories

resource_dev_machine.md

Resource: Software & System Development Tools

resource_dev_tool.md

Resource: AI Development Sites and Tools

resource_dev_tool_ai.md

Setup: AI & Machine Learning Development Environment on AWS EC2

setup_aws_dlami.md

Manual: LLM Training

Overall Training Flow: manual_llm_creation.md
Pretraining: manual_llm_pretraining.md

Manual: LLM Evaluation

Evaluation: manual_llm_evaluation.md

Manual: LLM Inferencing & Deployment

Inference: manual_llm_inference.md

Additional Tips

Setup: Python Development Environment on AWS EC2

setup_aws_python.md

Setup: Container Development Environment on AWS EC2

setup_aws_docker.md

Setup: Web Server Container

setup_container_webserver.md

Setup: LLM Chat AI Apps on AWS EC2

Setup with Ubuntu 24.04 LTS: setup_aws_simplyretrieve_2404.md
Setup with Ubuntu 22.04 LTS: setup_aws_simplyretrieve_2204.md

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Tips for setting up AI & Machine Learning R&D Environment for Vision and Language Ecosystem

ai-development ai-platform ai-research aws-ec2 llm nvidia-gpu

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