StarCoder

StarCoder2-7B is an open-source code-focused large language model designed for source-code generation, code completion, code understanding, and programming assistance. It can be self-hosted on Ubuntu and integrated into development environments, automation workflows, and AI-powered developer tools.

StarCoder2-7B is suitable for software developers, engineering teams, educational environments, code-generation applications, developer productivity tools, and organizations that require a locally deployed coding model without relying on a hosted inference service.

Features:

• Code generation and completion
• Support for a broad range of programming languages
• Self-hosted deployment on Ubuntu
• Integration with Python and Hugging Face Transformers
• Suitable for development and code-assistance workflows
• Can be deployed on CPU or compatible GPU infrastructure
• Designed for integration into custom AI applications and developer tools

Usage Instructions:

#Activate virtual environment: 
$ sudo su
$ cd /opt/starcoder
$ source venv/bin/activate

#Verify the version of StarCoder: 
$ mkdir -p /opt/starcoder/model
$ python - <<'PY'
from huggingface_hub import snapshot_download

snapshot_download(
    repo_id="bigcode/starcoder2-7b",
    local_dir="/opt/starcoder/model"
)

print("StarCoder2-7B downloaded successfully.")
PY

Disclaimer: StarCoder2-7B is provided for development, research, testing, and code-assistance purposes. Generated code may contain errors, security vulnerabilities, licensing considerations, or unintended behavior and should be reviewed and tested by qualified developers before use in production environments. Users are responsible for validating generated content and ensuring compliance with applicable software licenses, organizational policies, and laws.