Project Overview
The DeepSeek AI Exploration project is a comprehensive resource for interacting with NVIDIA's DeepSeek-R1 AI model. It provides implementations in Python, Node.js, and Bash, enabling flexible and secure API interactions.
Technology Stack
Python
Node.js
Bash
vLLM
SGLang
Jupyter
Clone Repository
HTTPS
git clone https://github.com/bniladridas/deepseek-ai-exploration.git
Recommended for most users. Requires GitHub credentials.
SSH
git clone git@github.com:bniladridas/deepseek-ai-exploration.git
Requires SSH key setup. SSH setup guide
Key Features
- State-of-the-art reasoning, math, code, and language capabilities
- Multiple language implementations (Python, Node.js, Bash)
- Interactive Jupyter notebooks for exploration
- Comprehensive performance evaluation
- Automated notebook validation via GitHub Actions
Notebooks
- DeepSeek_Exploration.ipynb: Interactive exploration of DeepSeek-R1 model capabilities
- DeepSeek_Performance_Evaluation.ipynb: Comprehensive performance assessment
Hardware Compatibility
Supports NVIDIA Ampere, Blackwell, Jetson, Hopper, Lovelace, Pascal, Turing, and Volta architectures. Prefers Linux as the operating system.
Citation
@software{Niladri_Das_DeepSeek_AI_Exploration_2025,
author = {Niladri Das},
license = {MIT},
month = mar,
title = {DeepSeek AI Exploration},
url = {https://github.com/bniladridas/deepseek-ai-exploration},
version = {1.0.0},
year = {2025}
}
Get Started
Explore the project repository on GitHub: github.com/bniladridas/deepseek-ai-exploration