README.md

## 👋 About DMind.AI

DMind is an open-source AGI research organization focused on next-generation digital finance, like cryptocurrency, DeFi and RWA.

| [Website](https://dmind.ai) | [X](https://x.com/dmind_ai) | [Discord](https://discord.com/invite/R7xk2cgD) |

## 💡 Core Focus Areas

1. **LLM Web3 Capability Enhancement**: We focus on training and fine-tuning large language models to better understand blockchain concepts, smart contracts, and DeFi protocols, delivering more accurate Web3 knowledge services.
2. **AI-Driven Web3 Analytics**: Developing intelligent analysis tools to help users understand on-chain data, predict market trends, identify potential risks, and provide AI-powered support for investment decisions.
3. **Model Evaluation & Benchmark**: Establishing AI model evaluation standards for the Web3 domain, conducting comprehensive assessments of market-available LLMs, and publishing authoritative reports to guide industry development.
4. **Smart Contract Optimization**: Utilizing AI technology to assist in the design, audit, and optimization of smart contracts, improving their security, efficiency, and usability.

## 🔍 Latest Research & Projects

- [**DMind Benchmark**](https://huggingface.co/datasets/DMindAI/DMind_Benchmark): a domain-specific evaluation suite designed to assess the capabilities of large language models in the Web3 context.
- [**DMind-1**](https://huggingface.co/DMindAI/DMind-1): the first LLM dedicated to Web3. It outperforms general-purpose models of similar size in Web3 tasks significantly.