Crypto-Expert LLM
Model Description
This model is a fine-tuned version of Qwen-7B, specifically optimized for cryptocurrency, Web3, and DeFi-related tasks.
It is designed to provide specialized knowledge and decision ability while maintaining computational efficiency.
Supported Tasks
- Cryptocurrency and DeFi concepts explanation
- Smart contract analysis and auditing guidance
- Trading strategy discussions
- AMM (Automated Market Maker) mechanics
- MEV (Maximal Extractable Value) analysis
- Web3 development assistance (Rust, Python)
- Decentralized infrastructure (IPFS, libp2p)
Training Data
The model is fine-tuned on specialized crypto and web3 prompts. Training data should be placed in the ./json/ directory in JSONL format.
Performance and Limitations
The model is optimized for:
- Reduced resource consumption compared to larger models
- Domain-specific accuracy in crypto/Web3 contexts
- Cost-effective deployment
Note: Specific performance metrics will be added after training evaluation.
Intended Use
This model is designed for:
- Developers working on Web3 projects
- DeFi researchers and analysts
- Cryptocurrency protocol designers
- Smart contract developers
- Blockchain infrastructure engineers
Ethical Considerations
Users should:
- Verify all financial advice independently
- Be aware of data privacy when using the model
- Understand the model's limitations in real-time market analysis
- Follow appropriate licensing requirements for training data
