metadata

language: en
tags:
  - crypto
  - web3
  - defi
  - deepseek
  - fine-tuning
license: mit

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