---
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