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+ ---
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+ language: en
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+ tags:
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+ - crypto
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+ - web3
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+ - defi
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+ - deepseek
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+ - fine-tuning
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+ license: mit
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+ ---
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+
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+ # Crypto-Expert LLM
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+
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+ ## Model Description
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+
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+ This model is a fine-tuned version of `deepseek-ai/DeepSeek-R1-Distill-Qwen-7B`, specifically optimized for cryptocurrency, Web3, and DeFi-related tasks. It is designed to provide specialized knowledge while maintaining computational efficiency.
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+
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+ ### Supported Tasks
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+
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+ - Cryptocurrency and DeFi concepts explanation
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+ - Smart contract analysis and auditing guidance
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+ - Trading strategy discussions
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+ - AMM (Automated Market Maker) mechanics
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+ - MEV (Maximal Extractable Value) analysis
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+ - Web3 development assistance (Rust, Python)
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+ - Decentralized infrastructure (IPFS, libp2p)
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+
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+ ## Training Data
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+
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+ The model is fine-tuned on specialized crypto and web3 prompts. Training data should be placed in the `./json/` directory in JSONL format.
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+
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+ ## Technical Specifications
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+
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+ - **Base Model**: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
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+ - **Training Type**: Supervised Fine-Tuning (SFT)
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+ - **Required Python Version**: 3.13+
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+ - **Package Manager**: uv
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+
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+ ## Performance and Limitations
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+
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+ The model is optimized for:
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+ - Reduced resource consumption compared to larger models
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+ - Domain-specific accuracy in crypto/Web3 contexts
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+ - Cost-effective deployment
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+
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+ Note: Specific performance metrics will be added after training evaluation.
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+
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+ ## Intended Use
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+
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+ This model is designed for:
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+ - Developers working on Web3 projects
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+ - DeFi researchers and analysts
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+ - Cryptocurrency protocol designers
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+ - Smart contract developers
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+ - Blockchain infrastructure engineers
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+
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+ ## Ethical Considerations
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+
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+ Users should:
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+ - Verify all financial advice independently
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+ - Be aware of data privacy when using the model
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+ - Understand the model's limitations in real-time market analysis
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+ - Follow appropriate licensing requirements for training data