# 2024年5月上半月报
### 主网参数
验证者节点：107个
Miner节点：1251个
钱包数变化：37+
### 项目动态
A. Milestone 3:A.1. In the Upgrade Phase:
A.1.1 Modular Contract Transformation——82%
完成模板管理向量数据库，存储和管理多种智能合约模板，同时基于NLP分析结果自动选择合适的合约模板；优化映射系统，提升将抽象的自然语言描述转换为具体的合约代码的效率与准确率；
A.1.2 Smart Contract Personalization——77%
完成自动编译模块，实现将用户定制的合约代码编译成Ethereum Virtual Machine (EVM)字节码；
引入自动测试模型，目的用于在用户测试与编译前，由AI对合约进行一轮兼容性测试，此模型将会随着检测数据的增多来提升测试表现；
增加输入验证模块，确保用户输入的数据是合法的，并符合智能合约的要求；
A.1.3 Support for Mainstream Contract Languages.——80%
增加了训练语料以及模型优化，升级了对ERC20、ERC721及ERC1155等主流合约类型的支持。A.2. In the Processing Phase :A.2.1 Brainwave Data for Positive Feedback——16%
A2.2 Brainwave Data Avatar Structures——9%
4月份Morpheus版本——72%引入在线学习与增量学习技术模块，使模型随时间改进
使用微调技术（fine-tuning）在特定的数据集上训练模型，这些数据集体现了特定的个性特征。
B. Others\
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