【书名】从零构建大模型：算法、训练与微调
【作者】梁楠
【格式】#epub #mobi #azw3 #pdf
【分类】#人工智能 #自我提升
【简介】这是一本系统讲解大模型构建与优化的书籍。书中深入解析了大模型的构建、训练与优化技术，涵盖了数据处理、模型架构设计、注意力机制、预训练与微调策略等内容。此外，还介绍了数据增强、模型性能优化（如混合精度训练、分布式训练）、对比学习、对抗训练、自适应优化器、动态学习率调度、模型蒸馏与剪枝等关键技术。通过应用案例，展示了模型训练和微调的完整流程，助力读者将理论知识转化为实践技能。
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