What is DeepSpeed?
DeepSpeed 是一款革命性的 AI 软件套件，显著提升了大型语言模型的训练和推理速度和规模，包括类似于 ChatGPT 的模型。通过其创新技术，DeepSpeed 让用户能够训练并推断数十亿甚至数万亿个参数的模型，实现出色的系统吞吐量，高效扩展到数千个 GPU，并在资源受限的 GPU 系统上运行。它还确保了前所未有的低延迟和高吞吐量推理，以及极致的模型压缩，以降低延迟和成本。
主要特性：
? 极端扩展训练/推理：训练/推断具有数十亿或数万亿个参数的稠密或稀疏模型，实现卓越的吞吐量。
⚡ 高效扩展性：即使在资源受限的系统上也能高效扩展到数千个 GPU。
? 低延迟推理：实现无与伦比的低延迟和高吞吐量推理，增强用户体验。
? 模型压缩：实施最先进的压缩技术，如 ZeroQuant 和 XTC，以降低延迟和成本。
用例：
加速训练：DeepSpeed 让研究人员能够以前所未有的速度训练大型语言模型，从而彻底改变人工智能研究。
实时推理：企业可以使用 DeepSpeed 实现实时推理，从而增强客户交互和服务交付。
经济高效的 AI：通过利用 DeepSpeed 的模型压缩功能，组织可以在保持性能的同时降低推理成本。
结论：
在以人工智能能力至上的格局中，DeepSpeed 作为游戏规则改变者脱颖而出，为大型语言模型的训练和推理提供了无与伦比的速度和效率。无论您是突破 AI 边界的研究人员，还是寻求部署尖端解决方案的企业，DeepSpeed 的功能套件都能提供无与伦比的性能和成本效益。立即体验 DeepSpeed 的强大功能，释放您的 AI 潜能。
常见问题解答：
使用 DeepSpeed 的主要好处是什么？
DeepSpeed 提供了训练和推理的极端扩展性、低延迟、高吞吐量和先进的模型压缩技术，从而提高性能并降低成本。
DeepSpeed 与其他 AI 优化软件相比如何？
DeepSpeed 的创新特性，如极端扩展训练和高效扩展性，使其脱颖而出，成为研究人员和企业的一致选择。
DeepSpeed 可以与现有的 AI 框架集成吗？
可以，DeepSpeed 可以与流行的开源深度学习框架无缝集成，如 Transformers、Accelerate、Lightning 和 MosaicML，为用户提供灵活性和易用性。
More information on DeepSpeed
Launched
2020-02-07
Pricing Model
Free
Starting Price
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DeepSpeed was manually vetted by our editorial team and was first featured on September 4th 2025.
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DeepSpeed 替代方案
更多 替代方案-
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Deeptrain 是一个用于大型语言模型 (LLM) 和 AI 智能体的多模态数据连接器。我们帮助您获取和整合那些转换器模型和 AI 无法直接获取和理解的数据。
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