Simplify AI Development: Deploy DeepSeek V3 and R1 Models on Alibaba Cloud with Zero Code

Are you eager to explore the capabilities of large language models (LLMs) like DeepSeek-V3 and DeepSeek-R1, but daunted by the complexities of deployment? Alibaba Cloud's Platform of Artificial Intelligence (PAI) offers a seamless, zero-code solution for deploying these powerful models, making them accessible to developers of all skill levels.

This article will guide you through the simple steps to deploy DeepSeek models on Alibaba Cloud PAI, unlocking the potential of AI for your projects.

What is Alibaba Cloud PAI?

Alibaba Cloud PAI is an AI-native platform designed to streamline the entire AI development lifecycle, from training to deployment and inference. It provides a user-friendly environment for developers and businesses, enabling faster, more efficient, and more convenient AI development and application experiences. Central to PAI is the Model Gallery, which allows users to quickly deploy pre-trained models with minimal effort.

Why Deploy DeepSeek Models on Alibaba Cloud PAI?

• Zero-Code Deployment: Deploy DeepSeek-V3 and DeepSeek-R1 with just a few clicks, eliminating the need for complex coding or infrastructure management.
• Simplified Workflow: Experience a streamlined process from model selection to service deployment, accelerating your AI development cycle.
• Cost-Effective Solutions: Take advantage of model distillation techniques to reduce computational costs while maintaining high performance.
• Scalable Infrastructure: Benefit from Alibaba Cloud's robust and scalable infrastructure, ensuring your AI applications can handle growing demands.

Step-by-Step Guide to One-Click Deployment

Here’s a detailed breakdown of how to deploy DeepSeek models using Alibaba Cloud PAI:

1. Activate Alibaba Cloud PAI

1. Navigate to the Alibaba Cloud PAI page.
2. Click "立即开通" (Activate Now).
3. Follow the on-screen instructions to authorize the necessary roles and activate the service.

2. Access the PAI Console

1. Once activated, go to the PAI Management Console: https://pai.console.aliyun.com/

3. Explore the Model Gallery

1. In the console, click on "Model Gallery" in the left-hand navigation panel.
2. Search for "DeepSeek" to view the available DeepSeek model versions supported by PAI.

4. Deploy Your Chosen DeepSeek Model

1. In the Model Gallery, select the desired DeepSeek model card (e.g., "DeepSeek-R1-Distill-Qwen-7B").

2. Click the model card to view detailed information about the model, including its capabilities and use cases.

3. Click the "部署" (Deploy) button in the top right corner.

4. Configure the deployment settings according to your needs. PAI offers different deployment options:

   • DeepSeek-R1: Supports accelerated deployment using vLLM.
   • DeepSeek-V3: Supports accelerated deployment using vLLM and also offers Web application deployment.
   • DeepSeek-R1 (Distilled): Supports accelerated deployment using BladeLLM (Alibaba PAI's proprietary inference framework) and vLLM, providing a balance between performance and cost.

5. Click "部署" (Deploy) to initiate the deployment process.

5. Access Your Deployed Model

1. Once the deployment is complete, you'll be redirected to the service page.
2. Click "查看调用信息" (View Invocation Information) to retrieve the Endpoint and Token required to access your deployed model.
3. Consult the model's introduction page for detailed instructions on usage and invocation methods.

Optimizing for Cost and Performance: Distilled Models

The "DeepSeek-R1-Distill-Qwen-7B" model exemplifies how distillation techniques can be leveraged to reduce computational costs without sacrificing performance. By transferring the reasoning capabilities of DeepSeek-R1 to a smaller Qwen model, you can achieve efficient inference while minimizing resource consumption.

Beyond the Basics

Alibaba Cloud PAI Model Gallery also provides one-click deployment for the raw DeepSeek-R1 and DeepSeek-V3 models. We encourage you to test and explore these models to fully understand their capabilities.

Conclusion

Alibaba Cloud PAI empowers developers to harness the potential of large language models like DeepSeek-V3 and DeepSeek-R1 with unprecedented ease. By simplifying the deployment process and offering cost-effective solutions, PAI is democratizing access to AI and accelerating innovation across various industries. Start exploring the Alibaba Cloud PAI platform today and unlock the power of AI for your projects.