With Alibaba Cloud Smart Studio Self-Service Edition, you can complete activation and on-premises deployment on your own with our agent.
Take over your GPUs, deploy models and quickly turn them into production-ready API services, all without any involvement from IT or sales teams.

Traditionally, deploying a complete solution requires enterprises to invest significant effort in on-site delivery, contract negotiations, and deployment support, consuming substantial time and cost before any value is realized.
Alibaba Cloud Smart Studio will install an AI Agent on your own infrastructure. Runs environment detection and resource verification, guiding you through a simple step-by-step process to complete full deployment within a single day.
Agent-Driven Deployment
Bring Your Own GPUs to host models. Different types of GPUs can all be registered in and taken over here. Real-time observability with multi-dimensional data is provided.
You can also monitor resource utilization, GPU status, node health, and workload distribution.
Cluster Management
You can directly deploy open-source models, including trending models such as Qwen, DeepSeek and GLM, on your registered clusters and rapidly convert them into standardized API services, ready for internal use or integration into existing platforms.
For high-demand open-source models, Alibaba Cloud Smart Studio applies deep performance optimization based on KV-Cache and P/D disaggregation technologies, delivering higher throughput, higher cache hit rates, and lower latency, maximizing the value of existing GPU resources.
High-Performance Inference Engine
After using Alibaba Cloud Smart Studio's inference-engine optimization, Qwen model's performance is as follows:

Inference Performance Example
If you need to fine-tune models, Alibaba Cloud Smart Studio also offers out-of-the-box training and fine-tuning capabilities, completing full lifecycle model management.
With the platform's built-in AI tools, you can complete the entire model training workflow on your own: auto-labeling your raw data, fine-tuning or distilling models based on your needs, and using AI-auto-eval to evaluate model performance.
Model Training & Fine-Tuning
The Self-Service Edition is launching with a limited-time promotion: $0 daily minimum commitment.
Learn more: https://www.alibabacloud.com/en/solutions/smart-studio?_p_lc=1
Try it now: https://smartstudio.console.alibabacloud.com/xt-console/activateService/flow
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