Enterprise AI Computing Infrastructure
Providing full-chain services including high-performance GPU clusters, model training, and inference deployment, helping organizations achieve AI implementation without the cost and complexity of building their own clusters.
Full-Stack AI Computing Solutions
From model training to inference deployment, from data preprocessing to private clusters, we provide computing infrastructure services covering the entire AI lifecycle
LLM Training
Supporting distributed training of billion-parameter large models, providing high-performance GPU clusters and high-speed interconnect networks
- H100/A100 GPU Clusters
- InfiniBand High-Speed Interconnect
- Distributed Training Framework Support
Model Fine-Tuning
Domain-adaptive fine-tuning based on pre-trained models, quickly adapting to specific business scenario requirements
- LoRA/QLoRA Fine-Tuning
- Domain Data Adaptation
- Performance Evaluation & Tuning
Inference Deployment
Production-grade model inference services, supporting high-concurrency, low-latency real-time inference requirements
- Millisecond Response Latency
- Auto Elastic Scaling
- Multi-Model Parallel Inference
Data Preprocessing
Large-scale dataset cleaning, annotation, and preprocessing to improve model training efficiency and quality
- PB-Level Data Processing
- Automated Annotation Pipeline
- Data Quality Monitoring
Vector Database
High-performance vector storage and retrieval, supporting RAG applications, semantic search, and similarity matching
- Millisecond Retrieval Response
- Billion-Scale Vectors
- Multi-Modal Vector Support
Private Cluster
Building dedicated AI computing clusters for enterprise customers, ensuring data security and compliance requirements
- Physically Isolated Clusters
- Customized Security Policies
- Dedicated Operations Team
Why Choose Zheng Fu Yuan?
Procuring AI hardware requires huge capital and ongoing operational investment. Our services let you focus on business innovation, not infrastructure management
Elastic On-Demand Scaling
Flexibly adjust GPU, storage, and network resources based on project requirements, with minute-level delivery and no waiting
Zero Upfront Hardware Investment
No need to purchase expensive GPU equipment, pay only for actual usage, freeing up cash flow for core business
Always Latest Hardware
Continuously introducing the latest generation GPU hardware, ensuring your training and inference remain at the performance frontier
Global Service Network
Zheng Fu Yuan has established its Asia-Pacific headquarters in Singapore, serving customers across the Asia-Pacific region and global markets. We provide 24/7 AI computing services with Tier III+ data centers deployed in multiple core regions, ensuring low-latency, highly available service experience.
Asia-Pacific HQ - Singapore
Serving Southeast Asia and Asia-Pacific markets, providing localized technical support and compliance assurance
Multi-Region Data Centers
Deploying Tier III+ data centers in Singapore, Japan, Australia, China, and other regions
24/7 Support
Multi-language technical support team, average response time <15 minutes, year-round service
Ready to Accelerate Your AI Innovation?
Whether you need GPU resources for short-term projects or dedicated AI clusters for enterprise deployments, we can tailor a custom solution for you