Full-Stack AI Computing Services
End-to-end AI computing infrastructure, from training to deployment.
Meeting All Your AI Needs
No matter what stage you're at in your AI project, we have the computing resources and services to support your success
LLM Training
Supporting distributed training of large language models with hundreds of billions of parameters. We provide H100/A100 GPU clusters equipped with InfiniBand high-speed interconnect networks, ensuring efficient gradient synchronization and model parallelism. Supporting mainstream training frameworks like PyTorch, TensorFlow, DeepSpeed, and Megatron-LM.
Inference Deployment
Production-grade model inference services supporting high-concurrency, low-latency real-time inference requirements. Providing automatic elastic scaling capabilities to adjust instance count based on traffic. Supporting inference optimization frameworks like TensorRT, vLLM, and Triton Inference Server.
Model Fine-Tuning
Domain-adaptive fine-tuning services based on pre-trained models. Supporting various fine-tuning methods including LoRA, QLoRA, and Full Fine-tuning, helping you quickly adapt general large models to specific business scenarios for optimal results.
Data Preprocessing
Large-scale dataset cleaning, annotation, and preprocessing services. Providing automated data processing pipelines supporting multimodal data processing and conversion for text, images, audio, and video, providing high-quality data for model training.
Vector Database
High-performance vector storage and retrieval services supporting millisecond-level retrieval at billion-scale vector sizes. Providing reliable vector infrastructure for RAG applications, semantic search, recommendation systems, and similarity matching scenarios.
Private Cluster
Building dedicated AI computing clusters for enterprise customers, providing physically isolated dedicated resources. Meeting strict data security and compliance requirements in industries like finance, healthcare, and government, equipped with dedicated operations teams and customized SLAs.
Choose the Best Plan for You
Detailed comparison of different service modes to help you make the best choice
| Features | On-Demand | Monthly | Dedicated |
|---|---|---|---|
| Resource Allocation | Minute-level | Instant | Pre-configured |
| Billing Method | Hourly | Monthly Discount | Annual Contract |
| GPU Model Selection | All Available | All Available | All Available |
| Elastic Scaling | Fully Elastic | Elastic within Range | Fixed Scale |
| Technical Support | Standard | Priority | Dedicated Team |
| SLA Guarantee | 99.9% | 99.95% | 99.99% |
| Network Interconnect | Shared | Optimized | Dedicated |
| Data Security | Standard Isolation | Enhanced Isolation | Physical Isolation |
| Use Cases | Short-term Projects/Experiments | Continuous Operations | Enterprise Production |
Available GPU Hardware
We provide the industry's most advanced high-performance GPU computing resources
H100 GPU
FlagshipLatest flagship GPU, designed for large-scale AI training and inference, 3x performance improvement over previous generation
A100 GPU
MainstreamMature and stable mainstream training GPU, excellent cost-performance ratio, suitable for various AI training and inference workloads
A10 GPU
EconomyCost-effective inference GPU, suitable for small to medium-scale model inference, fine-tuning, and lightweight training tasks
Need a Custom Solution?
Our technical team can design the most suitable computing resource configuration based on your specific needs