Solutions
AI Model Training
End-to-end training services from data prep to model iteration
For large language models and industry-specific models, Orion Data provides data preparation, training framework optimization, distributed training tuning, and model evaluation as an integrated service — shortening the path from experiment to production.
Core Capabilities
Training Data Engineering
Data cleaning, deduplication, labeling, and mixture optimization for pretraining and fine-tuning scenarios.
Distributed Training Optimization
Parallelism strategy tuning, memory and communication optimization to improve efficiency and stability at scale.
Model Fine-Tuning & Alignment
Support for SFT, RLHF, and other fine-tuning and alignment approaches tailored to specific business domains.
Training Effectiveness Evaluation
Build business-relevant benchmark sets and evaluation frameworks to quantify model performance and iteration gains.
Typical Outcomes
- Significant gains in training efficiency and cluster utilization
- Shorter time from data to production for models
- Supports continuous iteration of multimodal and industry LLMs