S1 Distillation
Specialized Model Fine-Tuning and Distillation Solution – An All-in-One Toolkit Designed for Industry Leaders
Developed by APMIC’s elite AI model team, this solution supports enterprise AI teams in building specialized models and applying distillation techniques. Built on the NVIDIA NeMo™ framework, S1 enables teams to quickly master key technologies with minimal resources, delivering specialized models with high accuracy, efficient inference, and low total cost of ownership (TCO).
Through distillation, low computing power can also train high-accuracy models
The S1 toolkit supports distilling large base models into lightweight, high-performance versions suitable for actual business application scenarios to maximize business value. Its architecture is compatible with enterprise-level GPU environments (such as NVIDIA H100, H200, B200), and is equipped with APMIC's pre-optimized training technology to effectively speed up the model training process.
SaaS toolbox and customized ODM model service
S1 supports containerized deployment, allowing it to be flexibly deployed on enterprise internal servers or private cloud infrastructure.
Enterprises can choose the following solutions according to their needs
F/DaaS
APMIC S1 Tool Rental Plan:
Simplify and encapsulate the complex process of fine-tuning and distillation to accelerate the generation of proprietary models for enterprise IT or AI teams without having to explore the NVIDIA NeMo architecture.
ODM
ODM OEM service:
APMIC provides customized services to build an enterprise-specific AI brain.
Streamlined training process
S1 integrates the key processes for building efficient models, including continuous pre-training, instruction fine-tuning, model distillation, and reinforcement learning based on AI feedback (RLAIF). This enables AI teams to quickly deliver efficient, cost-effective, and easy-to-deploy models.
The training process follows the teacher-student model framework, and the main steps include:
Teacher Model Selection
Select models with high potential from the open source community as a basis and develop customized optimization strategies based on the company's specific application scenarios.
Corporate Brain Development
Through continuous pre-training and fine-tuning, the enterprise's internal expertise and data are integrated into the model to improve the model's contextual understanding and task adaptability, ultimately forming a unique, domain-specific model asset for the enterprise.
Distillation and mold compression
By using advanced distillation technology, the huge "corporate brain" is transformed into a lightweight professional model. This significantly reduces the number of model parameters while maintaining model accuracy, thereby reducing the hardware cost required for inference and improving the flexibility of model deployment on different platforms.
Start your AI transformation journey here
Contact our sales team today to learn more about how S1 Distillation can power AI for your business.
usasales@ap-mic.com