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Knowledge Distillation. Unlock Enterprise Value

Large language models are evolving fast - but enterprise needs are not one-size-fits-all.

APMIC assists businesses in distilling raw data into customized, on-premise models that transform information into secure and actionable enterprise knowledge.

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S1 Distillation

Specialized Model Fine-Tuning and Distillation Solution – An All-in-One Toolkit Designed for Industry Leaders

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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).

The training pipeline follows a Teacher-Student architecture, with key steps including:

  • Teacher Model Selection:
    High-potential models from the open-source community are selected as a foundation, with tailored optimization strategies aligned to enterprise-specific scenarios.
     

  • Enterprise Brain Development:
    Through continual pre-training and fine-tuning, internal enterprise knowledge and data are integrated to enhance the model’s contextual understanding and task adaptability  - resulting in a proprietary, domain-specific model asset.
     

  • Distillation and Model Compression:
    Using distillation techniques, the “enterprise brain” is transformed into a lightweight, specialized model. This reduces parameter size while maintaining accuracy, significantly lowering inference hardware costs and improving deployment flexibility across platforms.

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High Privacy

Protect Enterprise Knowledge Assets.

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Elite AI Engineering

High-Accuracy Models With Minimal Resources.

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Enterprise-Focused

Master NVIDIA NeMo™ with APMIC Expertise.

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User-Friendly Interface

Simplified AI Model Operations.

PrivAI Enterprise Agent Generator

AI Agent Builder for Private-Sensitive, Compliance-Required, and High-Performance Enterprises

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PrivAI is APMIC’s enterprise-grade AI agent generator, designed for organizations that prioritize private-sensitive data, compliance-required environments, and high-speed response capabilities.

PrivAI is fully compatible with NVIDIA’s NIMs architecture and integrates multimodal processing, reasoning models, and multimodal Retrieval-Augmented Generation (RAG) - enabling real-time response and concurrent multi-user access.

Additionally, the platform supports the standard Model Context Protocol (MCP), allowing enterprise IT teams to integrate and enable rapid secondary development.

On-Premise Deployment

All models and data stay securely within your infrastructure for maximum privacy and compliance.

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High Performance

Optimized for fast, concurrent inference with MoE and RAG frameworks.

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Multimodal Support

Handles both text and image inputs to power diverse enterprise use cases.

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Extensible & Easily Integrated

Seamlessly connects with existing systems via MCP and standard APIs.

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Trusted By

Recognized by the Best in Tech

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Google Developer Experts

How Can Taiwanese Startup APMIC Create an AI Platform for Everyone?

2025-01-08

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NVIDIA Inception Program Member

APMIC, Twinkle AI Launch New Traditional Chinese Inference Models

2025-01-08

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NVIDIA Cloud Validated Partner

APMIC To Introduce New Enterprise Private AI Solution "PrivAI" at GTC 2025

2025-03-20

Chosen by Over 1,000 Clients

 

Powering Enterprise AI Across Manufacturing, Finance, Government, and More

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Trested By

Recognized by the Best in Tech

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Google Developer Experts

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NVIDIA Inception Program Member

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NVIDIA Cloud Validated Partner

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HP AI ISV Partner

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Dell AI ISV Partner

Talk to Our Team

Our sales team is here to help you explore how APMIC can support your business.
Contact us at usasales@ap-mic.com

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