Technology Overview
Specialized Knowledge Large Language Model Technology.
We propose an advanced solution for fine-tuning specialized knowledge large language models (LLMs), which will fundamentally change the way you handle data and enhance model training efficiency. Our bidirectional interactive model evaluation technique meticulously cleanses, strengthens, and simplifies samples based on the generative outcomes of our complex LLMs, thereby precisely managing samples to ensure only the most relevant data is used.
Additionally, our rapid model fine-tuning technology, designed specifically for certain technical domains, offers a swift, efficient, and cost-effective local model training method that significantly improves model accuracy and application without incurring high costs. To complement these technologies, we also provide an expandable smart advisory service. This service can quickly augment the database of the technical advisory model, enabling it to adapt and accurately respond to new data.
Applications & Benefits
LLMs with specialized knowledge can provide customized solutions for various industries, enhance productivity and efficiency, ensure data privacy and security, and bring significant economic benefits to businesses. Our specialized knowledge-based LLM not only significantly improves model accuracy and application, but also provides scalability, allowing the model to adapt and accurately respond to new data.
ITRI’s large language models with specialized knowledge is more comprehensive, covers a wider range of topics, and can address uncommon professional terminology.