In the digital age, artificial intelligence (AI) has permeated various industries and fields, becoming a key driving force for enterprise development and innovation. Among them, generative AI, as an advanced AI technology, has demonstrated strong application potential in natural language processing, image generation, and other fields. HaxiTAG, as a company focused on generative AI applications, has provided a new solution for enterprises through its unique technology and platform, helping them make full use of their proprietary data and achieve the transformation from proprietary knowledge to next-generation language model (LLM) functionality.
The core technology of HaxiTAG is Yueli Knowledge Computing, which serves as the core of the HaxiTAG intelligent engine. Through semantic understanding, complex RAG, and knowledge graph collaboration, it significantly reduces the high hallucination rate, factuality, and explainability problems of LLM models. This technological innovation enables in-depth mining and utilization of enterprise proprietary data, allowing enterprises to efficiently utilize their data while ensuring data security and compliance, and transform it into new LLM functionality.
In terms of technical implementation, HaxiTAG employs multi-node LLM training techniques, achieving efficient model operation and adjustment by training on thousands of GPUs. Additionally, HaxiTAG has developed parameter-efficient fine-tuning (PEFT) technology, which adjusts millions of adapters, making fine-tuning as efficient and cost-effective as executing RAG. These technological innovations provide HaxiTAG with robust technical support, giving it a significant competitive advantage in generative AI applications.
Notably, HaxiTAG has also launched an enterprise AI platform, HaxiTAG Studio, which aims to enable enterprises to make full use of their proprietary data, transform it into new LLM functionality, and securely deploy it to vendor-neutral computing options. This platform provides enterprises with a new AI solution, allowing them to better utilize their proprietary data and achieve the transformation from data to intelligence.
HaxiTAG has developed numerous products, technologies, and application scenarios in the fields of enterprise language models and private knowledge brains, achieving many accomplishments. Among them, the real-time identification of anti-money laundering in large-scale 40 billion transaction data has proven the efficiency and capability of the HaxiTAG inference engine. These achievements fully demonstrate HaxiTAG's strength and potential in generative AI applications.
In summary, HaxiTAG, as a company focused on generative AI applications, has provided a new solution for enterprises through its unique technology and platform, helping them make full use of their proprietary data and achieve the transformation from proprietary knowledge to next-generation language model functionality. HaxiTAG's technological innovations and successful application scenarios have positioned it at the forefront of generative AI applications, bringing innovation and development opportunities to more enterprises.
HaxiTAG offers a range of enterprise-level artificial intelligence (AI) solutions aimed at helping businesses leverage their proprietary data, achieve digital transformation, and enhance operational efficiency and competitiveness. Here's a brief overview of HaxiTAG's products:
1. HaxiTAG Studio: HaxiTAG Studio is a comprehensive enterprise AI platform designed to provide end-to-end solutions for businesses, from data management to model deployment. The platform enables secure deployment of new Private Language Models (LLMs) and provides powerful tools to empower internal software teams to transition into advanced AI teams. HaxiTAG Studio aims to accelerate enterprise digital transformation through innovative technologies and methodologies.
2. Yueli Knowledge Computing: Yueli Knowledge Computing serves as HaxiTAG's intelligent engine core, utilizing technologies such as semantic understanding, complex Retrieval Augmented Generation (RAG), and knowledge graph collaboration to address issues like high hallucination rates, factual accuracy, and interpretability in LLM models. This technology provides businesses with more accurate and reliable AI solutions to tackle complex business challenges.
3.LLM Training and Fine-tuning Service: HaxiTAG employs advanced techniques for multi-node LLM training, enabling training across thousands of GPUs. This technology enables development teams to efficiently run and adjust models simultaneously, fostering collaboration and enhancing the efficiency and performance of enterprise AI projects.
PEFT (Parameter-Efficient Fine-Tuning) showcases HaxiTAG's production LoRA stack, which efficiently adjusts millions of adapters to achieve fine-tuning efficiency comparable to executing RAG. This technology significantly boosts the efficiency of model fine-tuning, offering businesses cost-effective AI solutions.
Based on LLM and GenAI technology, HaxiTAG EiKM (Enterprise Information and Knowledge Management) and HaxiTAG ESG System (Environmental, Social, and Governmental Sustainability) serve as typical applications within the HaxiTAG Studio framework and platform, showcasing its support for industry and scenario applications.
4. EiKM: As an enterprise information and knowledge management solution, HaxiTAG EiKM leverages LLM and GenAI technology to help businesses manage and utilize their vast internal data and knowledge resources. Through HaxiTAG Studio, enterprises can easily deploy and customize HaxiTAG EiKM, enabling effective integration, analysis, and utilization of information and knowledge, thereby enhancing decision-making capabilities and operational efficiency.
5. HaxiTAG ESG System: Serving as an Environmental, Social, and Governmental Sustainability system, HaxiTAG ESG System utilizes LLM and GenAI technology to assist businesses in achieving sustainability goals and improving social responsibility. Leveraging HaxiTAG Studio, enterprises can customize and deploy HaxiTAG ESG System according to their needs, enabling intelligent analysis and management of environmental, social, and governmental policies, thereby enhancing the sustainability and competitiveness of the enterprise.
Through these application examples, HaxiTAG Studio demonstrates its capability to support industry and scenario applications, providing enterprises with powerful tools and platforms to address complex business challenges, achieve digital transformation, and enhance business performance.
In summary, HaxiTAG's products and technologies are designed to offer innovative AI solutions for enterprises, enabling them to leverage proprietary data, achieve digital transformation, and enhance operational efficiency and competitiveness. Through ongoing technological innovation and solution optimization, HaxiTAG aims to be a long-term partner for enterprises in the field of artificial intelligence.