Industry-specific large models—Beijing Sinodata Technology Co., Ltd

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Industry-specific large models

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Business Challenges

In terms of general comprehension capacity, it should be strong enough. Truly understand the real problems existing in the business, and give solutions to business issues.

How well “hallucinatory effects” can be resolved in generation capability. In the face of “hallucinatory effects“, controllability may also be generated as large...

Achieve strong information integration in the face of complex industrial applications. Each industry is a very complex system, how to do in a complex system...

Privatization deployment, when enterprises deploy specific models, they have strict risk control requirements in data isolation, data security and data management....

Solution Overview

Based on the open-source Transformer architecture, Sinodata’s industry-specific large models have collaborated with industry partners to deeply explore practical scenarios and independently developed multiple industry-specific large models, covering banking, e-commerce, automotive, etc. We’ve dived into the specific large models of niche market and tailored to the knowledge structure and user cognition of specific scenarios. Our products and services exhibit significant advantages in language understanding, problem-solving, and recommendations within particular specific scenarios. Sinodata’s industry-specific large models are pre-trained models with 13 billion parameters, using segmented industry data as training corpora. Through extensive training on massive text and images, the models manage to grasp language patterns, semantic logic, and creative characteristics in different specific domains. As a result, they can rapidly generate creative content that aligns with specified styles, scenes, and length requirements, possessing the ability to generate content in text, speech, images, and multiple modalities with logical and semantically coherent outputs. Sinodata’s industry-specific large models can provide enterprise users with enterprise-level large model customization services, comprehensively covering one-stop comprehensive solutions including model adaptation and fine-tuning, privatization deployment, smart application development, and accelerate enterprise implementation under expert guidance. It allows enterprises to enjoy the cost reduction and optimization benefits of large models while avoiding the problems associated with using general large models, such as lacking industry-specific capabilities, understanding of private data, timely knowledge, and resulting in high costs. It also ensures the isolation of enterprise private data, achieving the security standard of “data not leaving the enterprise”.

Customer Services

Solution Advantages

Provide one-stop solutions such as project implementation and privatization deployment of industry-specific large models of industrial enterprises

An open platform with large-scale computing center reserves and basic and application capabilities of artificial smart

Possess a professional artificial smart R&D team, providing products with industry-specific language models and multimodal large models in multiple industries

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