HuaweiTechnology Ltd. today announced in a release that at yesterday's (November 2) 2024 Sichuan UniversityWest China Hospital (Huaxi)At the management conference, West China Hospital and Huawei Data Storage released the "West China hon (pronounced: hóng) medical".medical macromodel.
It is stated that "Huaxi hon hon medical doctor"Integration of medical macromodels More than 10 types of generic models and more than 50 types of vertical modelsThe company integrates 1.1 million doctor-patient dialogues, more than 1,600 consensus guidelines, more than 150 authoritative textbooks, more than 100 medical policies and regulations, 3.5 petabytes of raw image data, and more than 2.5 million medical records, to build a new medical system for the patients and their families, and to provide them with the best medical services. 72 billion parameter levelThe full independent intellectual property rights of the "Huaxi hon medical" medical model.
West China Hospital has also worked with Huawei to establish three medical model production lines based on the FusionCube A3000 training/push hyper-converged all-in-one machine and the AI full-process tool chain ModelEngine, enabling full-process development of large models:
- Data production line: realize intelligent annotation and expert review of multimodal medical corpus, and form high-quality medical vector data assets that can be used in applications such as electronic medical record generation;
- Model production line: realize unified management and scheduling of multiple large models, increase resource utilization by 55% with XPU pooling, and shorten end-to-end model training time from 30 days to 2 days with KVcache inference acceleration and other technologies;
- Application production line: Supporting the rapid development of applications such as generative medical records, utilizing RAG technology combined with the Huaxi knowledge base to improve inference accuracy by 70%, greatly improving the efficiency from business conception to AI application on-line, and shortening the on-line time of the whole process of business by 80%.
Huawei Cloud's official website now offers the Medical Intelligence Body business, which is based on Huawei Cloud's AI and big data technologies and provides a specialized AI R&D platform for three areas: genome analysis, drug development, and clinical research.