Engineering and Project Management
 

Filtration and Separation

Industrial filtration systems play a critical role in process engineering, particularly in water treatment and waste processing. Basket Strainers Basket strainers serve as robust preliminary filtration devices, typically handling large-volume fluid streams where coarse particle removal is essential. These units consist of a cylindrical perforated basket housed within a pressure …

Language Model Fine Tuning

The use of a finely tuned language model in equipment maintenance offers several significant benefits that can enhance efficiency, accuracy, and overall operational effectiveness. A finely tuned language model can significantly enhance equipment maintenance through its ability to integrate and analyze diverse data sources, merging valuable information such as maintenance …

Language Models

Humble beginnings, but encouraging enough to deploy on the network. EXO is an open-source framework which allows users to run AI models on a distributed cluster of heterogeneous devices running various operating systems. EXO splits up large AI models into smaller shards and distributes them across multiple networked devices, unifying existing infrastructure one powerful virtual GPU. While not fully featured yet, it is potentially suitable for deploying large models across multiple devices.