Mixtral 8x7B - a high-quality sparse mixture of experts model (SMoE) with open weights. AutoGPT - an experimental open-source application showcasing the capabilities of the GPT-4 language model. OpenAGI - When LLM Meets Domain Experts. HuggingGPT - Solving AI Tasks with ChatGPT and its Fr...
In addition, we modified the existing definition of temporal contrastive loss to suit the soft mix-up data augmentation method used in the baseline training approach. Let \(\textbf{h}_{i,t}\) be an intermediate representation of an event detection model at time t for an input \(\textbf{...
The FAHP-TOPSIS method has been utilized in supply chain management to develop a multi-objective mixed integer linear programming (MILP) model, primarily aimed at determining the optimal supplier mix and judiciously distributing order volume while considering disruption risk(Fang et al., n.d.; ...
Whether merger, or any other definition, for the vgs should be sought for a given design may depend on information about the data or on the design itself. For a simple paired t-test, for instance, although each pair could in principle constitute a vg on its own, homogeneous variances can...
The main task of cutting tobacco drying is to control the outlet moisture, meanwhile the nonlinear mathematical model of cutting tobacco drying is established by using the first principle18. The opening degree of the air door and temperature are constantly adjusted according to the model to effectiv...
Multi- principle element alloys (MPEAs, among which alloys with Z5 elements are also called high entropy alloys, HEAs) are a new alloy development philosophy1,2, where the base alloy has significant atom fractions of several elements. Four or more base elements are commonly used, and although...
Figure 2. The scheduling algorithm architecture of solving the FJSP-DT using the DQMIX. The types of nodes for our problem include four categories: job, operation, station, and robot. We utilize the following form to represent the feature matrix. 𝑋=⎡⎣⎢⎢⎢𝑗11⋮𝑗1𝑝...
The employed method performs better than the EGA in most objectives (ridership, land use mix, and pollution cost), suggesting that the extreme optimization of the model is as excellent as that of the EGA. However, the EGA is not powerful enough to solve multiobjective problems. In addition,...
Better application performance.The principle benefit of multicore processors is more potential processing capability. Each processor core is effectively a separate processor that OSes and applications can use. In a virtualized server, each VM can employ one or more virtualized processor cores, enabling...
The relative density of samples was measured by the Archimedes’ principle using the theoretical densities calculated by the Rietveld analysis of the neutron diffraction patterns. 2.2. Materials characterization The nanostructural investigations were performed by two transmission electron microscopes (JEOL ARM...