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After fine-tuning, the open-source model can be deployed on Azure AI Studio or a local computing instance, allowing the enterprise to fine-tune the model to support business work. As enterprises need to evaluate the performance of fine-tuned models, especially their low...
optimum-cliexportopenvino --model"microsoft/Phi-3-mini-4k-instruct"--task text-generation-with-past --weight-format int4 --group-size 128 --ratio 0.6 --sym --trust-remote-code ./openvinomodel/phi3/int4 FP16 optimum-cliexportopenvino --model"microsoft/...
the integration of generativeartificial intelligence in the built environmentreshapes architectural dynamicsby assisting architectsand creating space for more experimentation and exploration. Its impact is especially significant inrendering, which was previously a constraint at different project stages—particularly...
Certain algorithmic architecturesare better suited than others for specific types of prompts, which can come in the form of text, a code snippet, an enterprise data set, an image, a video, a design, musical notes or any input that the AI system can process. Diffusion models, for example,...
Learning Dynamics:The generator aims to create content that deceives the discriminator into viewing it as real, leading to realistic content generation. Essential Features Learned:Over time, generative models learn important features, such as color patterns, edges, textures, object arrangements, and tran...
It cannot, for example, divine the future of work. That will still require humans to figure out. Top image: TN Senthil Kumar, an IT project lead at Genpact, with co-worker Sridhar Gnanasekaran at their office in Bengaluru. Photo by Selvaprakash Lakshmanan for Microsoft....
Currently, millions of developers and businesses have access to geospatial information through a range of Microsoft products—Excel, Power BI in Microsoft Fabric, and Dynamics 365. Customers use our geospatial services to manage wildfires, respond to public emergencies, deliver products to consumers door...
Evaluating generative AI output is not just a best practice—it's essential for building robust, reliable applications. Here's why: Quality assurance:...
Website for holding generative-image-dynamics. Contribute to generative-dynamics/generative-dynamics.github.io development by creating an account on GitHub.