In my earlier article, I shared the details to download various Visual Studio Editions. This is an online installer which would require associated packages to be downloaded from online Microsoft sources. Means Microsoft is not providing an Offline ISO as a download like in Visual Studio 2015. This would be a time consuming process depending […]
Read more →Month: March 2017
Visual Studio 2017 Released
Microsoft has released today the latest version of Visual Studio. The new Visual Studio 2017 will help you develop apps for Android, iOS, Windows, Web, and Cloud. It will also help you use version management, be agile, and collaborate effectively. Includes support for Xcode 8.3, iOS 10.3, watchOS 3.2, and tvOS 10.2 tools and APIs in […]
Read more →LLM Deployment Strategies: From Model Optimization to Production Scaling
Introduction: Deploying LLMs to production is fundamentally different from deploying traditional ML models. The models are massive, inference is computationally expensive, and latency requirements are stringent. This guide covers the strategies that make LLM deployment practical: model optimization techniques like quantization and pruning, inference serving with batching and caching, containerization with GPU support, auto-scaling based […]
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