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Business Internet

Business internet refers to internet services specifically designed for the needs of businesses. These services often offer higher speeds, greater reliability, and more advanced features compared...

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Buffer Overflow Errors

Buffer overflow errors are characterized by the overwriting of memory fragments of the process, which should have never been modified intentionally or unintentionally. Overwriting values of...

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How to install ModSecurity

ModSecurity is a toolkit for real-time web application monitoring, logging, and access control. CustomBuild allows you to install ModSecurity together with desired rulesets. The comodo ruleset will also...

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Multi-agent Conversation Framework

AutoGen offers a unified multi-agent conversation framework as a high-level abstraction of using foundation models. It features capable, customizable and conversable agents which integrate LLMs, tools,...

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AutoBuild

  In this blog, we introduce AutoBuild, a pipeline that can automatically build multi-agent systems for complex tasks. Specifically, we design a new class called AgentBuilder, which will...

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An ONNX refresher 

ONNX models are flexible, standardized representations of machine learning that allow them to be executed across a gamut of hardware platforms and runtime environments from large-scale...

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Accelerating CFD simulations

The advent of machine learning (ML) is transforming every industry, from healthcare to finance, and from transportation to e-commerce. A promising use of machine learning is...

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Optimization across hardware with Olive

Hardware-aware model optimization is the process of optimizing machine learning models to make the most efficient use of specific hardware architectures—like CPUs, GPUs, and neural processing...

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Kubernetes Service

As the requirements and software surrounding Kubernetes clusters grow along with the required number of clusters, the administrative overhead becomes overwhelming and unsustainable without an appropriate...

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Bash for Beginners

According to Stack Overflow 2022 Developer Survey, Bash is one of the top 10 most popular technologies. This shouldn’t come as a surprise, given the popularity of...

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Local-first machine learning

As machine learning usage continues to permeate across industries, we see broadening diversity in deployment targets, with companies choosing to run locally on-client versus cloud-based services...

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Improve BERT inference

Today’s best-performing language processing models use huge neural architectures with hundreds of millions of parameters. State-of-the-art transformer-based architectures like BERT are available as pretrained models for...

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PyTorch on Azure

Deep learning models are everywhere without us even realizing it. The number of AI use cases have been increasing exponentially with the rapid development of new...

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What is the ONNX Model Zoo?

Choosing which machine learning model to use, sharing a model with a colleague, and quickly trying out a model are all reasons why you may find...

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