PinnedAnay DongreinTowards AIA Comprehensive Introduction to Graph Neural NetworksGraph Neural Networks (GNNs) is a type of neural network designed to operate on graph-structured data. In recent years, there has been a…7 min read·Mar 11, 2023----
PinnedAnay DongreinDevOps.devContainer Technology : DockerContainers provide a way of creating an isolated environment, sometimes called a sandbox, in which applications and their dependencies can…8 min read·Jan 14, 2023----
PinnedAnay DongreinDevOps.devServerless Orchestration : KubernetesKubernetes is a software that automatically manages, scales and maintains multi-container workloads in desired states. Modern software in…7 min read·Jan 2, 2023----
PinnedAnay DongreOverview of AutoencodersAutoencoders are a type of neural network that can be used to learn a compressed representation of a dataset. They consist of two main…6 min read·Jan 1, 2023----
PinnedAnay DongreIntroduction to Hybrid Cloud Computing with Artificial IntelligenceCloud computing is a technology for storing and accessing data and programs over the internet instead of one’s own hard drive. Cloud is…3 min read·Feb 10, 2021----
Anay DongreinGoPenAIGenerating Structured Output From OpenAI, Anthropic, and Azure AI Using LangChain following…Introduction3 min read·1 day ago----
Anay DongreUnderstanding Corrective Retrieval Augmented Generation (CRAG)Introduction4 min read·2 days ago----
Anay DongreFine-Tuning the Tiny-Llama Model on a Custom DatasetIn the rapidly evolving landscape of machine learning, the ability to fine-tune models on custom datasets is a game-changer. It allows for…5 min read·Apr 3, 2024----
Anay DongrePre-Training LLMs: Techniques and ObjectivesWelcome to the second article in our comprehensive series on Pre-Training Large Language Models (LLMs). In this installment, we will delve…4 min read·Jul 31, 2023----
Anay DongrePyTorch Lightning: Scaling Deep Learning Workflows with Distributed TrainingPyTorch Lightning is a popular open-source framework built on top of PyTorch that aims to simplify and streamline the process of…6 min read·Jun 24, 2023----