Is Tool Calling all you need? For building effective AI AgentsOver the past few weeks, I have studied multiple agent frameworks, such as Autogen, CrewAI, PydanticAI, and OpenAI Agent SDK. Almost all of…Apr 6Apr 6
SGD vs Continuation Methods with SGD for Deep Learning OptimizationStochastic Gradient Descent (SGD) and Continuation Methods with SGD are both optimization techniques used to train deep learning models by…Mar 16Mar 16
Unlocking Better Deep Learning optimization with Parameter Continuation Methods — A curriculum…Introduction Deep learning has transformed industries, powering breakthroughs in computer vision, natural language processing, and beyond…Mar 16Mar 16
From LLM to AI agents Tutorial step-by-stepStep 1: Understand the Basic Definition of an AgentJan 26Jan 26
Transitioning to AI Engineering: A 2025 GuideFirst, let’s start with some motivation; you can do it if others can. Here are some people's profiles who have transitioned from various…Jan 21Jan 21
LLMs as Judges: Revolutionizing AI Evaluation, AI ChecklistLarge Language Models (LLMs) have demonstrated remarkable capabilities in understanding and generating human-like text. Now, researchers…Nov 8, 2024Nov 8, 2024
Parameter-efficient fine-tuning (PEFT) and how it's different from fine-tuning.Fine-tuning, parameter-efficient fine-tuning (PEFT), and prompt tuning are all techniques used to adapt pre-trained language models for…Jul 28, 2024Jul 28, 2024
How do skip connections impact the training process of neural networks?Skip connections, also known as residual connections, have a significant impact on the training process of neural networks. Here are the…Jul 21, 2024Jul 21, 2024
Are Skip Connections always good?Skip connections, also known as residual connections, are a fundamental component in modern deep neural networks, particularly in…Jul 21, 2024Jul 21, 2024
