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Encoder-Decoder Architecture in Transformers
Parameter Efficient Fine Tuning PEFT
Retrieval Augmented Generation (RAG)
Enhancing LLMs (an overview)
FlashAttention: Accelerate LLM training
An Overview of Object Recognition Tasks
Dataset Management with FiftyOne
OpenAI CLIP model explained
DINO -- Self-supervised ViT
Swin Transformer
Variants of ViT: DeiT and T2T-ViT
Vision Transformer (ViT)
Evolution of Self-Attention in Vision
Relative Self-Attention Explained
Self-Attention in Image Domain: Non-Local Module
Introducing a new series on Vision Transformers
Linear Complexity in Attention Mechanism: A step-by-step implementation in PyTorch
Efficient Self-Attention for Transformers
Variants of Multi-head attention: Multi-query (MQA) and Grouped-query attention (GQA)
PostLN, PreLN and ResiDual Transformers
Transformer Architecture
Top Optimizers for Neural Networks
A Dive Into Multihead Attention, Self-Attention and Cross-Attention
Self-Attention Using Scaled Dot-Product Approach
GPT-4 release: a 5-minute overview
Matrix Multiplication Concept Explained
A Review of 10 Most Popular Activation Functions in Neural Networks