Evaluation Metrics for Synthetic QA Datasets in RAG Evaluation
RAG: Enhancing Language Models with External knowledge
Annoy and Approximate Nearest Neighbor Algorithm
The ReACT Agent Framework
LoRA: Low-Rank Adaptation for Efficient Fine-Tuning
T5: The Text-to-Text Transfer Transformer
From GPT-1 to GPT-3: A New Era in NLP
A Comprehensive Overview of BERT
Understanding the Transformer Architecture
Self-Attention: Queries, Keys, and Values in Action
Understanding scaling factor in Self-Attention
Normalization in Deep Learning
Padding and Look-Ahead Mask in the Transformer Decoder
Encoder - Decoder Attention in the Transformer
Sinusoidal Positional Encoding in the Transformer
Attention Mechanism in Encoder - Decoder Architecture
Seq2Seq Learning - An Encoder-Decoder Approach
Model Evaluation: Sensitivity, Specificity, and ROC-AUC
A Lagrange Multiplier Approach to PCA