BERT explained: Training, Inference, BERT vs GPT/LLamA, Fine tuning, [CLS] token Published 2023-10-25 Download video MP4 360p Recommendations 58:04 Attention is all you need (Transformer) - Model explanation (including math), Inference and Training 49:24 Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW) 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 1:10:55 LLaMA explained: KV-Cache, Rotary Positional Embedding, RMS Norm, Grouped Query Attention, SwiGLU 27:14 But what is a GPT? Visual intro to Transformers | Chapter 5, Deep Learning 36:16 The math behind Attention: Keys, Queries, and Values matrices 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 23:47 AI Pioneer Shows The Power of AI AGENTS - "The Future Is Agentic" 1:56:20 Let's build GPT: from scratch, in code, spelled out. 26:55 LoRA: Low-Rank Adaptation of Large Language Models - Explained visually + PyTorch code from scratch 14:36 Scientific Concepts You're Taught in School Which are Actually Wrong 1:19:27 Stanford CS25: V3 I Retrieval Augmented Language Models 1:26:21 Mistral / Mixtral Explained: Sliding Window Attention, Sparse Mixture of Experts, Rolling Buffer 11:28 Nobody Can Explain 1000s of Strange Little Red Dots Found by JWST Everywhere 36:12 Deep Dive: Optimizing LLM inference 49:53 How a Transformer works at inference vs training time 13:37 What are Transformer Models and How do they Work? Similar videos 08:56 What is BERT and how does it work? | A Quick Review 16:14 Understanding BERT Embeddings and Tokenization | NLP | HuggingFace| Data Science | Machine Learning 11:38 Transformer models and BERT model: Overview 25:17 FineTuning BERT for Multi-Class Classification on custom Dataset | Transformer for NLP 23:03 What is BERT? | Deep Learning Tutorial 46 (Tensorflow, Keras & Python) 05:15 GPT vs BERT - WHICH IS BETTER ? 10:34 The Secret to 90%+ Accuracy in Text Classification 20:14 BERT model in NLP explained 23:14 Fine Tune Transformers Model like BERT on Custom Dataset. 10:13 GPT Explained! 08:23 Pre-training of BERT-based Transformer architectures explained – language and vision! 30:43 BERT Architecture and Application 09:57 Question Answering using Transformers Hugging Face Library || BERT QA Python Demo 2:59:24 Coding a Transformer from scratch on PyTorch, with full explanation, training and inference. More results