How a Transformer works at inference vs training time Published 2023-01-24 Download video MP4 360p Download video MP4 720p Recommendations 54:52 BERT explained: Training, Inference, BERT vs GPT/LLamA, Fine tuning, [CLS] token 58:04 Attention is all you need (Transformer) - Model explanation (including math), Inference and Training 1:20:41 Transformers demystified: how do ChatGPT, GPT-4, LLaMa work? 08:33 The KV Cache: Memory Usage in Transformers 15:30 Confused which Transformer Architecture to use? BERT, GPT-3, T5, Chat GPT? Encoder Decoder Explained 1:56:20 Let's build GPT: from scratch, in code, spelled out. 2:59:24 Coding a Transformer from scratch on PyTorch, with full explanation, training and inference. 13:37 What are Transformer Models and How do they Work? 1:22:38 CS480/680 Lecture 19: Attention and Transformer Networks 23:51 Why is this number everywhere? 07:38 Which transformer architecture is best? Encoder-only vs Encoder-decoder vs Decoder-only models 30:49 Vision Transformer Basics 1:52:27 NLP Demystified 15: Transformers From Scratch + Pre-training and Transfer Learning With BERT/GPT 21:02 The Attention Mechanism in Large Language Models 54:22 Transformes for Time Series: Is the New State of the Art (SOA) Approaching? - Ezequiel Lanza, Intel 36:45 Decoder-Only Transformers, ChatGPTs specific Transformer, Clearly Explained!!! 18:08 Transformer Neural Networks Derived from Scratch #SoME3 1:31:13 A Hackers' Guide to Language Models 19:46 Quantization vs Pruning vs Distillation: Optimizing NNs for Inference 1:19:24 Live -Transformers Indepth Architecture Understanding- Attention Is All You Need Similar videos 09:11 Transformers, explained: Understand the model behind GPT, BERT, and T5 05:50 What are Transformers (Machine Learning Model)? 08:38 Transformers: The best idea in AI | Andrej Karpathy and Lex Fridman 36:15 Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!! 1:11:41 Stanford CS25: V2 I Introduction to Transformers w/ Andrej Karpathy 09:25 Inference vs. Prediction: An Overview 05:34 Attention mechanism: Overview 1:03:54 Hands-On Workshop on Training and Using Transformers 5 -- Model Inference and Deployment 01:08 Accelerate Big Model Inference: How Does it Work? 11:38 Transformer models and BERT model: Overview 19:59 Transformers for beginners | What are they and how do they work 01:00 Transformer training at a glance 14:01 CLIP - Paper explanation (training and inference) 04:28 Design vs Training vs Inference | Pathways to AI Ep. 7 More results