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Large Language Models
Unit 1
How LLM works
Neural Network Architecture of LLM
Training and Fine-Tuning LLMs
Language Modeling and Generation
Unit 2
What is RAG
Introduction to RAG
Retrieval Component of RAG
Generation Component of RAG
Unit 3
Langchain Basics using Javascript
Introduction to Langchain
Setting Up Langchain with Javascript
Working with Langchain Data in Javascript
Implementing Smart Contracts in Langchain with Javascript
Interacting with Langchain APIs using Javascript
Unit 1 • Chapter 1
Neural Network Architecture of LLM
Summary
Concept Check
What is an important component of Neural Network Architecture of LLM?
Recurrent Neural Networks
Deep Belief Networks
Long-Short Term Memory
Convolutional Neural Networks
Which type of neural network is commonly used in LLM?
Deep Belief Networks
Long-Short Term Memory
Convolutional Neural Networks
Recurrent Neural Networks
What type of memory does LLM utilize?
Long-Short Term Memory
Recurrent Memory
Deep Memory
Short-Term Memory
Which architecture is suitable for sequential data processing in LLM?
Recurrent Neural Networks
Long-Short Term Memory
Convolutional Neural Networks
Deep Belief Networks
What makes LLM different from other neural networks?
Deep Belief Networks
Long-Short Term Memory
Recurrent Neural Networks
Convolutional Neural Networks
Check Answer
Next
Training and Fine-Tuning LLMs