YoVDO

Open LLaMa in LangChain and Hugging Face

Offered By: James Briggs via YouTube

Tags

LangChain Courses Artificial Intelligence Courses Chatbot Courses LLaMA (Large Language Model Meta AI) Courses Post-Processing Courses Hugging Face Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore how to utilize the Open-LLaMa model in Hugging Face and LangChain in this comprehensive tutorial video. Learn about prerequisites, tokenization, and model stopping criteria before diving into fixing the end of speech token and setting appropriate stopping parameters. Discover how to implement the Hugging Face Open-Llama pipeline and improve generation parameters for better results. Transform the model into a chatbot using LangChain, and master post-processing techniques for LLM output. Conclude by making queries to Open-Llama, gaining practical experience in working with this powerful open-source language model for artificial intelligence and natural language processing applications.

Syllabus

Open Source LLaMa
Prerequisites and Hugging Face Model
Tokenizers and Tokenization
Model Stopping Criteria
Fixing the End of Speech Token
Setting the Stopping Criteria
Hugging Face Open-Llama Pipeline
Improving Generation Parameters
Open-Llama as a Chatbot with LangChain
Post Processing the LLM Output
Making Queries to Open-Llama


Taught by

James Briggs

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity
Probabilistic Graphical Models 1: Representation
Stanford University via Coursera
Artificial Intelligence for Robotics
Stanford University via Udacity
Computer Vision: The Fundamentals
University of California, Berkeley via Coursera
Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent