Zephyr 7B Beta - Comparing a 7B LLM with 70B Models
Offered By: Venelin Valkov via YouTube
Course Description
Overview
Explore the capabilities of Zephyr 7B Beta, a fine-tuned version of Mistral 7B, in this comprehensive video tutorial and paper review. Dive into the technical report, comparing its performance against larger models like LLama2-Chat-70B and ChatGPT. Learn how to set up and use Zephyr 7B Beta in Google Colab, understanding its prompt format and testing its abilities in various tasks including writing, math, coding, summarization, and data extraction. Gain insights into the model's potential and its competitive edge in the world of large language models.
Syllabus
- Intro
- Technical Report
- Zephyr 7B Beta on HuggingFace
- Google Colab Setup
- Prompt Format
- Writing Prompts
- Math
- Coding
- Summarization
- Data Extraction
- Conclusion
Taught by
Venelin Valkov
Related Courses
TensorFlow: Working with NLPLinkedIn Learning Introduction to Video Editing - Video Editing Tutorials
Great Learning via YouTube HuggingFace Crash Course - Sentiment Analysis, Model Hub, Fine Tuning
Python Engineer via YouTube GPT3 and Finetuning the Core Objective Functions - A Deep Dive
David Shapiro ~ AI via YouTube How to Build a Q&A AI in Python - Open-Domain Question-Answering
James Briggs via YouTube