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Zephyr 7B Beta - Comparing a 7B LLM with 70B Models

Offered By: Venelin Valkov via YouTube

Tags

Language Models Courses Machine Learning Courses Prompt Engineering Courses Model Evaluation Courses Fine-Tuning Courses Mistral 7B Courses

Course Description

Overview

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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

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