Free Hugging Face Transformers Course for Generative Tasks

Free Hugging Face Transformers Course for Generative Tasks

• Lesson 01: Course Introduction

  03:43Preview

  • 1.01 Course Introduction Using Hugging Face Transformers for Generative Tasks

    03:43

• Lesson 02: Learning Objectives

  01:15Preview

  • 2.01 Learning Objectives

    01:15

• Lesson 03: Introduction to Generative AI and Hugging Face Ecosystem

  12:33Preview

  • 3.01 Introduction to Generative AI

    05:00

  • 3.02 Hugging Face Ecosystem

    02:33

  • 3.03 Transformer Model Types

    05:00

• Lesson 04: Text Generation with Pretrained Transformer Models

  20:19

  • 4.01 Text Generation with Pretrained Transformer Models

    03:57

  • 4.02 Key Parameters for Text Generation and Common LLM Failure Scenarios

    05:43

  • 4.03 Demo Text Generation with Hugging Face Pipelines

    10:39

• Lesson 05: Prompt Engineering and Controlled Text Generation

  38:13Preview

  • 5.01 Introduction to Prompt Engineering

    04:33

  • 5.02 Prompting Techniques and Controlling AI Responses in Text Generation

    02:58

  • 5.03 Prompt Debugging Techniques

    04:01

  • 5.04 Demo Prompt Engineering for Controlled Output​ Part 1

    08:00

  • 5.05 Demo Prompt Engineering for Controlled Output​ Part 2

    08:51

  • 5.06 Demo Text Summarization Using Encoder Decoder Models​

    09:50

• Lesson 06: Key Takeaways

  01:40Preview

  • 6.01 Key Takeaways

    01:40

  • Knowledge Check