[MODULE] Implement Chapter 5: Vision Language Model

[duydl]

PR for Issue #49: Implement Vision Language Model chapter

Description

This PR adds the Vision Language Model (VLM) chapter.

Changes Introduced

• Overview of VLMs

  • Defined Vision Language Models and their capabilities.
  • Highlighted applications like image captioning, visual question answering, and multimodal reasoning.
  • Linked to the detailed VLM Usage page.
  • Complete VLM Usage page

• Fine-Tuning Guide

  • Explained the process and importance of fine-tuning for specific tasks.
  • Linked to the detailed VLM Fine-Tuning page.
  • Complete VLM Fine-Tuning page.

• Exercise Notebooks

  • Added two Jupyter Notebooks:
    • vlm_usage_sample.ipynb: Demonstrates pre-trained VLM usage for tasks such as image and video processing.
    • vlm_finetune_sample.ipynb: Guides fine-tuning a VLM for various datasets and advanced methods.
  • Includes examples and tiered exercises for learners.

[burtenshaw]

Thanks for the PR!

This looks like a great structure. I've reviewed the text but not the notebook. Let's get the text in place then move on to the notebook last.

[duydl]

@burtenshaw I think it is ready for a review.

[burtenshaw]

@burtenshaw I think it is ready for a review.

Nice work! Let's get the notebook work from here in, and then I'll get a reviewer on it.

[duydl]

@burtenshaw I got the notebook working, though the training would take some time on my hardware.

[duydl]

@burtenshaw Seem like this should be merged by tomorrow. Sorry, I got unexpected busy and could not work on this. Let see what I can add before the deadline...

[burtenshaw]

@burtenshaw Seem like this should be merged by tomorrow. Sorry, I got unexpected busy and could not work on this. Let see what I can add before the deadline...

No worries. I am currently merging modules on their release day, so I'll do this tomorrow.