Rough draft for my blog ideas

01 Jul, 2024

Hello World! May or may not delete this later...

A No Bullsh*t guide on getting started with LLMs

This will be split into three parts.

• Prerequisites
  • Python
  • HuggingFace
  • Google Colab ? Alternatives
• Introduction to LLMs
  • Transformers Architecture
  • LLM Nomenclature
  • Training and Deploying LLMS
  • Prompting vs RAG vs Fine-Tuning
  • Quantization
• Practical LLM
  • Local vs Cloud LLMs
  • Models Runtime and Implementation
  • Choosing, Downloading and Running Models
  • Fine-Tuning Models

Blog Ideas

• Size Matters Series:
  • LLM Quantization Types and Techniques (Part 1)
  • Practical Implementation of LLM Quantization (Part 2)
  • In-depth Study of LLM Quantization Techniques (Part 3)
• Hardware requirements for LLMs
• A Newbies guide to HuggingFace and LLMs
• Alternatives to Google Colab
• Running LLMS : GUI and CLI Applications
• Model Makeover Series:
  • What is LLM Finetuning ? (Part 1)
  • Practical Finetuning (Part 2)

#dump