donwany/llm-ai-book

demystifying the power of large language models book

2

stars

0

commits

Jupyter Notebook

primary language

Jul 31, 2024

updated

README

🚀 Just Launched! 🚀 June, 2024.

Title: 📚 Demystifying the Power of Large Language Models: A Deep Dive into Large Language Models 🤖💡

Dive into the cutting-edge world of LLMs with our comprehensive guide! 🌍📘 Here’s what you’ll discover:

Chapters

  • Brief History of LLMs 🕰️🔍
  • Intro to LLMs 🤖✨
  • Large Language Models
  • Transformer Architecture 🔄🏗️
  • Dataset Engineering 🛠️📊
  • Pretrained Models 📚🤝
  • Supervised Fine-Tuning 📈🔧
  • Reinforcement Learning from Human Feedback(RLHF) 🎮🙋‍♂️
  • Parameter Efficient Fine-Tuning(PEFT) 🧩🔍
  • Large Multimodal Models 🖼️🔊
  • LLM Evaluation 📉🔎
  • LLM Quantization ⚖️⚙️
  • LLM Platforms
  • Vector Databases 🗂️🔠
  • Retrieval Augmented Generation (RAG) 🔍🤔
  • LLM Inference Optimization 🚀💻
  • LLM Deployment 🚀🖥️
  • Securing LLMs 🔒🛡️
  • LLM Model Merging 🔗🤯
  • LLM Agents
  • OpenAI API

Get ready to unlock the secrets behind today's most powerful AI models! 🔑✨ Grab your copy on Amazon(https://a.co/d/gdxgO5T) now and embark on your LLM adventure! 🌟📖

Author

donwany/llm-ai-book

demystifying the power of large language models book

2

stars

0

commits

Jupyter Notebook

primary language

Jul 31, 2024

updated

README

🚀 Just Launched! 🚀 June, 2024.

Title: 📚 Demystifying the Power of Large Language Models: A Deep Dive into Large Language Models 🤖💡

Dive into the cutting-edge world of LLMs with our comprehensive guide! 🌍📘 Here’s what you’ll discover:

Chapters

  • Brief History of LLMs 🕰️🔍
  • Intro to LLMs 🤖✨
  • Large Language Models
  • Transformer Architecture 🔄🏗️
  • Dataset Engineering 🛠️📊
  • Pretrained Models 📚🤝
  • Supervised Fine-Tuning 📈🔧
  • Reinforcement Learning from Human Feedback(RLHF) 🎮🙋‍♂️
  • Parameter Efficient Fine-Tuning(PEFT) 🧩🔍
  • Large Multimodal Models 🖼️🔊
  • LLM Evaluation 📉🔎
  • LLM Quantization ⚖️⚙️
  • LLM Platforms
  • Vector Databases 🗂️🔠
  • Retrieval Augmented Generation (RAG) 🔍🤔
  • LLM Inference Optimization 🚀💻
  • LLM Deployment 🚀🖥️
  • Securing LLMs 🔒🛡️
  • LLM Model Merging 🔗🤯
  • LLM Agents
  • OpenAI API

Get ready to unlock the secrets behind today's most powerful AI models! 🔑✨ Grab your copy on Amazon(https://a.co/d/gdxgO5T) now and embark on your LLM adventure! 🌟📖

Author

Languages

Jupyter Notebook

86.6%

Python

11.2%

Shell

2.2%