Thanks! Looking forward to it. How deep must one's understanding of LLMs to really benefit from this book? Is LLM training/fine-tuning experience necessary?
p
powerful-horse-58724
07/09/2024, 8:20 PM
i haven't read the full thing yet, but so far I think it's probably pretty good for anyone looking to use LLMs. Not really about training, it seems more focused on prompting for getting the results you want
powerful-horse-58724
07/09/2024, 8:22 PM
I think it might go into using prompts with RAG type applications as well.
Chapters:
1. The Five Principles Of Prompting
2. Introduction To Large Language Models For Text Generation
3. Standard Practices For Text Generation With ChatGPT
4. Advanced Techniques For Text Generation With LangChain
5. Vector Databases With FAISS And Pinecone
6. Autonomous Agents With Memory And Tools
7. Introduction To Diffusion Models For Image Generation
8. Standard Practices For Image Generation With Midjourney
9. Advanced Techniques For Image Generation With Stable Diffusion
10. Building AI-Powered Applications