Links

Large Language Models

A placeholder for useful Large Language Model Links that I have come across

• Overcoming the Limitations of Large Language Models
• Prompt-driven search with LLMs
• txtai executes machine-learning workflows to transform data and build AI-powered semantic search applications
• Multimodal Chain-of-Thought Reasoning in Language Models
• List of Large Language Models to play with
• GPT for second brains - using GPT embeddings
• Storing OpenAI embeddings in Postgres with pgvector
• Awesome Prompt Engineering
• Prompt Engineering Guide
• Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch
• Understanding Large Language Models -- A Transformative Reading List
• Gorilla: Large Language Model Connected with Massive APIs
• LangChain AI Handbook
• Emerging Architectures for LLM Applications
• Autolabel is a Python library to label, clean and enrich text datasets with any Large Language Models (LLM)
• Google generative AI training courses
• Welcome to LLM University!
• Simple and Effective LangChain Guide to Get Started
• OpenLLM
• What is Semantic Kernel?
• Content Repository: Graph Databases / LLMs / GPT / Generative AI
• Challenges and Applications of Large Language Models
• Tutorial: Llama-2 4bit fine-tune with dolly-15k on Colab (Free)
• Awesome-LLMOps
• Llama from scratch
• Optimize a RAG application
• DSPy: Programming—not prompting—Foundation Models
• Financial Statement Analysis with Large Language Models