Awesome LLM Domains

A curated collection of resources on Large Language Models (LLMs) and their application domains, featuring easy-to-digest introductions to foundational concepts and state-of-the-art developments. This repository is continuously updated with knowledge and insights I've gained through learning and research.

📚 Documentation

📘 Complete Documentation Available: Visit the GitBook documentation for comprehensive guides, tutorials, and detailed explanations of all LLM concepts and implementations.

Foundations

• Architecture
• Evaluation

Models

• Open Source Models
• Qwen3
  • Qwen3-235B-A22B and Qwen3-30B-A3B
• Deepseek
  • DeepGEMM - Matrix Multiplication Revolution
  • FlashMLA and DeepEP
  • Multi-head Latent Attention (MLA)
  • Evolution of Attention: MLA to NSA
• Model LeaderBoards
  • Leaderboards

Agents

• Frameworks
• Planning
• A2A (Agent-to-Agent communication) - Coming Soon
• MCP (Multi-agent collaboration) - Coming Soon

RAGs

• GraphRAG
  • Microsoft GraphRAG System

Deployments

• VLLM
  • Distributed Inference and Serving
  • Tensor vs Pipeline Parallelism
  • VLLM Architecture
• TGI
  • TGI v3
• BitNet
  • BitNet
• HuggingFace
  • Accessing Gated Models