成为AI大师吧 Become AI master

1. LLM Basic
   1. 模型架构Transformer
   2. Pre-Training
   3. Post-Training
      1. instruction fine-tuning
      2. PEFT
2. MLSYS
   1. Inference
   2. Training
3. SFT
   1. distillation
   2. learn domain knowledge
   3. LoRA
4. RL
   1. PPO
   2. DPO
   3. GRPO
   4. DAPO
5. COT
   1. longCOT
6. RAG
   1. split
   2. rerank
   3. embedding model
7. Memory
   1. Short-term
   2. Long-term
8. MCP
   1. JSON-RPC
   2. sse, streamable http
9. orchestrator
   1. Coze
   2. dify
10. AI Agents
    1. general agents: manus,
    2. deep researcher
    3. ai coding