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LLM Engineering: Transformers & RAG
The peak of the mountain. Learn how ChatGPT works. Build Chatbots, Agents, and Fine-tune Llama models on your own data.
12 Weeks Expert
What you'll build
Understand the Transformer Architecture
Use HuggingFace Ecosystem
Build RAG (Retrieval Augmented Generation)
Fine-tune LLMs (LoRA/PEFT)
Build AI Agents
Your Progress
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Curriculum
1. Architecture: Attention is All You Need
2. HuggingFace Libraries
3. RAG (Retrieval Augmented Generation)
4. Prompt Engineering
5. Fine-Tuning (LoRA)
6. AI Agents
7. Evaluation (RAGAS)
8. LLMOps & Production
9. The Math of Embeddings
10. RLHF (Training ChatGPT)
11. Multimodal Models (LlaVA)
12. AI Safety & Jailbreaking
Frequently Asked Questions
Is this minimal?
No. This is cutting edge. Modules change often as the field moves fast.
Cost?
API usage (OpenAI/Anthropic) costs money. Be prepared to spend $5-$10 on credits.