Materials for the course Principles of AI: LLMs at UPenn (Stat 9911, Spring 2025). LLM architectures, training paradigms (pre- and post-training, alignment), test-time computation, reasoning, safety and robustness (jailbreaking, oversight, uncertainty), representations, interpretability (circuits), etc.
education ai transformers inference circuits alignment safety jailbreaking interpretability robustness fine-tuning aisafety hallucination llms rlhf test-time-computation
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Updated
Dec 18, 2024