Ali Bereyhi
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UofT -- Deep GenAI Course -- Summer25
15 posts · theirs
Lately
UofT GenAI Course -- Lecture 14: Maximum Likelihood Learning
UofT GenAI Course -- Lecture 13: Explicit Distribution Learning - Sampling
UofT GenAI Course -- Lecture 12: Naive Bayes -- Most Basic Generative Model
UofT GenAI Course -- Lecture 11: Discriminative vs Generative Learning
UofT GenAI Course -- Lecture 10: Generic Problem of Data Generation -- Basic Definitions
UofT GenAI Course -- Lecture 9: Prompt Design for Task-specific Sampling from LLMs
UofT GenAI Course -- Lecture 8: Statistical View on Fine-Tuning and LoRA
UofT GenAI Course -- Lecture 7: Pre-training and Fine-tuning
UofT GenAI Course -- Lecture 6: Examples of LLMs -- Size, Data and Practical Considerations
UofT GenAI Course -- Lecture 4: Extracting Language Context by Self-Attention
UofT GenAI Course -- Lecture 5: LMs -- Transformer-based LMs
UofT GenAI Course -- Lecture 2: LMs -- Definition and Basic Bi-Gram Model
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