Stanford CS224N | 2023 | Lecture 10 - Prompting, Reinforcement Learning from Human Feedback
20 Sep 2023
1h 16m
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Episodes
Stanford CS224N NLP with Deep Learning | 2023 | Lecture 9 - Pretraining
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AI processedPre-training revolutionizes modern natural language processing by shifting from task-specific training to large-scale, unsupervised reconstruction of input sequences. By masking tokens or spans within text, models learn complex linguistic structures, semantics, and world knowledge, which serve as robust parameter initi...
Stanford CS224N NLP with Deep Learning | 2023 | Lecture 8 - Self-Attention and Transformers
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AI processedSelf-attention and transformer architectures represent a fundamental shift in modern natural language processing, addressing the inherent limitations of recurrent neural networks. RNNs struggle with long-distance dependencies and sequential processing, which hinders parallelization on GPUs. Self-attention resolves thes...
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