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Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 1: Overview and Tokenization
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Stanford CS336 - Language Modeling from Scratch 2025
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- 1 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 1: Overview and Tokenization
- 2 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lec. 2: Pytorch, Resource Accounting
- 3 Stanford CS336 Lang. Modeling from Scratch | Spring 2025 | Lec. 3: Architectures, Hyperparameters
- 4 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 4: Mixture of experts
- 5 Stanford CS336 I Language Modeling from Scratch | Spring 2025 | Lecture 5: GPUs
- 6 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 6: Kernels, Triton
- 7 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 7: Parallelism 1
- 8 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 8: Parallelism 2
- 9 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 9: Scaling laws 1
- 10 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 10: Inference
- 11 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 11: Scaling laws 2
- 12 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 12: Evaluation
- 13 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 13: Data 1
- 14 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 14: Data 2
- 15 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 15: Alignment - SFT/RLHF
- 16 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 16: Alignment - RL 1
- 17 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 17: Alignment - RL 2
