Stanford CS336 Language Modeling from Scratch I 2025
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What you'll learn
This course includes
- 22.3 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 16 lessons • 22.3 hours of video
Stanford CS336 Language Modeling from Scratch I 2025
16 lessons
• 21 hours
Stanford CS336 Language Modeling from Scratch I 2025
16 lessons
• 21 hours
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lec. 2: Pytorch, Resource Accounting 01:19:22
- Stanford CS336 Lang. Modeling from Scratch | Spring 2025 | Lec. 3: Architectures, Hyperparameters 01:27:03
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 4: Mixture of experts 01:22:04
- Stanford CS336 I Language Modeling from Scratch | Spring 2025 | Lecture 5: GPUs 01:14:21
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 6: Kernels, Triton 01:20:22
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 7: Parallelism 1 01:24:42
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 8: Parallelism 2 01:15:10
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 9: Scaling laws 1 01:05:18
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 10: Inference 01:22:52
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 11: Scaling laws 2 01:18:13
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 12: Evaluation 01:20:48
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 13: Data 1 01:19:06
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 14: Data 2 01:19:12
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 15: Alignment - SFT/RLHF 01:14:51
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 16: Alignment - RL 1 01:20:32
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 17: Alignment - RL 2 01:16:09
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