There are 4 programming assignments described in the table below.
| # | Title | Description | Due Dates |
|---|---|---|---|
| HW0 | Exploring LLMs | An introductory assignment comparing and analyzing outputs from different LLMs. |
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| HW1 | Transformer from Scratch | Build and understand the Transformer architecture from the ground up. |
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| HW2 | Finetuning LLMs | Explore techniques to adapt pre-trained LLMs to new tasks in an efficient and performant manner. |
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| HW3 | LLM Compression | Leverage patterns in pretrained weights to compress LLMs for memory-efficient inference and finetuning. |
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