LLMs-from-scratch/ch06/README.md

# Chapter 6: Finetuning for Classification

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## Main Chapter Code

- [01_main-chapter-code](01_main-chapter-code) contains the main chapter code

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## Bonus Materials

- [02_bonus_additional-experiments](02_bonus_additional-experiments) includes additional experiments (e.g., training the last vs first token, extending the input length, etc.)
- [03_bonus_imdb-classification](03_bonus_imdb-classification) compares the LLM from chapter 6 with other models on a 50k IMDB movie review sentiment classification dataset
- [04_user_interface](04_user_interface) implements an interactive user interface to interact with the pretrained LLM


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[![Link to the video](https://img.youtube.com/vi/5PFXJYme4ik/0.jpg)](https://www.youtube.com/watch?v=5PFXJYme4ik)
add readme 2024-05-13 08:50:55 -05:00			`# Chapter 6: Finetuning for Classification`

Update bonus section formatting (#400) 2024-10-12 10:26:08 -05:00			` `
distinguish better between main chapter code and bonus materials 2024-06-11 21:07:42 -05:00			`## Main Chapter Code`

add readme 2024-05-13 08:50:55 -05:00			`- [01_main-chapter-code](01_main-chapter-code) contains the main chapter code`
distinguish better between main chapter code and bonus materials 2024-06-11 21:07:42 -05:00
Update bonus section formatting (#400) 2024-10-12 10:26:08 -05:00			` `
distinguish better between main chapter code and bonus materials 2024-06-11 21:07:42 -05:00			`## Bonus Materials`

add readme 2024-05-13 08:50:55 -05:00			`- [02_bonus_additional-experiments](02_bonus_additional-experiments) includes additional experiments (e.g., training the last vs first token, extending the input length, etc.)`
Add user interface to ch06 and ch07 (#366) * Add user interface to ch06 and ch07 * pep8 * fix url 2024-09-21 18:33:00 -07:00			`- [03_bonus_imdb-classification](03_bonus_imdb-classification) compares the LLM from chapter 6 with other models on a 50k IMDB movie review sentiment classification dataset`
Ch06 and Ch07 videos (#613) * Ch06 and Ch07 videos * exclude google scholar from link checking 2025-04-12 14:51:02 -05:00			`- [04_user_interface](04_user_interface) implements an interactive user interface to interact with the pretrained LLM`





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			`[![Link to the video](https://img.youtube.com/vi/5PFXJYme4ik/0.jpg)](https://www.youtube.com/watch?v=5PFXJYme4ik)`