https://github.com/arjuntheprogrammer/finetuning_llms

https://github.com/arjuntheprogrammer/finetuning_llms

Last synced: about 1 year ago
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• Host: GitHub
• URL: https://github.com/arjuntheprogrammer/finetuning_llms
• Owner: arjuntheprogrammer
• Created: 2024-05-15T08:54:49.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-05-16T05:13:52.000Z (almost 2 years ago)
• Last Synced: 2025-01-26T20:29:23.032Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 6.56 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Finetuning Large Language Models

Learn to finetune an LLM in minutes and specialize it to use your own data

- Master LLM finetuning basics

- Differentiate finetuning from prompt engineering and know when to use each

- Gain hands-on experience with real datasets for your projects

![CourseOverview](image.png)

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## INDEX

1. Why Finetune

2. Where Finetuning fits

3. Instruction Finetuning

4. Data Preparation

5. Training Process

6. Evaluation and Iteration

7. Considerations

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## YT RECORDINGS

1. Instruction Finetuning:[![Instruction Finetuning](https://img.youtube.com/vi/pmGTnZOWKH8/0.jpg)](https://youtu.be/pmGTnZOWKH8)

2. Data Preparation:[![Data Preparation](https://img.youtube.com/vi/Y3DvAH1DjFM/0.jpg)](https://youtu.be/Y3DvAH1DjFM)

3. Training:[![Training](https://img.youtube.com/vi/FYeSpI9mDWc/0.jpg)](https://youtu.be/FYeSpI9mDWc)

4. Evaluation:[![Evaluation](https://img.youtube.com/vi/lpnLn4scdbQ/0.jpg)](https://youtu.be/lpnLn4scdbQ)

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## COURSE LINK

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