https://github.com/kurianbenoy/llm-101

Content for our workshop at FOSSMEET.
https://github.com/kurianbenoy/llm-101

Last synced: about 2 months ago
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Content for our workshop at FOSSMEET.

• Host: GitHub
• URL: https://github.com/kurianbenoy/llm-101
• Owner: kurianbenoy
• License: mit
• Created: 2024-03-23T16:01:37.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-03-27T18:55:18.000Z (10 months ago)
• Last Synced: 2024-10-15T00:02:06.192Z (3 months ago)
• Language: TypeScript
• Homepage: https://tiny.cc/llm102
• Size: 123 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# LLM-101

Content for  our workshop at FOSSMEET. 

[Workshop shortened link](https://tiny.cc/llm102)

## Contents

1. Generative AI overview + generative applications demo.

2. FOSSMeet Website using Cursor IDE.

a) https://kurianbenoy.com/talks/nitc-fossmeet-2024/llm-101.html#/title-slide 

b) [Webapp we build as fossmeet website](https://llm-101-pi.vercel.app/)

3. OpenAI API demo.

a) https://colab.research.google.com/drive/11PPbnIsRpkM_ENyxpySS7kNTxuq2Nd2o?usp=sharing 

4. [Ollama](https://ollama.com/) setup to run open source models locally.

5. Streamlit application demo.

Checkout [streamlit_main.py file.](streamlit_main.py)

6. LLM theory and transformers.

a) [Slides](https://docs.google.com/presentation/d/10i4-uDHQrk1R00JoafUTCjhCI0cS1EfxY9iDlJhzsWw/edit?usp=sharing)

b) [AttentionIsAllYouNeed - Google Slides](https://docs.google.com/presentation/d/1qrrREyRh2uabWdYGnNEApNUbPnQMh670Ra1J9yYjqeI/edit#slide=id.g91e47d81a8_0_6)

7. LLMs Philosophical concerns.

8. Prompt Engineering.

a) [Prompt Engineering Guide](promptingguide.ai)

b) [GitHub - mattnigh/ChatGPT3-Free-Prompt-List: A free guide for learning to create ChatGPT3 Prompts](https://github.com/mattnigh/ChatGPT3-Free-Prompt-List)