Building Gradio Demos with Llama

[Zhreyu]

Hello!,

I came across the Open Call for Contributions to the LLaMA Recipes Repository and I'm excited to contribute!

Projects of Interest:

Create a Gradio Demo with Llama
Implement Retrieval Augmented Generation with Llama

Proposal:

I aim to develop several Gradio demos to demonstrate the functionality of Llama models, making it easier for users to interact with and explore Llama’s capabilities in a user-friendly interface.

Approach:

Firstly; Implement interactive Gradio interfaces to showcase different use cases, such as text generation, summarization, etc.
Then; Focus on creating easy-to-use demos that help the community experiment with the Llama models.
After setting up the basic demos, the next phase would involve adding RAG functionality for more advanced use cases.

Future Prospects:

Integrate Retrieval Augmented Generation (RAG): After completing the Gradio demos, I plan to integrate these demos with RAG features in future updates.
I’m excited to hear your thoughts and suggestions!

[ariG23498]

Hey @Zhreyu

Thanks for taking this up! The suggestion looks terrific and we are very keen on seeing what you build.

My two cents:

1. If you are thinking of multiple gradio demos, we should create a folder named gradio_demos
2. Showcase basic functionalities like you have mentioned in seperate scripts and notebooks.
3. The folder could potentially have a README of its own with screenshots of the applications
4. I would advise you to open a separate issue on RAG with Llama (as that would be more accessible)

I would also like my colleagues to comment on this. CC: @Vaibhavs10 @osanseviero

[Zhreyu]

Thank you for your valuable feedback! I completely agree with your suggestions and will begin by creating the gradio_demos folder to organize the Gradio demos. Initially, I plan to start with five notebooks showcasing use cases such as a chatbot, sentiment analysis, translation, summarization, and code generation.

As advised, I'll separate the RAG implementation from this issue to keep things organized.

After completing the initial five demos, I also intend to explore incorporating more demos, especially the Llama 3.2 vision model for vision-based use cases. Please do suggest any specific use cases or demos you'd like to see.

If everything looks good, I'll get started on this right away! :)

[srinjoydutta03]

Hi @Zhreyu

Would you be open to collaborate? I would love to contribute to the issue

[Zhreyu]

Hi @Zhreyu

Would you be open to collaborate? I would love to contribute to the issue

Sure! Let's connect!

[kritikaparmar-programmer]

Hey @Zhreyu Are you looking for more collaborators?? I would love to be a part of this project.

[AhmedIssa11]

Would it be possible for me to contribute by adding new use cases to the gradio_demos ? @ariG23498

[ariG23498]

@AhmedIssa11 👋

I would love to see you all collaborate on a single PR together, and then if need be increase the number of gradio demos later. How does that sound?

[AhmedIssa11]

That sounds great! I'll wait for your guidance on how to work on the PR together. @ariG23498
Let's connect guys @Zhreyu @srinjoydutta03 @srinjoydutta03