Creating a Dashboard

[gagan3012]

Hello,
I was very impressed with the work that has been done on this repository. I think we can create a fast API and deploy it on server and then create a dashboard on streamlit to get the results and visualizations.

Streamlit: https://github.com/streamlit/streamlit
Fast API: https://github.com/tiangolo/fastapi

[borisdayma]

At the moment, all the datasets and models are available as W&B artifacts: see here.

For inference, models are publicly available on Hugging Face model hub.

But feel free to build any other viz tools with huggingtweets and let me know if you have any questions!

[gagan3012]

Hello,
I have been trying to create an API for HuggingTweets but I am unable to do so can you help me?

[borisdayma]

Of course!
You can see some examples on how to use it on this model page for example: https://huggingface.co/huggingtweets/elonmusk

After that there are also a few ways to list all models currently available.

Feel free if you have any specific issue I can help you with.

[gagan3012]

Hello,
I actually wanted to include the option of fine tuning the model in the api too. How can that be achieved here?

[borisdayma]

For fine-tuning you need GPU. That is why the program is done with Colab.