Exercise#1 Domain adapted models

References

Blog: Advancing medical AI with Med-Gemini

Objective

Your objective is to look for models that have been adapted for specific industry vertical (domain) or fine tuned for specific industry task.

Steps:

  1. Select a domain (Medical, Finance, Law, Retail, ….)

  2. Look up models on Hugging Face for the selected field

  3. Go through the model card to understand if the model is domain adapted or fine tuned on specific task

  4. Think of use cases that can leverage the selected models

  5. Check out the datasets used for fine tuning

Share your findings. If you have found an interesting model please share it with others using the course discussion forums.

Hints

  • Domian adapted : checkout the models good for text-generation

  • Instruction tuned : checkout task specific models in the specific domain

Examples

Medical

Finance

Retail

Law