Hello, I’m Sarvesh Atawane, currently pursuing a B.Tech in Computer Science and Engineering (AI/ML) at the Indian Institute of Information Technology, Nagpur.
My current progress:
- Fixed the issue of the model not giving perfect responses by changing the URL to the parent URL directory of Hyperledger.
- Added functionality allowing the model to respond to documents.
- Tested different models under the Apache 2.0 License and found that Mistral performs better with some tuning of its hyperparameters.
- The model produced extra output of the context and system prompts, which I fixed by filtering only the model's output.
- Currently, I am trying to add the functionality to stop the model from generating and to update the previous prompt, similar to ChatGPT.
- This is the current version after modifying the code of AI-FAQ. (I have uploaded my resume for context in this example).
- ScreenShot:
My suggestions:
- Use the Giksard module to test the quality of responses generated by the model.
- Use the Django framework, as it provides ORM which would be useful for storing user data and conversations. Additionally, since the model is in Python, this framework would be more suitable.
Currently, I am learning the Django framework along with React for the front end.