Work by the Summer 2023 interns
The 2023 summer internship project of Yield Inc. is to create an open-source LLM powered chatbot that is capable of answering Yield Protocol's user questions based on relevant documents from Yield's proprietary document corpus. The workstream can be partitioned in 5 stages:
- Run a large language model on commercially available infrastructure.
- Create a fine-tuning dataset that would assist Yield in achieving its goals.
- Fine-tuning a large language model on the created dataset
- Comparing the fine-tuned model to publicly available foundation models
- Deploy the RAG-LLM App to production.
The project's final product will be deployed to Yield Protocol's discord server as a beta release, collecting user data in order to facilitate further enhancement of Yield Chatbot and improve Yield Protocol's community to be more user-friendly.