What is the alpaca language model?

Development of Alpaca Alpaca, the open-source language model, was developed by a team of researchers from Stanford University's Center for Research on Foundation Models. This team embarked on the project to create a more accessible and cost-effective alternative to proprietary large language models (LLMs).

How does alpaca work?

Alpaca offers simple, modern API-first solutions to enable anyone, either individuals or businesses, to connect applications and build algorithms to buy and sell stocks or crypto with zero commissions. You need to have your API keys and secret keys by creating an account in Alpaca. Under the hood, Alpaca uses a WebSocket connection to stream data.

How do we measure alpaca performance?

To gauge Alpaca's performance, the researchers employed a human evaluation method using inputs from the self-instruct evaluation set. This set, compiled by the creators of the self-instruct guides, covers a wide range of topics, such as email composition, social media, and productivity software.