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LLM Index

Alpaca vs. FastChat

A side-by-side comparison of release history, capabilities, licensing and model sizes.

Attribute Alpaca FastChat
Developer Stanford LMSYS
Current generation – –
Initial release 2023-03-13 2023-04-28
Instruct tuned Yes Yes
Coding No No
Finetuning Yes Yes
Open source Yes Yes
License Noncommercial Apache 2.0
Model sizes 7B 3B
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Alpaca

Alpaca is an instruction-finetuned LLM based off of LLaMA.

The first of many instruct-finetuned versions of LLaMA, Alpaca is an instruction-following model introduced by Stanford researchers. Impressively, with only $600 of compute spend, the researchers demonstrated that on qualitative benchmarks Alpaca performed similarly to OpenAI's text-davinci-003, a significantly larger model.

FastChat

FastChat is the open platform for training, serving, and evaluating LLM chatbots developed and maintained by LMSYS.

FastChat is an open-source library for training, serving, and evaluating LLM chat systems from LMSYS. It includes training and evaluation code, a model serving system, a Web GUI, and a finetuning pipeline, and is the de facto system for Vicuna as well as FastChat-T5. FastChat also includes the Chatbot Arena for benchmarking LLMs.

Further reading

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