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LLM Index

Alpaca vs. FLAN-T5

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

Attribute Alpaca FLAN-T5
Developer Stanford Google
Current generation – –
Initial release 2023-03-13 2022-12-06
Instruct tuned Yes Yes
Coding No No
Finetuning Yes Yes
Open source Yes Yes
License Noncommercial Apache 2.0
Model sizes 7B 3B, 11B
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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.

FLAN-T5

FLAN-T5 is a finetuned version of Google's popular T5 model with instruct-finetuning. As stated in the model repository's introduction, compared to T5, FLAN-T5 is "just better at everything." With its permissive license, FLAN-T5 has become a popular option for a starting instruct model.

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