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LLM Index

GPT-J vs. Vicuna

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

Attribute GPT-J Vicuna
Developer EleutherAI UC Berkeley, CMU, Stanford, MBZUAI, UCSD
Current generation – –
Initial release 2021-06-09 2023-03-30
Instruct tuned Yes Yes
Coding No No
Finetuning Yes Yes
Open source Yes Yes
License Apache 2.0 Noncommercial
Model sizes 6B 13B
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GPT-J

GPT-J is a model released by EleutherAI shortly after its release of GPTNeo, with the aim of delveoping an open source model with capabilities similar to OpenAI's GPT-3 model. With a larger size than GPTNeo, GPT-J also performs better on various benchmarks.

Vicuna

Released alongside Koala, Vicuna is one of many descendants of the Meta LLaMA model trained on dialogue data collected from the ShareGPT website. According to the authors, Vicuna achieves more than 90% of ChatGPT's quality in user preference tests, while vastly outperforming Alpaca. As of May 2023, Vicuna seems to be the heir apparent of the instruct-finetuned LLaMA model family, though it is also restricted from commercial use.

Further reading

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