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MPT-7B vs. Vicuna

LLM Comparison

MPT-7B

Overview

MPT-7B is a set of models that are part of MosaicML's Foundation Series. Trained on 1T tokens, the developers state that it matches the performance of LLaMA while also being open source. In addition to the base model, the developers also offer MPT-7B-Instruct, MPT-7B-Chat, and MPT-7B-StoryWriter-65k+, the last of which is trained on a context length of 65K tokens.

Initial release: 2023-05-05

Reference

https://www.mosaicml.com/blog/mpt-7b

Further Reading

Vicuna

Overview

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.

Initial release: 2023-03-30

Reference

https://vicuna.lmsys.org/

Further Reading

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More Comparisons

MPT-7B

Vicuna
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Apache 2.0 Noncommercial
Model Sizes 7B 13B

Other MPT-7B Comparisons

MPT-7B vs. Alpaca MPT-7B vs. BLOOM MPT-7B vs. Cerebras-GPT MPT-7B vs. Dolly MPT-7B vs. FLAN-T5 MPT-7B vs. FLAN-UL2 MPT-7B vs. GPT-J MPT-7B vs. GPT4All MPT-7B vs. GPTNeo MPT-7B vs. Koala MPT-7B vs. LLaMA MPT-7B vs. OpenAssistant MPT-7B vs. OpenLLaMA MPT-7B vs. OPT MPT-7B vs. Pythia MPT-7B vs. RedPajama-INCITE MPT-7B vs. StableLM MPT-7B vs. StableVicuna MPT-7B vs. Vicuna

Other Vicuna Comparisons

Vicuna vs. Alpaca Vicuna vs. BLOOM Vicuna vs. Cerebras-GPT Vicuna vs. Dolly Vicuna vs. FLAN-T5 Vicuna vs. FLAN-UL2 Vicuna vs. GPT-J Vicuna vs. GPT4All Vicuna vs. GPTNeo Vicuna vs. Koala Vicuna vs. LLaMA Vicuna vs. MPT-7B Vicuna vs. OpenAssistant Vicuna vs. OpenLLaMA Vicuna vs. OPT Vicuna vs. Pythia Vicuna vs. RedPajama-INCITE Vicuna vs. StableLM Vicuna vs. StableVicuna

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