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MPT-7B vs. OpenAssistant

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

OpenAssistant

Overview

OpenAssistant is a project organized by LAION with aim of providing an open source alternative to ChatGPT. Its primary effort is to collected instruct examples to then tune existing LLMs. The first major release is available as part of Hugging Face's HuggingChat.

Initial release: 2023-04-15

Reference

https://open-assistant.io/

Further Reading

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More Comparisons

MPT-7B

OpenAssistant
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Apache 2.0 Varies
Model Sizes 7B 6.7B, 6.9B, 7B, 12B, 30B

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 OpenAssistant Comparisons

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

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