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GPT4All vs. MPT-7B

LLM Comparison

GPT4All

Overview

Describing itself as an ecosystem for open-source chatbots, Nomic provides a framework for training LLMs with LLaMA and GPT-J backbones.

Initial release: 2023-03-26

Reference

https://github.com/nomic-ai/gpt4all

Further Reading

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

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More Comparisons

GPT4All

MPT-7B
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Varies Apache 2.0
Model Sizes 7B, 13B 7B

Other GPT4All Comparisons

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

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

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