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GPTNeo vs. MPT-7B

LLM Comparison

GPTNeo

Overview

GPTNeo is a model released by EleutherAI to try and provide an open source model with capabilities similar to OpenAI's GPT-3 model. One of the earliest such models, GPTNeo was trained on The Pile, Eleuther's corpus of web text.

Initial release: 2021-03-21

Reference

https://huggingface.co/togethercomputer/GPT-NeoXT-Chat-Base-20B

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

GPTNeo

MPT-7B
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Apache 2.0 Apache 2.0
Model Sizes 1.5B 7B

Other GPTNeo Comparisons

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