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BLOOM vs. MPT-7B

LLM Comparison

BLOOM

Overview

A model proposed during the BigScience Workshop as an open-source alternative to GPT-3, BLOOM has since been superseded by recent models based on Meta's LLaMA model.

Initial release: 2022-07-06

Reference

https://bigscience.huggingface.co/blog/bloom

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

BLOOM

MPT-7B
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Open RAIL-M v1 Apache 2.0
Model Sizes 1.1B, 1.7B, 3B, 7.1B, 176B 7B

Other BLOOM Comparisons

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