Sapling Logo

LLaMA vs. MPT-7B

LLM Comparison

LLaMA

Overview

The model that launched a frenzy in open-source instruct-finetuned models, LLaMA is Meta AI's more parameter-efficient, open-source alternative to large commercial LLMs. Despite being smaller than many commercial models, LLaMA outperformed the gold standard GPT-3 on many benchmarks, with the primary drawback being that its access remains gated to researchers with restrictions on commercial use.

Initial release: 2023-02-24

Reference

https://ai.facebook.com/blog/large-language-model-llama-meta-ai/

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

Looking for an LLM API/SDK that works out of the box?

Sapling API
More Comparisons

LLaMA

MPT-7B
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Noncommercial Apache 2.0
Model Sizes 7B, 13B, 33B, 65B 7B

Other LLaMA Comparisons

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

Undecided?

Get Advice