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Alpaca vs. Mistral

LLM Comparison


Alpaca

Alpaca

Overview

Alpaca is an instruction-finetuned LLM based off of LLaMA.


The first of many instruct-finetuned versions of LLaMA, Alpaca is an instruction-following model introduced by Stanford researchers. Impressively, with only $600 of compute spend, the researchers demonstrated that on qualitative benchmarks Alpaca performed similarly to OpenAI's text-davinci-003, a significantly larger model.


Initial release: 2023-03-13

Further Reading

Mistral

Mistral

Overview

Developed by some of the researchers behind Llama, the Mistral large language models were an early standard for accessible and performant open source models.


Mistral AI offers 7B and mixture-of-experts models (8x7B Mixtral and 8x22B Mixtral) that are competitive or better than commercial models of similar size. Available under the Apache 2.0 license, the Mistral models are now also available via most cloud vendors. The latest Mixtral 8x22B represents state-of-the-art performance in the open-source domain. Mistral AI has also begun offering proprietary Small, Large, and Edge models via their business API.


Initial release: 2023-09-27

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Alpaca

Mistral

Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Noncommercial Apache 2.0
Model Sizes 7B 7B, 8x7B, 8x22B