Pythia vs Alpaca
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psychology AI Verdict
description Overview
Pythia
Pythia is a suite of 16 open-source language models developed by EleutherAI in 2023, ranging from 70 million to 12 billion parameters. The models were trained on identical data sequences with publicly available checkpoints at regular intervals, specifically designed to enable scientific study of large language model training dynamics. Researchers use Pythia primarily to investigate scaling behavio...
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Alpaca
Alpaca is an instruction-following language model released by Stanford researchers in March 2023. It was fine-tuned from Meta's LLaMA 7B model using 52,000 instruction-response examples generated with OpenAI's text-davinci-003 model through a self-instruct process. The project demonstrated that a relatively small dataset and modest fine-tuning budget could reproduce some instruction-following beha...
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