update README.md

support GPU inference

remove unecessary `peft` dependency

fix typo

polish the language for usage

merge miaoran into forrest

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update for pipeline

fix typos in performance numbers

add comparison with GPTs and migration notice; link to web app

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minor update to README

updated candle.png

updated files for hhem-2.1-open

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Upload candle.png

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Add link to GitHub repository

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