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The phrase "a lightweight version" is correct and usable in written English.
It can be used to describe a simplified or less resource-intensive version of something, such as software or a product.
Example: "The company released a lightweight version of their application that requires less memory and processing power."
Alternatives: "a simplified version" or "a basic version".
Exact(47)
This chapter discusses a lightweight version of the major UML techniques.
Jacob Cook, a twenty-three-year-old student, is the brains behind ArkOS, a lightweight version of the free Linux operating system.
He refused to respond to Mr Toledo's repeated efforts to paint him as a lightweight version of Mr Chávez.At 35, Ms Fujimori is the youngest candidate.
However, a small business could execute a lightweight version that attempts to measure the key value factors across its fans and nonfans.
"I can't keep enough of them in my store," said Ikram Goldman, the proprietor of her namesake boutique in Chicago, referring to a lightweight version by Céline.
Due out later this year, Windows 8 will come in two distinct flavours: a lightweight version for touch-based tablets; and a heavy-duty version for personal computers that can also use a keyboard and a mouse for input.
Similar(13)
Business Objects has released a free, lightweight version of its spreadsheet visualization software Crystal Xcelsius.
In the past year, Fitbit launched a more lightweight version of the tracker called the Zip, which measures steps, distance and calories burned.
When Apple first launched the iPhone in 2007, had there been a great, lightweight version of Flash for mobile devices, I bet that Apple would have almost been forced to use it.
Also, because the coaching is reframed as just being "chat," it doesn't seem as time-intensive for potential coaches who may have never otherwise considered offering a more lightweight version of their mentorship.
This week Bango removed barriers to selling mobile content by enabling anyone to start earning money with a new lightweight version of their service, which gives businesses and individuals alike the opportunity to offer digital content for the mobile Web.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com