Automatic Prompt Engineering (APE) automates the creation of prompts[1]. It involves a model generating multiple prompts, evaluating them, and refining the good ones, repeating the process[1].
Here's how it works[1]: First, a model is prompted to generate output variants[1]. Next, evaluate the generated prompts by scoring them based on a chosen metric such as BLEU (Bilingual Evaluation Understudy) or ROUGE (Recall-Oriented Understudy for Gisting Evaluation)[1]. Finally, select the prompt with the highest evaluation score for use; this can be further tweaked and re-evaluated[1].
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Transcript
Max out your phone brightness and cue an animated ad, echoing the DIY hologram project that wows friends. Slowly rotate the screen to project animated, moving color bands across your face like a live digital art show. Zoom in with a tight visor or mask close-up that lets blue and pink cyberpunk lights play over your skin, reminiscent of futuristic art. This setup shows that cyberpunk lighting thrives on vibrant motion and color, proving you don't need expensive gear to create digital magic.
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To choose the right size and type of air filter for your HVAC system, first check your existing filter for size markings, often indicated as length x width x thickness (e.g., 20x25x1). If unclear, measure the dimensions manually and round to the nearest inch for the nominal size, keeping in mind that actual dimensions are usually 0.25 to 0.5 inches smaller[1].
For filter types, MERV ratings indicate effectiveness, with higher numbers capturing smaller particles but potentially restricting airflow[2]
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The sunshield has five layers, reducing heat by 573°F from front to back.
It's as large as a tennis court, measuring 21 m by 14 m.
Each layer is thinner than a human hair, with Layer 1 at just 0.05 mm.
The sunshield must always face the Sun to keep the telescope in permanent shadow.
Folding complexity required 107 release devices for deployment after launch.
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The DX7 introduced frequency modulation synthesis, creating complex and rich sounds unheard before.
It sold over 200,000 units, dominating 1980s pop music charts with songs like 'Take On Me.'
The DX7's 'E.PIANO 1' preset emulated the Rhodes piano, becoming a staple of power ballads.
Its programmability challenges led many to rely on its presets, creating a uniform sound in the 80s.
The DX7 pioneered MIDI connectivity, allowing integration with other instruments and revolutionizing music production.
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We refuse to be pushed into the background.
Jack Patten[1]
My learning was rather hard and slow.
Faith Bandler[1]
Vote ‘Yes' for Aborigines, they want to be Australians too.
Campaigners[6]
Our personal sense of justice requires that we get rid of this outmoded provision.
Unknown[5]
Aboriginal natives shall not be counted.
Unknown[6]
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Curated by Joan
