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The Prompt Report

2 statements across 1 episodes · 0 bullish · 1 bearish · 1 people on the record · first statement Sep 20, 2024 by Sander Schulhoff · said 7 times in 1 episodes since 2024 · across every show →

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brought up most by Shawn Wang (7)

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2024 7 mentions in 1 episode

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Everything said about The Prompt Report, oldest first

Sep 20, 2024 negative
Assertion Supported
Schulhoff: Self-consistency prompting yields diminishing returns on newer LLMs
“When it came out, it seemed to be quite performant, although more recently, I think as the models have improved, the Performance of this technique has dropped, and you can see that in the evals we run near the end of the paper, where we use it, and it doesn't …”
Sander Schulhoff Sep 20, 2024 ▶ 39:11 The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org
Sep 20, 2024
Assertion Supported
Schulhoff: Few-Shot Exemplar Order Can Shift Model Accuracy From 0% to 90%
“How you order your exemplars in the prompt is super important. And we've seen this move accuracy from like zero percent to 90%, like Zero to state of the art on some tasks, which is just ridiculous”
Sander Schulhoff Sep 20, 2024 ▶ 22:22 The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org
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