What can and can't language models do? Lessons learned from BIGBench
Por um escritor misterioso
Descrição
So what exactly can and can’t language models do? What's the least impressive thing GPT-4 won't be able to do? What will GPT-4 be incapable of?
BIGBench is kind of a way to figure this out. BigBench, aka “The Beyond the Imitation Game” Benchmark, is an attempt to explore the capabilities of large language models over a wide variety of tasks. All the tasks are enumerated here.
I looked through every BIGBench task and took the ones that compared both GPT3 and PaLM against humans.
* Spreadsheet
444 Authors From 132 Institutions Release BIG-bench: A 204-Task
Key Takeaways from NeurIPS 2022 Top Papers
📈 Chartpack: Measuring AI (3/3)
A New AI Trend: Chinchilla (70B) Greatly Outperforms GPT-3 (175B
Xinyun Chen (@xinyun_chen_) / X
Using cognitive psychology to understand GPT-3
📈 Chartpack: Measuring AI (3/3)
Patterns for Building LLM-based Systems & Products
R] Language Models Don't Always Say What They Think: Unfaithful
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