I’m curious about the impact on attention and performance when structuring system messages…
Which is better and why?
1️⃣ `{“role”: “system”, “content”: system_message + fewshots}`
2️⃣ `{“role”: “system”, “content”: system_message}, {“role”: “system”, “content”: fewshots}`
The core of so many arguments about LLMs:
Group 1 is builders who have pragmatic expectations of LLMs, and use them accordingly. They're quite happy with them.
Group 2 is shitfluencers who are jumping on the hype wave and ruining it for everyone.
Group 3 hates group 2 and…
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Because the authors conflate "parameter count" and "training compute" we cannot fully separate their effects on emergence. Has anyone done a follow-up study disentangling their contributions?🧐arxiv.org/pdf/2206.07682…
People think LLMs are like the new CPU and prompt engineering is the new way to program. Instead of future CS professors saying: "I had to write code on computers with only 512KB of RAM." They'll say: "I had to write prompts with a context length of only 4,096 tokens"
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