LLMS

Copilot’s Code Synthesis Capabilities Praised as Best

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30 December 2022 5h32

Copilot is for code completion so you have to write comments to use it like ChatGPT, but it’s the best I’ve seen for code synthesis.

Comparing AI Model Trustworthiness: Copilot vs. ChatGPT

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30 December 2022 5h28

Copilot isn’t ChatGPT. I don’t trust ChatGPT’s output on this stuff at all — way too many errors. I think it specifically aims for equivocation in a way that makes it confabulate wrong technical details.

LLMs like Copilot replace Google for code installation commands

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30 December 2022 4h39

Imports and installation commands are the purest instance of LLMs replacing Google for me. Only the comments in this screenshot were written by hand, and the rest is Copilot completion:

→ View original post on X — @aibreakfast

Google’s PaLM benchmark results and open-source RLHF implementation

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@aibreakfast

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30 December 2022 4h00

Google's PaLM beats GPT-3 on 28 out of 29 Natural Language Processing tasks (!) and was just open-sourced for reinforcement training as of today: https://
github.com/lucidrains/PaL
M-rlhf-pytorch
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AI Code Generation Security Risks and Prudent Practices

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30 December 2022 3h58

I think writing `pip install …` commands from memory is bad security. If it's `python-foobar` instead of `foobar` you might be installing malware. A more prudent approach is to type `# install foobar with pip:` into Copilot and blindly execute whatever it says.

→ View original post on X — @jiqizhixin

Meta AI OPT-IML Benchmark Improves LLM Instruction Tuning

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@jiqizhixin

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30 December 2022 2h40

Improving Instruction Tuning for LLMs: Meta AI Presents the OPT-IML Benchmark of 2000 NLP Tasks

Chain-of-Thought Prompting Demo on Poe Chatbots

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30 December 2022 1h04

Another demo — chain-of-thought prompting on Poe (“Dragonfly” — there’s multiple chatbots) using the “format trick”: https://
poe.quora.com/s/Tycgjooa3Aio
SfOfLZsN
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New AI Chat Interface Offers Natural Speech and Reduced Latency

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30 December 2022 0h59

Okay, I’m cleared to say more. It’s like ChatGPT, but the speech is more natural and terse, like texting. Much better latency (hope it lasts). Social sharing good enough to replace sharing screenshots on Twitter. Here’s me talking to Poe: https://
poe.quora.com/s/YPMAqBPuDShG
g3kl1mbt
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