LLMS

ChatGPT Limitations in Research Summary Writing

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07 July 2023 19h07

I must say I would use ChatGPT with a grain of salt. I tried that for doing the research highlights in my newsletter (like https://
magazine.sebastianraschka.com/p/ai-research-
highlights-in-3-sentences-2a1
…) but yeah, next to the occasional mistake it didn't always pick the most relevant parts so I am sticking to manual summaries.

Interest in long context methods performance on transformer tasks

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07 July 2023 18h53

Hah, it just came out yesterday and I haven't had a chance to read it. They pose an interesting question! I think they are analyzing regular self-attention transformers, so yeah, it would indeed be interesting to know how these "long context methods" perform on these tasks.

→ View original post on X — @replit

LOLA: Voice-to-Action WhatsApp Bot Agent

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@replit

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07 July 2023 18h08

.@pritopian created LOLA, a Language Oriented Liaison Agent in just a couple of hours.

This WhatsApp bot takes a voice note as input, breaks it down into action items, and forwards those action items to people in your contacts. pic.twitter.com/DsyPE3cliw
— Replit ⠕ (@Replit) 7 juillet 2023

.
@pritopian created LOLA, a Language Oriented Liaison Agent in just a couple of hours. This WhatsApp bot takes a voice note as input, breaks it down into action items, and forwards those action items to people in your contacts.

→ View original post on X — @miketamir

Can You Trust ChatGPT’s Package Recommendations?

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@miketamir

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07 July 2023 17h37

Can you trust ChatGPT’s package recommendations? https://
bit.ly/3CAELxE #AI #MachineLearning #DeepLearning #LLMs #DataScience

→ View original post on X — @mvollmer1

ChatGPT: 120 Mind Blowing Tools for Innovation

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@mvollmer1

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07 July 2023 17h24

ChatGPT – 120 mind blowing tools #innovation #ChatGPT #chatbots #chatgpt4 #chatgpt3 #GenerativeAI #tech #AI #ML #FutureofWork Credits: @EvanKirstel @Shi4Tech @digitalhealthxx @stratorob @TheAdityaPatro @itsmuzza2004 @Fabriziobustama @enilev @JeroenBartelse @labordeolivier

BigBird Encoder vs Decoder LLM Architecture Comparison

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07 July 2023 17h11

It's been a while and would have to check again, but wasn't BigBird a encoder LLM? Versus this is a decoder-style LLM for generating texts. But generally yes!

→ View original post on X — @dominodatalab

Domino LLM App Development Deployment Webinar with Live Demo

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@dominodatalab

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07 July 2023 17h03

Calling all customers!! Want to use Domino for seamless #LLM app dev & deployment? Join Lead Field Engineer Akshay Ambekar on July 12 and learn to reap the benefits of adding Domino to your app-building workflow. Includes live demo, Q&A! RSVP now!! https://
domino.buzz/3O1EkTh #GenAI

LongNet: Scaling Transformers to 1 Billion Tokens with Dilated Attention

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07 July 2023 17h02

We had 1) the RMT paper on scaling Transformers to 1M tokens, and 2) the convolutional Hyena LLM for 1M tokens. How about 3) LONGNET: Scaling Transformers to 1 Billion Tokens (
https://
arxiv.org/abs/2307.02486)!? It achieves linear (vs quadratic) scaling via dilated (vs self) attention.

→ View original post on X — @officialindiaai

Gemini Beats ChatGPT with Human-Level Problem-Solving Abilities

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@officialindiaai

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07 July 2023 11h16

Gemini, introduced by @DeepMind can even beat @OpenAI
's ChatGPT! With human-level problem-solving and planning abilities, Gemini's text response systems are setting new levels of GPT-4 performance. Tap and read more here: https://
rb.gy/pw2zj