PROMPT ENGINEERING - AI Dynamics

Graph chains and complex AI systems optimization discussion

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14 July 2023 16h58

Dms open if you want to find out 🙂 I would dm but yours seem closed. May be helpful for more complex chains like graph chains

→ View original post on X — @hwchase17

14 July 2023

In-context Autoencoder for Context Compression in Large Language Models

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@_akhaliq

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14 July 2023 3h27

In-context Autoencoder for Context Compression in a Large Language Model paper page: https://
huggingface.co/papers/2307.06
945
… propose the In-context Autoencoder (ICAE) for context compression in a large language model (LLM). The ICAE has two modules: a learnable encoder adapted with LoRA from

→ View original post on X — @_akhaliq

14 July 2023

Symbol Tuning: Improving In-Context Learning with Arbitrary Symbols

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@googleai

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13 July 2023 23h40

Today on the blog, read all about symbol tuning, a method that fine-tunes models on tasks where natural language labels are replaced with arbitrary symbols. Learn how symbol tuning can improve in-context learning for benefits across various settings →
https://
goo.gle/3rt3r8U

→ View original post on X — @googleai

13 July 2023

GPT-4 Performance Expectations vs Reality: The Adaptation Effect

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@jeande_d

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13 July 2023 20h34

Anyone thinking the performance of GPT-4 may have degraded, it probably didn’t. As we get used to AI systems, our expectations increases(this is true for any new technology that is still finding its ways, remarkable example is uncanny valley in robotics). The key to working with

→ View original post on X — @jeande_d

13 July 2023

Analyzing Natural Language Interactions with LLMs

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@hwchase17

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13 July 2023 19h26

Analyzing natural language interactions with LLMs The new interface for apps is through natural language. This means there is a new category of user interactions to analyze And the best way to analyze natural language interactions is… with an LLM

→ View original post on X — @hwchase17

13 July 2023

Google Bard Expands to 40 Languages and 230 Countries

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@jeffdean

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13 July 2023 17h24

I'm excited that http://
bard.google.com is now available in 40 languages & 230 countries! You can use images in your prompts, listen to responses, pin conversations, share responses w/friends, export code to more places & more.. https://
blog.google/products/bard/
google-bard-new-features-update-july-2023/
… https://
support.google.com/bard/answer/13
575153
…

→ View original post on X — @jeffdean

13 July 2023

Transform Unstructured Documents into Structured Tables with LLMs

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@predibase

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12 July 2023 17h40

Ready to turn your #unstructured docs into #structured tables with #LLMs? Don't miss our upcoming talk with @_odsc
. Register for free! https://
app.aiplus.training/courses/From-D
ocs-to-Tables-Generating-Structured-Data-with-LLMs
…

→ View original post on X — @predibase

12 July 2023

AI-Powered Code Modification and App Development Access

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@danshipper

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12 July 2023 17h23

It gets even better: He now has access to the code base. So using AI like Ghostwriter (or GPT-4) he can make any modifications he wants to the app—and take it in directions I might not

→ View original post on X — @danshipper

12 July 2023

AI-Powered Mind Mapping App with Daily Question Prompts

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@danshipper

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12 July 2023 17h23

I built a Replit app last month to help me map my mind It texts me AI-generated questions a few times a day, and then has a little dashboard that summarizes my responses (again with AI.) This helps me see what's going on in my head and gives me insight into impt questions

→ View original post on X — @danshipper

12 July 2023