INNOVATION - AI Dynamics

Chameleon: Compositional Reasoning Framework for LLM Tool Integration

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23 April 2023 16h33

9/ Chameleon – a plug-and-play compositional reasoning framework that augments LLMs and can infer the appropriate sequence of tools to compose and execute in order to generate final responses; achieves 87% accuracy on ScienceQA and 99% on TabMWP.

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23 April 2023

Survey of Topological Neural Networks

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@dair_ai

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23 April 2023 16h33

6/ A Survey of Topological Neural Networks

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23 April 2023

LLaVA: Multimodal Model for Visual Language Understanding

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@dair_ai

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23 April 2023 16h33

7/ Visual Instruction Tuning – uses language-only GPT-4 to generate multimodal language-image instruction-following data; applies instruction tuning and introduces LLaVA, a large multimodal model for general-purpose visual and language understanding.

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23 April 2023

Generative Disco: AI Music Visualization System

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@dair_ai

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23 April 2023 16h33

5/ Generative Disco – an AI system based on LLMs and text-to-image models that generates music visualizations.

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23 April 2023

Deep Learning Framework Enables Large-Scale Biomolecular Dynamics Simulation

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@dair_ai

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23 April 2023 16h33

3/ Deep Learning for Large-Scale Biomolecular Dynamics – presents a framework for large-scale biomolecular simulation; this is achieved through the high accuracy of equivariant deep learning and the ability to scale to large and long simulations. https://
x.com/simonbatzner/s
tatus/1649214171236691969?s=20
…

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23 April 2023

Quantum Breakfast at Defcon: Learn and Engage with Quantum Village

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@bobgourley

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23 April 2023 16h15

If you are attending this quantum breakfast be sure to ask about ways to learn more and get involved. That will be a good prompt for me to remind everyone to follow and engage with the #Defcon @quantum_village
!

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23 April 2023

Deploying Large Language Models to Production

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@hardmaru

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23 April 2023 7h48

Deploying large language models to production:

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23 April 2023

DEC’s Western Research Lab: Innovation Hub for Computing

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@jeffdean

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23 April 2023 5h43

I actually joined DEC's Western Research Laboratory, and then Compaq acquired DEC later. DEC WRL was a small lab (~30 researchers), but doing a ton of interesting things: AltaVista came out of there, multicore processors, early handheld computers, link-time optimizers, …

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23 April 2023