#DifferentialPrivacy algorithms protect user data by limiting the effect that each sample has on aggregated output. Check out a new framework that improves the performance of differentially private data aggregation and clustering. https://
goo.gle/3YNrR8g
RESEARCH
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Differential Privacy Framework Improves Data Aggregation Performance
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Perplexity AI commitment to accuracy and reliable knowledge sourcing
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Our goal is for https://t.co/ut3wdOwUEd to be an accurate and reliable source of knowledge. Your feedback will be taken into account to improve our language model and avoid inaccurate sources. Create your own unique threads, curate them to be truthful, and share your discoveries! pic.twitter.com/yegrMIYfrI
— Perplexity (@perplexity_ai) 15 février 2023Our goal is for http://
perplexity.ai to be an accurate and reliable source of knowledge. Your feedback will be taken into account to improve our language model and avoid inaccurate sources. Create your own unique threads, curate them to be truthful, and share your discoveries! -
ROSCOE: New Metrics Suite for Evaluating Step-by-Step Reasoning
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ROSCOE is a first-of-its-kind suite of metrics for scoring step-by-step reasoning. We hope this work provides a foundation that enables scalable systematic evaluation and benchmarking of new language models. Read the paper https://
bit.ly/3XxYAgU -
Chatbots Hallucinate: December Story Resurfaced
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Seems like a good time to resurface this December story pointing out that chatbots hallucinate:
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Genome-Scale Language Models Learn SARS-CoV-2 Evolution
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Join us for a guest presentation! @argonne
's Arvind Ramanathan will share how his team built genome-scale language models that can learn the evolutionary landscape of SARS-CoV-2 genomes. This research won the 2022 ACM Gordon Bell Special Prize. Register: https://
hubs.li/Q01CkjLt0 -
Mapping Planetary Reliefs with Deep Learning
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Mapping planetary reliefs using deep learning https://actuia.com/actualite/cartographier-les-reliefs-planetaires-grace-au-deep-learning/
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OpenCV Kickstarter for Stable Diffusion AI Art Contest
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Joao, Basavaraja #opencvkickstarter4stablediffusion #aiartcontest #aiart #midjourney #dalle2 #stablediffusion #computervision #ai #deeplearning #machinelearning #artificialintelligence
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OpenCV Kickstarter for Stable Diffusion AI Art Contest
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Suzana, Ad K, Amar, Alex #opencvkickstarter4stablediffusion #aiartcontest #aiart #midjourney #dalle2 #stablediffusion #computervision #ai #deeplearning #machinelearning #artificialintelligence
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Meta Launches Toolformer: An Autonomous Model Using External Tools
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Meta introduces Toolformer, a language model that has independently learned to use external tools https://actuia.com/actualite/meta-presente-toolformer-un-modele-de-langage-ayant-appris-par-lui-meme-a-utiliser-des-outils-externes/
… #AI #artificialintelligence
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Interesting Use Cases of PEFT Parameter Efficient Fine-Tuning
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Some of the interesting usecases of PEFT are: 1. Stable Diffusion Dreambooth training.
2. Finetuning the `bigscience/T0_3B` model which has around 3 Billion Parameters. Checkout them here: https://
github.com/huggingface/pe
ft#use-cases
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