We check if CoT provides a performance boost because of the greater computation provided by a longer input alone (left) or due to information encoded in the particular phrasing of the reasoning (right). Our work provides evidence against these hypotheses.
MACHINE LEARNING
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Code Generation: BERT Training on IMDB with Distributed Data Parallel
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> It can write code. "Write a python script that trains `bert-large` on the `IMDB` dataset using the Transformers `Trainer` class and Datasets library. I have access to four GPUs, so let's use DDP." https://
replicate.com/p/gzcomldbikya
y2s6q6744lsyt4
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Meta Releases Llama 2 Open Foundation and Fine-Tuned Chat Models
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Meta releases Llama 2: Open Foundation and Fine-Tuned Chat Models paper: https://
ai.meta.com/research/publi
cations/llama-2-open-foundation-and-fine-tuned-chat-models/
…
blog: https://
ai.meta.com/llama/ develop and release Llama 2, a collection of pretrained and fine-tuned large language models (LLMs) ranging in scale from 7 billion to 70 billion -
MIT AI Professor Patrick Winston’s Complete 6.034 Lectures
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RIP to MIT professor Patrick Winston, who passed away #otd in 2019. He was director of MIT’s AI lab for 25 years. Here are his complete video lectures for 6.034 (Artificial Intelligence): http://
bit.ly/PHWvideos -
Harmoney Accelerates Model Deployment Using DataRobot Platform
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Australian online marketplace lending company Harmoney chose DataRobot to increase efficiencies. They decreased the time to deploy models from months in Harmoney's legacy environment to just a few mouse clicks. Learn more https://
bit.ly/42eYRYn -
Weighted Boxes Fusion: Better Alternative to NMS Detection
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🚀Blog-tastic Tuesdays🚀https://t.co/gR6hVxCSbj
— Satya Mallick (@LearnOpenCV) 18 juillet 2023
Check out our latest read, where we work with Weighted Boxes Fusion (WBF) as an efficient post-processing step in #objectdetection instead of the traditional Non-Maximum Suppression (NMS).
This approach comes in handy, especially… pic.twitter.com/JdYxWF5QreBlog-tastic Tuesdays https://
learnopencv.com/weighted-boxes
-fusion/
… Check out our latest read, where we work with Weighted Boxes Fusion (WBF) as an efficient post-processing step in #objectdetection instead of the traditional Non-Maximum Suppression (NMS). This approach comes in handy, especially -
AI-First Protein Design: ProfluentBio Leads Innovation
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AI-first protein design is one to watch. @ProfluentBio is the one to watch.
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Tractable AI Raises $65M Led by SoftBank Investment Round
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https://
businessinsider.com/tractable-ai-s
tartup-raises-65-million-in-round-led-by-softbank-2023-7
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Artificial Neural Networks: Fundamentals and Applications in Deep Learning
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Artificial Neural Networks #NeuralNetworks #ml #dl #AILabPage #VinsLens @KirkDBorne @SwissCognitive @alvinfoo @mclynd @SpirosMargaris @ipfconline1 @Fabriziobustama @FrRonconi @enricomolinari @ingliguori @schmarzo @asokan_telecom @SBUCloud @terence_mills
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CoDoC: AI System Learns to Balance Clinician and Model Decisions
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Congrats to @DjDvij and team! "We developed Complementarity-Driven Deferral to Clinical Workflow (CoDoC), a system that can learn to decide between the opinion of a predictive AI model and a clinical workflow. CoDoC enhances accuracy relative to clinician-only or AI-only