Month: May 2024

Orca 2: Enhancing Reasoning in Smaller Language Models – Limitations

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:::info Authors: (1) Arindam Mitra; (2) Luciano Del Corro, work done while at Microsoft; (3) Shweti Mahajan, work done while at Microsoft; (4) Andres Codas, denote equal contributions; (5) Clarisse Simoes, denote equal contributions; (6) Sahaj Agarwal; (7) Xuxi Chen, work done while at Microsoft;; (8) Anastasia Razdaibiedina, work done while at Microsoft; (9) Erik … Read more

Deep Neural Network for Sea Surface Temperature Prediction: Abstract and Introduction

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:::info Authors: (1) Yuxin Meng; (2) Feng Gao; (3) Eric Rigall; (4) Ran Dong; (5) Junyu Dong; (6) Qian Du. ::: Table of Links Abstract and Intro Background Proposed Method Experimental Results and Analysis Conclusions and Future Work References Abstract Traditionally, numerical models have been deployed in oceanography studies to simulate ocean dynamics by representing … Read more

Deep Neural Network for Sea Surface Temperature Prediction: Experimental Results and Analysis

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:::info Authors: (1) Yuxin Meng; (2) Feng Gao; (3) Eric Rigall; (4) Ran Dong; (5) Junyu Dong; (6) Qian Du. ::: Table of Links Abstract and Intro Background Proposed Method Experimental Results and Analysis Conclusions and Future Work References IV. EXPERIMENTAL RESULTS AND ANALYSIS A. Study Area and Experiment Settings The South China Sea is … Read more

Deep Neural Network for Sea Surface Temperature Prediction: Proposed Method

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:::info Authors: (1) Yuxin Meng; (2) Feng Gao; (3) Eric Rigall; (4) Ran Dong; (5) Junyu Dong; (6) Qian Du. ::: Table of Links Abstract and Intro Background Proposed Method Experimental Results and Analysis Conclusions and Future Work References III. PROPOSED METHOD Numerical model can predict the spatial distribution of SST and its global teleconnections … Read more

Pinterest expands its Creator Fund to allow founders

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Pinterest announced today that it is evolving its Creator Inclusion Fund.  Pinterest teamed up with Shopify’s Build Black & Narrative program to allow small business owners from or who serve underrepresented backgrounds to now apply for the Creator Inclusion Fund. Previously, only traditional content creators applied. This is a new iteration of the fund, which … Read more

Zotac teases OLED gaming handheld to rival the Steam Deck

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Image: Zotac Zotac is getting into portable PC gaming. The company has started to tease the Zotac Zone, a gaming handheld with a seven-inch, high-refresh-rate, touch-enabled screen and two-stage adjustable triggers. Its display will also come with one spec many of its rivals lack: OLED. Right now, the Steam Deck and the Nintendo Switch are … Read more

Vox Media and The Atlantic sign content deals with OpenAI

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Image: The Verge Two more media companies have signed licensing agreements with OpenAI, allowing their content to be used to train its AI models and be shared inside of ChatGPT. The Atlantic and Vox Media — The Verge’s parent company — both announced deals with OpenAI on Wednesday. OpenAI has been quickly signing partnerships across … Read more

Enhance image search experiences with Amazon Personalize, Amazon OpenSearch Service, and Amazon Titan Multimodal Embeddings in Amazon Bedrock

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A variety of different techniques have been used for returning images relevant to search queries. Historically, the idea of creating a joint embedding space to facilitate image captioning or text-to-image search has been of interest to machine learning (ML) practitioners and businesses for quite a while. Contrastive Language–Image Pre-training (CLIP) and Bootstrapping Language-Image Pre-training (BLIP) … Read more

End-to-end LLM training on instance clusters with over 100 nodes using AWS Trainium

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Llama is Meta AI’s large language model (LLM), with variants ranging from 7 billion to 70 billion parameters. Llama uses a transformers-based decoder-only model architecture, which specializes at language token generation. To train a model from scratch, a dataset containing trillions of tokens is required. The Llama family is one of the most popular LLMs. … Read more