Tag: NeurIPS
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Instruction fine-tuning for FLAN T5 XL with Amazon SageMaker Jumpstart | Amazon Web Services
Generative AI is in the midst of a period of stunning growth. Increasingly capable foundation models are being released continuously, with large language models...
GPT-NeoXT-Chat-Base-20B foundation model for chatbot applications is now available on Amazon SageMaker | Amazon Web Services
Today we are excited to announce that Together Computer’s GPT-NeoXT-Chat-Base-20B language foundation model is available for customers using Amazon SageMaker JumpStart. GPT-NeoXT-Chat-Base-20B is an...
Question answering using Retrieval Augmented Generation with foundation models in Amazon SageMaker JumpStart
Today, we announce the availability of sample notebooks that demonstrate question answering tasks using a Retrieval Augmented Generation (RAG)-based approach with large language models...
Improve multi-hop reasoning in LLMs by learning from rich human feedback
Recent large language models (LLMs) have enabled tremendous progress in natural language understanding. However, they are prone to generating confident but nonsensical explanations, which...
Quantum Lazy Training
Erfan Abedi, Salman Beigi, and Leila TaghaviQuOne Lab, Phanous Research & Innovation Centre, Tehran, IranFind this paper interesting or want to discuss? Scite...
Zero-shot prompting for the Flan-T5 foundation model in Amazon SageMaker JumpStart
The size and complexity of large language models (LLMs) have exploded in the last few years. LLMs have demonstrated remarkable capabilities in learning the...
Snapper provides machine learning-assisted labeling for pixel-perfect image object detection
Bounding box annotation is a time-consuming and tedious task that requires annotators to create annotations that tightly fit an object’s boundaries. Bounding box annotation...
Latency considerations for stochastic optimizers in variational quantum algorithms
Matt Menickelly1, Yunsoo Ha2, and Matthew Otten31Mathematics and Computer Science Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 604392Edward P. Fitts Department...
The Unpredictable Abilities Emerging From Large AI Models
IntroductionWhat movie do these emojis describe?
That prompt was one of 204 tasks chosen last year to test the ability of various large language models...
Few-click segmentation mask labeling in Amazon SageMaker Ground Truth Plus
Amazon SageMaker Ground Truth Plus is a managed data labeling service that makes it easy to label data for machine learning (ML) applications. One...
Teaching old labels new tricks in heterogeneous graphs
Posted by Minji Yoon, Research Intern, and Bryan Perozzi, Research Scientist, Google Research, Graph Mining Team
Industrial applications of machine learning are commonly composed of...
Identifying defense coverage schemes in NFL’s Next Gen Stats
This post is co-written with Jonathan Jung, Mike Band, Michael Chi, and Thompson Bliss at the National Football League. A coverage scheme refers...
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