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How Amazon Shopping uses Amazon Rekognition Content Moderation to review harmful images in product reviews

Customers are increasingly turning to product reviews to make informed decisions in their shopping journey, whether they’re purchasing everyday items like a kitchen towel or making major purchases like buying a car. These reviews have transformed into an essential source of information, enabling shoppers to access the opinions and experiences of other customers. As a …

Improving the Quality of Neural TTS Using Long-form Content and Multi-speaker Multi-style Modeling

Neural text-to-speech (TTS) can provide quality close to natural speech if an adequate amount of high-quality speech material is available for training. However, acquiring speech data for TTS training is costly and time-consuming, especially if the goal is to generate different speaking styles. In this work, we show that we can transfer speaking style across …

AWS cloud migration with IBM Turbonomic

Organizations worldwide are embracing the power of cloud computing to drive innovation, enhance scalability and improve operational efficiency. Among the various cloud service providers available, Amazon Web Services (AWS) has emerged as a popular choice for businesses seeking digital transformation. The flexibility, scalability and breadth of services offered by AWS have enticed organizations to migrate …

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Zero-shot and few-shot prompting for the BloomZ 176B foundation model with the simplified Amazon SageMaker JumpStart SDK

Amazon SageMaker JumpStart is a machine learning (ML) hub offering algorithms, models, and ML solutions. With SageMaker JumpStart, ML practitioners can choose from a growing list of best performing and publicly available foundation models (FMs) such as BLOOM, Llama 2, Falcon-40B, Stable Diffusion, OpenLLaMA, Flan-T5/UL2, or FMs from Cohere and LightOn. In this post and …

Tips to enhance your prompt-engineering abilities

As AI-powered tools become increasingly prevalent, prompt engineering is becoming a skill that developers need to master. Large language models (LLMs) and other generative foundation models require contextual, specific, and tailored natural language instructions to generate the desired output. This means that developers need to write prompts that are clear, concise, and informative.  In this …

Applications Open for $60,000 NVIDIA Graduate Fellowship Awards

Bringing together the world’s brightest minds and the latest accelerated computing technology leads to powerful breakthroughs that help tackle some of the biggest research problems. To foster such innovation, the NVIDIA Graduate Fellowship Program provides grants, mentors and technical support to doctoral students doing outstanding research relevant to NVIDIA technologies. The program, in its 23rd …

MLOps and the evolution of data science

The advancement of computing power over recent decades has led to an explosion of digital data, from traffic cameras monitoring commuter habits to smart refrigerators revealing how and when the average family eats. Both computer scientists and business leaders have taken note of the potential of the data. The information can deepen our understanding of …

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Amazon Translate enhances its custom terminology to improve translation accuracy and fluency

Amazon Translate is a neural machine translation service that delivers fast, high-quality, affordable, and customizable language translation. When you translate from one language to another, you want your machine translation to be accurate, fluent, and most importantly contextual. Domain-specific and language-specific customizable terminology is a key requirement for many government and commercial organizations. Custom terminology …

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Building Generative AI applications made easy with Vertex AI PaLM API and LangChain

At Google I/O 2023, we announced Vertex AI PaLM 2 foundation models for Text and Embeddings moving to GA and expanded foundation models to new modalities – Codey for code, Imagen for images and Chirp for speech – and new ways to leverage and tune models. These models help developers to build powerful yet responsible …