Tag: faang

In an increasingly data-centric world, enterprises must focus on gathering both valuable physical information and generating the information that they need but can’t easily capture. Data access, regulation, and compliance are an increasing source of friction for innovation in analytics and artificial intelligence (AI). For highly regulated sectors such as Financial Services, Healthcare, Life Sciences, …

Read more “How to evaluate the quality of the synthetic data – measuring from the perspective of fidelity, utility, and privacy”

Developing and training successful machine learning (ML) fraud models requires access to large amounts of high-quality data. Sourcing this data is challenging because available datasets are sometimes not large enough or sufficiently unbiased to usefully train the ML model and may require significant cost and time. Regulation and privacy requirements further prevent data use or …

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(Scroll down for English translation below) De nouvelles infrastructures digitales savamment déployées pourraient-elles rendre les villes plus responsables, durables, efficaces et agréables ? C’est l’idée que poursuivent, depuis près de quinze ans [1], les instigateurs des smart cities ou villes des intelligences. De Marseille à Paris, en passant par Dijon, Lyon, Chartes, Toulouse, Grenoble, Nice, Angers …

Read more “Foundry au service de la décentralisation, différenciation, déconcentration de la donnée”

We are excited to announce a new embedding model which is significantly more capable, cost effective, and simpler to use. The new model, text-embedding-ada-002, replaces five separate models for text search, text similarity, and code search, and outperforms our previous most capable model, Davinci, at most tasks, while being priced 99.8% lower. Read documentation Embeddings …

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We are thrilled to announce the availability of the LightOn Lyra-fr foundation model for customers using Amazon SageMaker. LightOn is a leader in building foundation models specializing in European languages. Lyra-fr is a state-of-the-art French language model that can be used to build conversational AI, copywriting tools, text classifiers, semantic search, and more. You can …

Read more “LightOn Lyra-fr model is now available on Amazon SageMaker”

Vertex AI provides flexible and scalable hardware and secured infrastructure to train PyTorch based deep learning models with pre-built containers and custom containers. For model training with large amounts of data, using the distributed training paradigm and reading data from Cloud Storage is the best practice. However, training with data on the cloud such as …

Read more “Efficient PyTorch training with Vertex AI”