GPT, or Generative Pre-trained Transformer, is a language model that has shown remarkable progress in various vertical industries. This technology has been used to generate human-like text in fields such as finance, healthcare, legal, …
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Celery is a great distributed task processing system and gets used in websites and enterprise apps everywhere. But sometimes those tasks aren’t little things that can be handled by microservices - they might need some heavy CPU or …
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Today we are launching I4g instances powered by AWS Graviton2 processors that deliver up to 15% better compute performance than our other storage-optimized instances. With up to 64 vCPUs, 512 GiB of memory, and 15 TB of NVMe storage, one of …
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New generations of CPUs offer a significant performance improvement in machine learning (ML) inference due to specialized built-in instructions. Combined with their flexibility, high speed of development, and low operating cost, these …
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We always worry the most about the compute nodes on a cluster (for a good reason - it’s where all the action is), but it’s worth taking a moment to think about your head node, because that’s where you can really define …
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Amazon Braket is a service that’s quite different from our other compute offerings. It’s serverless, but .. the ‘servers’ that live behind it are in cryogenic labs all around the world. This is research, done …
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If you’ve ever had to stand up a rig on premises or in the cloud to run genomics pipelines, or do downstream analysis, you’ll know it’s not a small pile of packages you need to build, and connecting them all can be …
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Innovations in deep learning (DL), especially the rapid growth of large language models (LLMs), have taken the industry by storm. DL models have grown from millions to billions of parameters and are demonstrating exciting new capabilities. …
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