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Tag: speedup

  • Cloud Blog: What’s new with HPC and AI infrastructure at Google Cloud

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    Source URL: https://cloud.google.com/blog/topics/hpc/whats-new-with-hpc/ Source: Cloud Blog Title: What’s new with HPC and AI infrastructure at Google Cloud Feedly Summary: At Google Cloud, we’re rapidly advancing our high-performance computing (HPC) capabilities, providing researchers and engineers with powerful tools and infrastructure to tackle the most demanding computational challenges. Here’s a look at some of the key developments…

  • Cloud Blog: Unlocking LLM training efficiency with Trillium — a performance analysis

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    Source URL: https://cloud.google.com/blog/products/compute/trillium-mlperf-41-training-benchmarks/ Source: Cloud Blog Title: Unlocking LLM training efficiency with Trillium — a performance analysis Feedly Summary: Rapidly evolving generative AI models place unprecedented demands on the performance and efficiency of hardware accelerators. Last month, we launched our sixth-generation Tensor Processing Unit (TPU), Trillium, to address the demands of next-generation models. Trillium is…

  • Simon Willison’s Weblog: Binary vector embeddings are so cool

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    Source URL: https://simonwillison.net/2024/Nov/11/binary-vector-embeddings/#atom-everything Source: Simon Willison’s Weblog Title: Binary vector embeddings are so cool Feedly Summary: Binary vector embeddings are so cool Evan Schwartz: Vector embeddings by themselves are pretty neat. Binary quantized vector embeddings are extra impressive. In short, they can retain 95+% retrieval accuracy with 32x compression and ~25x retrieval speedup. It’s so…