parallelism – Page 2 – Experimental News Clipping Site

Simon Willison’s Weblog: Shisa V2 405B: Japan’s Highest Performing LLM

Jun 3, 2025

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Source URL: https://simonwillison.net/2025/Jun/3/shisa-v2/ Source: Simon Willison’s Weblog Title: Shisa V2 405B: Japan’s Highest Performing LLM Feedly Summary: Shisa V2 405B: Japan’s Highest Performing LLM Leonard Lin and Adam Lensenmayer have been working on Shisa for a while. They describe their latest release as “Japan’s Highest Performing LLM". Shisa V2 405B is the highest-performing LLM ever…

Cloud Blog: Train AI for less: Improve ML Goodput with elastic training and optimized checkpointing

May 22, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/elastic-training-and-optimized-checkpointing-improve-ml-goodput/ Source: Cloud Blog Title: Train AI for less: Improve ML Goodput with elastic training and optimized checkpointing Feedly Summary: Want to save some money on large AI training? For a typical PyTorch LLM training workload that spans thousands of accelerators for several weeks, a 1% improvement in ML Goodput can translate to…

Cloud Blog: AI Hypercomputer developer experience enhancements from Q1 25: build faster, scale bigger

May 16, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/compute/ai-hypercomputer-enhancements-for-the-developer/ Source: Cloud Blog Title: AI Hypercomputer developer experience enhancements from Q1 25: build faster, scale bigger Feedly Summary: Building cutting-edge AI models is exciting, whether you’re iterating in your notebook or orchestrating large clusters. However, scaling up training can present significant challenges, including navigating complex infrastructure, configuring software and dependencies across numerous…

Bulletins: Vulnerability Summary for the Week of May 5, 2025

May 12, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://www.cisa.gov/news-events/bulletins/sb25-132 Source: Bulletins Title: Vulnerability Summary for the Week of May 5, 2025 Feedly Summary: High Vulnerabilities PrimaryVendor — Product Description Published CVSS Score Source Info 1clickmigration–1 Click WordPress Migration Plugin 100% FREE for a limited time The 1 Click WordPress Migration Plugin – 100% FREE for a limited time plugin for WordPress…

Cloud Blog: H4D VMs: Next-generation HPC-optimized VMs

Apr 10, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/compute/new-h4d-vms-optimized-for-hpc/ Source: Cloud Blog Title: H4D VMs: Next-generation HPC-optimized VMs Feedly Summary: At Google Cloud Next, we introduced H4D VMs, our latest machine type for high performance computing (HPC). Building upon existing HPC offerings, H4D VMs are designed to address the evolving needs of demanding workloads in industries such as manufacturing, weather forecasting,…

AWS News Blog: Accelerating CI with AWS CodeBuild: Parallel test execution now available

Mar 27, 2025

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Kurt Seifried

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Source URL: https://aws.amazon.com/blogs/aws/accelerating-ci-with-aws-codebuild-parallel-test-execution-now-available/ Source: AWS News Blog Title: Accelerating CI with AWS CodeBuild: Parallel test execution now available Feedly Summary: Speed up build times on CodeBuild with test splitting across multiple parallel build environments. Read how test splitting with CodeBuild works and how to get started. AI Summary and Description: Yes Summary: The text discusses…

The Register: A closer look at Dynamo, Nvidia’s ‘operating system’ for AI inference

Mar 23, 2025

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Kurt Seifried

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Source URL: https://www.theregister.com/2025/03/23/nvidia_dynamo/ Source: The Register Title: A closer look at Dynamo, Nvidia’s ‘operating system’ for AI inference Feedly Summary: GPU goliath claims tech can boost throughput by 2x for Hopper, up to 30x for Blackwell GTC Nvidia’s Blackwell Ultra and upcoming Vera and Rubin CPUs and GPUs dominated the conversation at the corp’s GPU…

Hacker News: DeepSeek Open Source Optimized Parallelism Strategies, 3 repos

Feb 27, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://github.com/deepseek-ai/profile-data Source: Hacker News Title: DeepSeek Open Source Optimized Parallelism Strategies, 3 repos Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses profiling data from the DeepSeek infrastructure, specifically focusing on the training and inference framework utilized for AI workloads. It offers insights into communication-computation strategies and implementation specifics, which…

Hacker News: How to Scale Your Model: A Systems View of LLMs on TPUs

Feb 4, 2025

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Kurt Seifried

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Source URL: https://jax-ml.github.io/scaling-book/ Source: Hacker News Title: How to Scale Your Model: A Systems View of LLMs on TPUs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the performance optimization of large language models (LLMs) on tensor processing units (TPUs), addressing issues related to scaling and efficiency. It emphasizes the importance…

Cloud Blog: Distributed data preprocessing with GKE and Ray: Scaling for the enterprise

Jan 8, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/ai-machine-learning/preprocessing-large-datasets-with-ray-and-gke/ Source: Cloud Blog Title: Distributed data preprocessing with GKE and Ray: Scaling for the enterprise Feedly Summary: The exponential growth of machine learning models brings with it ever-increasing datasets. This data deluge creates a significant bottleneck in the Machine Learning Operations (MLOps) lifecycle, as traditional data preprocessing methods struggle to scale. The…

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